| Year |
Citation |
Score |
| 2024 |
Rajaraman S, Zamzmi G, Yang F, Liang Z, Xue Z, Antani S. Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images. Plos Digital Health. 3: e0000286. PMID 38232121 DOI: 10.1371/journal.pdig.0000286 |
0.362 |
|
| 2023 |
Rajaraman S, Zamzmi G, Yang F, Liang Z, Xue Z, Antani S. Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays. Arxiv. PMID 37986725 |
0.803 |
|
| 2023 |
Zamzmi G, Hsu LY, Rajaraman S, Li W, Sachdev V, Antani S. Evaluation of an artificial intelligence-based system for echocardiographic estimation of right atrial pressure. The International Journal of Cardiovascular Imaging. PMID 37682418 DOI: 10.1007/s10554-023-02941-8 |
0.777 |
|
| 2023 |
Rajaraman S, Yang F, Zamzmi G, Xue Z, Antani S. Can Deep Adult Lung Segmentation Models Generalize to the Pediatric Population? Expert Systems With Applications. 229. PMID 37397242 DOI: 10.1016/j.eswa.2023.120531 |
0.795 |
|
| 2023 |
Pal A, Xue Z, Antani S. Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets. Frontiers of Ict in Healthcare : Proceedings of Eait 2022. International Conference On Emerging Applications of Information Technology (7th : 2022 : Kolkata, India ; Online). 519: 679-688. PMID 37396668 DOI: 10.1007/978-981-19-5191-6_55 |
0.35 |
|
| 2023 |
Yang F, Zamzmi G, Angara S, Rajaraman S, Aquilina A, Xue Z, Jaeger S, Papagiannakis E, Antani SK. Assessing Inter-Annotator Agreement for Medical Image Segmentation. Ieee Access : Practical Innovations, Open Solutions. 11: 21300-21312. PMID 37008654 DOI: 10.1109/access.2023.3249759 |
0.818 |
|
| 2023 |
Xue Z, Yang F, Rajaraman S, Zamzmi G, Antani S. Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection. Diagnostics (Basel, Switzerland). 13. PMID 36980375 DOI: 10.3390/diagnostics13061068 |
0.823 |
|
| 2023 |
Rajaraman S, Yang F, Zamzmi G, Xue Z, Antani S. Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays. Diagnostics (Basel, Switzerland). 13. PMID 36832235 DOI: 10.3390/diagnostics13040747 |
0.829 |
|
| 2023 |
Rajaraman S, Yang F, Zamzmi G, Xue Z, Antani S. Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? Arxiv. PMID 36789135 |
0.828 |
|
| 2023 |
Rajaraman S, Zamzmi G, Yang F, Xue Z, Antani SK. Data Characterization for Reliable AI in Medicine. Recent Trends in Image Processing and Pattern Recognition : 5th International Conference, Rtip2r 2022, Kingsville, Tx, Usa, December 01-02, 2022, Revised Selected Papers. International Conference On Recent Trends in Image Processing and.... 1704: 3-11. PMID 36780238 DOI: 10.1007/978-3-031-23599-3_1 |
0.774 |
|
| 2022 |
Zamzmi G, Oguguo T, Rajaraman S, Antani S. Open World Active Learning for Echocardiography View Classification. Proceedings of Spie--the International Society For Optical Engineering. 12033. PMID 36860349 DOI: 10.1117/12.2612578 |
0.794 |
|
| 2022 |
Liang Z, Huang JX, Antani S. Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland). 22. PMID 36559994 DOI: 10.3390/s22249628 |
0.331 |
|
| 2022 |
Xue Z, Yu K, Pearlman P, Chen TC, Hua CH, Kang CJ, Chien CY, Tsai MH, Wang CP, Chaturvedi A, Antani S. Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions. Proceedings of the ... Iapr International Conference On Pattern Recognition. International Conference On Pattern Recognition. 2022: 4241-4247. PMID 36507892 DOI: 10.1109/icpr56361.2022.9956251 |
0.309 |
|
| 2022 |
Yang F, Lu PX, Deng M, Wáng YXJ, Rajaraman S, Xue Z, Folio LR, Antani SK, Jaeger S. Annotations of Lung Abnormalities in Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. Data. 7. PMID 36381384 DOI: 10.3390/data7070095 |
0.727 |
|
| 2022 |
Rajaraman S, Antani S. Editorial on Special Issue "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases". Diagnostics (Basel, Switzerland). 12. PMID 36359459 DOI: 10.3390/diagnostics12112615 |
0.661 |
|
| 2022 |
Xue Z, Angara S, Guo P, Rajaraman S, Jeronimo J, Rodriguez AC, Alfaro K, Charoenkwan K, Mungo C, Domgue JF, Wentzensen N, Desai KT, Ajenifuja KO, Wikström E, Befano B, ... ... Antani S, et al. Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. Medical Image Learning With Limited and Noisy Data : First International Workshop, Milland 2022, Held in Conjunction With Miccai 2022, Singapore, September 22, 2022, Proceedings. Milland (Workshop) (1st : 2022 : Singapore). 13559: 206-217. PMID 36315110 DOI: 10.1007/978-3-031-16760-7_20 |
0.727 |
|
| 2022 |
Santosh KC, Allu S, Rajaraman S, Antani S. Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review. Journal of Medical Systems. 46: 82. PMID 36241922 DOI: 10.1007/s10916-022-01870-8 |
0.706 |
|
| 2022 |
Rajaraman S, Yang F, Zamzmi G, Xue Z, Antani SK. A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs. Bioengineering (Basel, Switzerland). 9. PMID 36134959 DOI: 10.3390/bioengineering9090413 |
0.805 |
|
| 2022 |
Xue Z, Yu K, Pearlman PC, Pal A, Chen TC, Hua CH, Kang CJ, Chien CY, Tsai MH, Wang CP, Chaturvedi AK, Antani S. Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 3218-3221. PMID 36086542 DOI: 10.1109/EMBC48229.2022.9871610 |
0.356 |
|
| 2022 |
Perkins R, Jeronimo J, Hammer A, Novetsky A, Guido R, Del Pino M, Louwers J, Marcus J, Resende C, Smith K, Egemen D, Befano B, Smith D, Antani S, de Sanjose S, et al. Comparison of accuracy and reproducibility of colposcopic impression based on a single image versus a two-minute time series of colposcopic images. Gynecologic Oncology. PMID 36008184 DOI: 10.1016/j.ygyno.2022.08.001 |
0.303 |
|
| 2022 |
Zamzmi G, Rajaraman S, Hsu LY, Sachdev V, Antani S. Real-time echocardiography image analysis and quantification of cardiac indices. Medical Image Analysis. 80: 102438. PMID 35868819 DOI: 10.1016/j.media.2022.102438 |
0.809 |
|
| 2022 |
Rajaraman S, Guo P, Xue Z, Antani SK. A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays. Diagnostics (Basel, Switzerland). 12. PMID 35741252 DOI: 10.3390/diagnostics12061442 |
0.734 |
|
| 2022 |
Rajaraman S, Zamzmi G, Yang F, Xue Z, Jaeger S, Antani SK. Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays. Biomedicines. 10. PMID 35740345 DOI: 10.3390/biomedicines10061323 |
0.812 |
|
| 2022 |
Guo P, Xue Z, Angara S, Antani SK. Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images. Cancers. 14. PMID 35626005 DOI: 10.3390/cancers14102401 |
0.4 |
|
| 2022 |
Xue Z, Angara S, Levitz D, Antani S. Analysis of digital noise and reduction methods on classifiers used in automated visual evaluation in cervical cancer screening. Proceedings of Spie--the International Society For Optical Engineering. 11950. PMID 35529321 DOI: 10.1117/12.2610235 |
0.342 |
|
| 2022 |
Xue Z, Pearlman PC, Yu K, Pal A, Chen TC, Hua CH, Kang CJ, Chien CY, Tsai MH, Wang CP, Chaturvedi AK, Antani S. Oral Cavity Anatomical Site Image Classification and Analysis. Proceedings of Spie--the International Society For Optical Engineering. 12037. PMID 35528325 DOI: 10.1117/12.2611541 |
0.33 |
|
| 2022 |
Rajaraman S, Cohen G, Spear L, Folio L, Antani S. DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs. Plos One. 17: e0265691. PMID 35358235 DOI: 10.1371/journal.pone.0265691 |
0.694 |
|
| 2022 |
Rajaraman S, Zamzmi G, Folio LR, Antani S. Detecting Tuberculosis-Consistent Findings in Lateral Chest X-Rays Using an Ensemble of CNNs and Vision Transformers. Frontiers in Genetics. 13: 864724. PMID 35281798 DOI: 10.3389/fgene.2022.864724 |
0.813 |
|
| 2022 |
Rajaraman S, Ganesan P, Antani S. Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks. Plos One. 17: e0262838. PMID 35085334 DOI: 10.1371/journal.pone.0262838 |
0.759 |
|
| 2021 |
Xue Z, Guo P, Desai KT, Pal A, Ajenifuja KO, Adepiti CA, Long LR, Schiffman M, Antani S. A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. Proceedings. Ieee International Symposium On Computer-Based Medical Systems. 2021: 527-532. PMID 35445152 DOI: 10.1109/cbms52027.2021.00085 |
0.322 |
|
| 2021 |
Zamzmi G, Rajaraman S, Sachdev V, Antani S. Trilateral Attention Network for Real-Time Cardiac Region Segmentation. Ieee Access : Practical Innovations, Open Solutions. 9: 118205-118214. PMID 35317287 DOI: 10.1109/access.2021.3107303 |
0.789 |
|
| 2021 |
Rajaraman S, Zamzmi G, Antani SK. Novel loss functions for ensemble-based medical image classification. Plos One. 16: e0261307. PMID 34968393 DOI: 10.1371/journal.pone.0261307 |
0.818 |
|
| 2021 |
Pal A, Xue Z, Desai K, Aina F Banjo A, Adepiti CA, Long LR, Schiffman M, Antani S. Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. Computers in Biology and Medicine. 138: 104890. PMID 34601391 DOI: 10.1016/j.compbiomed.2021.104890 |
0.385 |
|
| 2021 |
Pal A, Xue Z, Befano B, Rodriguez AC, Long LR, Schiffman M, Antani S. Deep Metric Learning for Cervical Image Classification. Ieee Access : Practical Innovations, Open Solutions. 9: 53266-53275. PMID 34178558 DOI: 10.1109/access.2021.3069346 |
0.378 |
|
| 2021 |
Rajaraman S, Zamzmi G, Folio L, Alderson P, Antani S. Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings. Diagnostics (Basel, Switzerland). 11. PMID 34067034 DOI: 10.3390/diagnostics11050840 |
0.789 |
|
| 2021 |
Rajaraman S, Folio LR, Dimperio J, Alderson PO, Antani SK. Improved Semantic Segmentation of Tuberculosis-Consistent Findings in Chest X-rays Using Augmented Training of Modality-Specific U-Net Models with Weak Localizations. Diagnostics (Basel, Switzerland). 11. PMID 33808240 DOI: 10.3390/diagnostics11040616 |
0.755 |
|
| 2021 |
Guo P, Xue Z, Jeronimo J, Gage JC, Desai KT, Befano B, García F, Long LR, Schiffman M, Antani S. Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images. Journal of Clinical Medicine. 10. PMID 33804469 DOI: 10.3390/jcm10050953 |
0.343 |
|
| 2020 |
Rajaraman S, Sornapudi S, Alderson PO, Folio LR, Antani SK. Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs. Plos One. 15: e0242301. PMID 33180877 DOI: 10.1371/journal.pone.0242301 |
0.746 |
|
| 2020 |
Yu H, Yang F, Rajaraman S, Ersoy I, Moallem G, Poostchi M, Palaniappan K, Antani S, Maude RJ, Jaeger S. Malaria Screener: a smartphone application for automated malaria screening. Bmc Infectious Diseases. 20: 825. PMID 33176716 DOI: 10.1186/s12879-020-05453-1 |
0.643 |
|
| 2020 |
Xue Y, Ye J, Zhou Q, Long LR, Antani S, Xue Z, Cornwell C, Zaino R, Cheng KC, Huang X. Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Analysis. 67: 101816. PMID 33080509 DOI: 10.1016/j.media.2020.101816 |
0.391 |
|
| 2020 |
Kim I, Misra D, Rodriguez L, Gill M, Liberton DK, Almpani K, Lee JS, Antani S. Malocclusion Classification on 3D Cone-Beam CT Craniofacial Images Using Multi-Channel Deep Learning Models. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1294-1298. PMID 33018225 DOI: 10.1109/EMBC44109.2020.9176672 |
0.306 |
|
| 2020 |
Rajaraman S, Siegelman J, Alderson PO, Folio LS, Folio LR, Antani SK. Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays. Ieee Access : Practical Innovations, Open Solutions. 8: 115041-115050. PMID 32742893 DOI: 10.1109/Access.2020.3003810 |
0.749 |
|
| 2020 |
Guo P, Xue Z, Mtema Z, Yeates K, Ginsburg O, Demarco M, Long LR, Schiffman M, Antani S. Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening. Diagnostics (Basel, Switzerland). 10. PMID 32635269 DOI: 10.3390/diagnostics10070451 |
0.407 |
|
| 2020 |
Jain SK, Andronikou S, Goussard P, Antani S, Gomez-Pastrana D, Delacourt C, Starke JR, Ordonez AA, Jean-Philippe P, Browning RS, Perez-Velez CM. Advanced imaging tools for childhood tuberculosis: potential applications and research needs. The Lancet. Infectious Diseases. PMID 32589869 DOI: 10.1016/S1473-3099(20)30177-8 |
0.405 |
|
| 2020 |
Rajaraman S, Antani S. Training deep learning algorithms with weakly labeled pneumonia chest X-ray data for COVID-19 detection. Medrxiv : the Preprint Server For Health Sciences. PMID 32511448 DOI: 10.1101/2020.05.04.20090803 |
0.741 |
|
| 2020 |
Rajaraman S, Antani S. Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays. Diagnostics (Basel, Switzerland). 10. PMID 32486140 DOI: 10.3390/diagnostics10060358 |
0.743 |
|
| 2020 |
Sornapudi S, Hagerty J, Stanley RJ, Stoecker WV, Long R, Antani S, Thoma G, Zuna R, Frazier SR. EpithNet: Deep Regression for Epithelium Segmentation in Cervical Histology Images. Journal of Pathology Informatics. 11: 10. PMID 32477616 DOI: 10.4103/Jpi.Jpi_53_19 |
0.353 |
|
| 2020 |
Xue Z, Novetsky AP, Einstein MH, Marcus JZ, Befano B, Guo P, Demarco M, Wentzensen N, Long LR, Schiffman M, Antani S. A demonstration of automated visual evaluation (AVE) of cervical images taken with a smartphone camera. International Journal of Cancer. PMID 32356305 DOI: 10.1002/Ijc.33029 |
0.446 |
|
| 2020 |
Zamzmi G, Hsu LY, Li W, Sachdev V, Antani S. Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions. Ieee Reviews in Biomedical Engineering. PMID 32305938 DOI: 10.1109/Rbme.2020.2988295 |
0.811 |
|
| 2020 |
Rajaraman S, Antani SK. Modality-specific deep learning model ensembles toward improving TB detection in chest radiographs. Ieee Access : Practical Innovations, Open Solutions. 8: 27318-27326. PMID 32257736 DOI: 10.1109/Access.2020.2971257 |
0.758 |
|
| 2020 |
Rajaraman S, Kim I, Antani SK. Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles. Peerj. 8: e8693. PMID 32211231 DOI: 10.7717/Peerj.8693 |
0.782 |
|
| 2020 |
Guo P, Xue Z, Long LR, Antani S. Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation. Diagnostics (Basel, Switzerland). 10. PMID 31947707 DOI: 10.3390/diagnostics10010044 |
0.378 |
|
| 2020 |
Rajaraman S, Sornapudi S, Kohli M, Antani S. Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 3689-3692. PMID 31946676 DOI: 10.1109/EMBC.2019.8856715 |
0.748 |
|
| 2020 |
Zamzmi G, Rajaraman S, Antani S. Accelerating Super-Resolution and Visual Task Analysis in Medical Images Applied Sciences. 10: 4282. DOI: 10.3390/App10124282 |
0.822 |
|
| 2020 |
Zou J, Thoma G, Antani S. Unified Deep Neural Network for Segmentation and Labeling of Multipanel Biomedical Figures Journal of the Association For Information Science and Technology. DOI: 10.1002/Asi.24334 |
0.303 |
|
| 2019 |
Sornapudi S, Brown GT, Xue Z, Long R, Allen L, Antani S. Comparing Deep Learning Models for Multi-cell Classification in Liquid- based Cervical Cytology Image. Amia ... Annual Symposium Proceedings. Amia Symposium. 2019: 820-827. PMID 32308878 |
0.317 |
|
| 2019 |
Ganesan P, Xue Z, Singh S, Long R, Ghoraani B, Antani S. Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 4487-4490. PMID 31946862 DOI: 10.1109/EMBC.2019.8857124 |
0.334 |
|
| 2019 |
Ganesan P, Rajaraman S, Long R, Ghoraani B, Antani S. Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 841-844. PMID 31946026 DOI: 10.1109/EMBC.2019.8857516 |
0.729 |
|
| 2019 |
Rajaraman S, Jaeger S, Antani SK. Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images. Peerj. 7: e6977. PMID 31179181 DOI: 10.7717/Peerj.6977 |
0.682 |
|
| 2019 |
Kim I, Rajaraman S, Antani S. Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities. Diagnostics (Basel, Switzerland). 9. PMID 30987172 DOI: 10.3390/diagnostics9020038 |
0.745 |
|
| 2019 |
Candemir S, Antani S. A review on lung boundary detection in chest X-rays. International Journal of Computer Assisted Radiology and Surgery. 14: 563-576. PMID 30730032 DOI: 10.1007/S11548-019-01917-1 |
0.391 |
|
| 2019 |
Kallianos K, Mongan J, Antani S, Henry T, Taylor A, Abuya J, Kohli M. How far have we come? Artificial intelligence for chest radiograph interpretation. Clinical Radiology. PMID 30704666 DOI: 10.1016/J.Crad.2018.12.015 |
0.411 |
|
| 2019 |
Hu L, Bell D, Antani S, Xue Z, Yu K, Horning MP, Gachuhi N, Wilson B, Jaiswal MS, Befano B, Long LR, Herrero R, Einstein MH, Burk RD, Demarco M, et al. An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening. Journal of the National Cancer Institute. PMID 30629194 DOI: 10.1097/Ogx.0000000000000687 |
0.339 |
|
| 2019 |
Long LR, Antani S, Deserno TM, Thoma GR. Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions. International Journal of Healthcare Information Systems and Informatics : Official Publication of the Information Resources Management Association. 4: 1-16. PMID 20523757 DOI: 10.4018/Jhisi.2009010101 |
0.369 |
|
| 2019 |
AlMubarak HA, Stanley J, Guo P, Long R, Antani S, Thoma G, Zuna R, Frazier S, Stoecker W. A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification International Journal of Healthcare Information Systems and Informatics. 14: 66-87. DOI: 10.4018/Ijhisi.2019040105 |
0.479 |
|
| 2018 |
Rajaraman S, Candemir S, Kim I, Thoma G, Antani S. Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs. Applied Sciences (Basel, Switzerland). 8. PMID 32457819 DOI: 10.3390/App8101715 |
0.74 |
|
| 2018 |
Rajaraman S, Candemir S, Xue Z, Alderson PO, Kohli M, Abuya J, Thoma GR, Antani S. A novel stacked generalization of models for improved TB detection in chest radiographs. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 718-721. PMID 30440497 DOI: 10.1109/EMBC.2018.8512337 |
0.722 |
|
| 2018 |
Dhoot R, Humphrey JM, O'Meara P, Gardner A, McDonald CJ, Ogot K, Antani S, Abuya J, Kohli M. Implementing a mobile diagnostic unit to increase access to imaging and laboratory services in western Kenya. Bmj Global Health. 3: e000947. PMID 30364326 DOI: 10.1136/Bmjgh-2018-000947 |
0.314 |
|
| 2018 |
Rajaraman S, Silamut K, Hossain MA, Ersoy I, Maude RJ, Jaeger S, Thoma GR, Antani SK. Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images. Journal of Medical Imaging (Bellingham, Wash.). 5: 034501. PMID 30035153 DOI: 10.1117/1.Jmi.5.3.034501 |
0.736 |
|
| 2018 |
Vajda S, Karargyris A, Jaeger S, Santosh KC, Candemir S, Xue Z, Antani S, Thoma G. Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. Journal of Medical Systems. 42: 146. PMID 29959539 DOI: 10.1007/S10916-018-0991-9 |
0.514 |
|
| 2018 |
Santosh KC, Antani S. Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities? Ieee Transactions On Medical Imaging. 37: 1168-1177. PMID 29727280 DOI: 10.1109/Tmi.2017.2775636 |
0.4 |
|
| 2018 |
Rajaraman S, Antani SK, Poostchi M, Silamut K, Hossain MA, Maude RJ, Jaeger S, Thoma GR. Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images. Peerj. 6: e4568. PMID 29682411 DOI: 10.7717/Peerj.4568 |
0.756 |
|
| 2018 |
Sornapudi S, Stanley RJ, Stoecker WV, Almubarak H, Long R, Antani S, Thoma G, Zuna R, Frazier SR. Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels. Journal of Pathology Informatics. 9: 5. PMID 29619277 DOI: 10.4103/Jpi.Jpi_74_17 |
0.436 |
|
| 2017 |
Xu T, Zhang H, Xin C, Kim E, Long LR, Xue Z, Antani S, Huang X. Multi-feature based Benchmark for Cervical Dysplasia Classification Evaluation. Pattern Recognition. 63: 468-475. PMID 28603299 DOI: 10.1016/J.Patcog.2016.09.027 |
0.424 |
|
| 2017 |
Santosh KC, Aafaque A, Antani S, Thoma GR. Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR International Journal of Pattern Recognition and Artificial Intelligence. 31: 1757003. DOI: 10.1142/S0218001417570038 |
0.421 |
|
| 2017 |
Xue Z, Antani S, Long LR, Thoma GR. Automatic multi-label annotation of abdominal CT images using CBIR Proceedings of Spie. 10138: 1013807. DOI: 10.1117/12.2254368 |
0.452 |
|
| 2017 |
Ding M, Antani S, Jaeger S, Xue Z, Candemir S,Kohli M, Thoma G. Local-Global Classifier Fusion for Screening Chest Radiographs SPIE Medical Imaging Spie Medical Imaging 2017. DOI: 10.1117/12.2252459 |
0.488 |
|
| 2017 |
Almubarak HA, Stanley RJ, Long R, Antani S, Thoma G, Zuna R, Frazier SR. Convolutional Neural Network Based Localized Classification of Uterine Cervical Cancer Digital Histology Images. Procedia Computer Science. 114: 281-287. DOI: 10.1016/J.Procs.2017.09.044 |
0.449 |
|
| 2016 |
Guo P, Almubarak H, Banerjee K, Stanley RJ, Long R, Antani S, Thoma G, Zuna R, Frazier SR, Moss RH, Stoecker WV. Enhancements in localized classification for uterine cervical cancer digital histology image assessment. Journal of Pathology Informatics. 7: 51. PMID 28163974 DOI: 10.4103/2153-3539.197193 |
0.397 |
|
| 2016 |
Candemir S, Jaeger S, Antani S, Bagci U, Folio LR, Xu Z, Thoma G. Atlas-based rib-bone detection in chest X-rays. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 51: 32-39. PMID 27156048 DOI: 10.1016/J.Compmedimag.2016.04.002 |
0.368 |
|
| 2016 |
Santosh KC, Alam N, Roy PP, Wendling L, Antani S, Thoma GR. A Simple and Efficient Arrowhead Detection Technique in Biomedical Images International Journal of Pattern Recognition and Artificial Intelligence. 30. DOI: 10.1142/S0218001416570020 |
0.452 |
|
| 2016 |
Faruque J, Antani SK, Long LR, Kim L, Thoma GR. Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique Proceedings of Spie. 9787. DOI: 10.1117/12.2217364 |
0.435 |
|
| 2016 |
Candemir S, Jaeger S, Lin W, Xue Z, Antani SK, Thoma GR. Automatic heart localization and radiographic index computation in chest x-rays Proceedings of Spie. 9785: 978517. DOI: 10.1117/12.2217209 |
0.381 |
|
| 2016 |
Xue Z, Antani S, Long LR, Demner-Fushman D, Thoma GR. Improving face image extraction by using deep learning technique Proceedings of Spie. 9789. DOI: 10.1117/12.2216278 |
0.468 |
|
| 2016 |
Santosh K, Wendling L, Antani S, Thoma GR. Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images Ieee Intelligent Systems. 31: 66-75. DOI: 10.1109/Mis.2016.24 |
0.447 |
|
| 2015 |
Rahman MM, Antani SK, Demner-Fushman D, Thoma GR. Biomedical image representation approach using visualness and spatial information in a concept feature space for interactive region-of-interest-based retrieval. Journal of Medical Imaging (Bellingham, Wash.). 2: 046502. PMID 26730398 DOI: 10.1117/1.Jmi.2.4.046502 |
0.436 |
|
| 2015 |
Guo P, Banerjee K, Stanley R, Long R, Antani S, Thoma G, Zuna R, Frazier S, Moss R, Stoecker W. Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis with Fusion-based Classification. Ieee Journal of Biomedical and Health Informatics. PMID 26529792 DOI: 10.1109/Jbhi.2015.2483318 |
0.458 |
|
| 2015 |
Demner-Fushman D, Kohli MD, Rosenman MB, Shooshan SE, Rodriguez L, Antani S, Thoma GR, McDonald CJ. Preparing a collection of radiology examinations for distribution and retrieval. Journal of the American Medical Informatics Association : Jamia. PMID 26133894 DOI: 10.1093/Jamia/Ocv080 |
0.331 |
|
| 2015 |
Demner-Fushman D, Antani S, Kalpathy-Cramer J, Müller H. A decade of community-wide efforts in advancing medical image understanding and retrieval. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 39: 1-2. PMID 25572585 DOI: 10.1016/J.Compmedimag.2014.12.002 |
0.342 |
|
| 2015 |
Song D, Kim E, Huang X, Patruno J, Munoz-Avila H, Heflin J, Long LR, Antani S. Multimodal entity coreference for cervical dysplasia diagnosis. Ieee Transactions On Medical Imaging. 34: 229-45. PMID 25167547 DOI: 10.1109/Tmi.2014.2352311 |
0.36 |
|
| 2015 |
Simpson MS, You D, Rahman MM, Xue Z, Demner-Fushman D, Antani S, Thoma G. Literature-based biomedical image classification and retrieval. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 39: 3-13. PMID 25016956 DOI: 10.1016/J.Compmedimag.2014.06.006 |
0.468 |
|
| 2015 |
Kalpathy-Cramer J, de Herrera AG, Demner-Fushman D, Antani S, Bedrick S, Müller H. Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 39: 55-61. PMID 24746250 DOI: 10.1016/J.Compmedimag.2014.03.004 |
0.468 |
|
| 2015 |
Santosh KC, Candemir S, Jaeger S, Karargyris A, Antani S, Thoma GR, Folio L. Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control International Journal of Pattern Recognition and Artificial Intelligence. 29: 1557001. DOI: 10.1142/S0218001415570013 |
0.366 |
|
| 2015 |
Rahman MM, Antani SK, Demner-Fushman D, Thoma GR. A concept-based interactive biomedical image retrieval approach using visualness and spatial information Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9418. DOI: 10.1117/12.2081456 |
0.447 |
|
| 2015 |
Candemir S, Antani S, Jaeger S, Browning R, Thoma GR. Lung boundary detection in pediatric chest X-rays Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9418. DOI: 10.1117/12.2081060 |
0.456 |
|
| 2015 |
Xue Z, You D, Chachra S, Antani S, Long LR, Demner-Fushman D, Thoma GR. Extraction of endoscopic images for biomedical figure classification Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9418. DOI: 10.1117/12.2081033 |
0.425 |
|
| 2015 |
Xu T, Huang X, Kim E, Long LR, Antani SK. Multi-test cervical cancer diagnosis with missing data estimation Proceedings of Spie. 9414. DOI: 10.1117/12.2080871 |
0.406 |
|
| 2015 |
Vajda S, You D, Antani SK, Thoma GR. Label the many with a few: Semi-automatic medical image modality discovery in a large image collection Ieee Ssci 2014 - 2014 Ieee Symposium Series On Computational Intelligence - Cicare 2014: 2014 Ieee Symposium On Computational Intelligence in Healthcare and E-Health, Proceedings. 167-173. DOI: 10.1109/CICARE.2014.7007850 |
0.303 |
|
| 2015 |
Xue Z, Candemir S, Antani S, Long LR, Jaeger S, Demner-Fushman D, Thoma GR. Foreign object detection in chest X-rays Proceedings - 2015 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2015. 956-961. DOI: 10.1109/BIBM.2015.7359812 |
0.32 |
|
| 2015 |
Vajda S, You D, Antani S, Thoma G. Large image modality labeling initiative using semi-supervised and optimized clustering International Journal of Multimedia Information Retrieval. 4: 143-151. DOI: 10.1007/S13735-015-0078-Z |
0.438 |
|
| 2015 |
Xu T, Xin C, Long LR, Antani S, Xue Z, Kim E, Huang X. A new image data set and benchmark for cervical dysplasia classification evaluation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9352: 26-35. DOI: 10.1007/978-3-319-24888-2_4 |
0.348 |
|
| 2014 |
Jaeger S, Candemir S, Antani S, Wáng YX, Lu PX, Thoma G. Two public chest X-ray datasets for computer-aided screening of pulmonary diseases. Quantitative Imaging in Medicine and Surgery. 4: 475-7. PMID 25525580 DOI: 10.3978/J.Issn.2223-4292.2014.11.20 |
0.328 |
|
| 2014 |
Candemir S, Jaeger S, Palaniappan K, Musco JP, Singh RK, Xue Z, Karargyris A, Antani S, Thoma G, McDonald CJ. Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration Ieee Transactions On Medical Imaging. 33: 577-590. PMID 24239990 DOI: 10.1109/Tmi.2013.2290491 |
0.435 |
|
| 2014 |
Jaeger S, Karargyris A, Candemir S, Folio L, Siegelman J, Callaghan F, Xue Z, Palaniappan K, Singh RK, Antani S, Thoma G, Wang YX, Lu PX, McDonald CJ. Automatic tuberculosis screening using chest radiographs Ieee Transactions On Medical Imaging. 33: 233-245. PMID 24108713 DOI: 10.1109/Tmi.2013.2284099 |
0.409 |
|
| 2014 |
De S, Stanley RJ, Cheng B, Antani S, Long R, Thoma G. Automated text detection and recognition in annotated biomedical publication images International Journal of Healthcare Information Systems and Informatics. 9: 34-63. DOI: 10.4018/Ijhisi.2014040103 |
0.458 |
|
| 2014 |
Rahman MM, Antani SK, Demner-Fushman D, Thoma GR. Biomedical image representation and classification using an entropy weighted probabilistic concept feature space Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9039. DOI: 10.1117/12.2043911 |
0.473 |
|
| 2014 |
Xue Z, You D, Antani S, Long LR, Demner-Fushman D, Thoma GR. Classification of visual signs in abdominal CT image figures in biomedical literature Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9039. DOI: 10.1117/12.2043045 |
0.489 |
|
| 2014 |
You D, Antani S, Demner-Fushman D, Thoma GR. A contour-based shape descriptor for biomedical image classification and retrieval Proceedings of Spie - the International Society For Optical Engineering. 9021. DOI: 10.1117/12.2042526 |
0.343 |
|
| 2014 |
Chachra SK, Xue Z, Antani S, Demner-Fushman D, Thoma GR. Extraction and labeling high-resolution images from PDF documents Proceedings of Spie - the International Society For Optical Engineering. 9021. DOI: 10.1117/12.2042336 |
0.322 |
|
| 2014 |
Pedrosa GV, Rahman MM, Antani SK, Demner-Fushman D, Long LR, Traina AJM. Integrating visual words as bunch of n-grams for effective biomedical image classification 2014 Ieee Winter Conference On Applications of Computer Vision, Wacv 2014. 431-436. DOI: 10.1109/WACV.2014.6836069 |
0.308 |
|
| 2014 |
Santosh KC, Wendling L, Antani SK, Thoma GR. Scalable arrow detection in biomedical images Proceedings - International Conference On Pattern Recognition. 3257-3262. DOI: 10.1109/ICPR.2014.561 |
0.329 |
|
| 2014 |
You D, Antani S, Demner-Fushman D, Thoma GR. An MRF model for biomedical image segmentation Proceedings - Ieee Symposium On Computer-Based Medical Systems. 539-540. DOI: 10.1109/CBMS.2014.128 |
0.336 |
|
| 2014 |
You D, Antani S, Demner-Fushman D, Thoma GR. Biomedical image segmentation for semantic visual feature extraction Proceedings - 2014 Ieee International Conference On Bioinformatics and Biomedicine, Ieee Bibm 2014. 289-292. DOI: 10.1109/BIBM.2014.6999170 |
0.347 |
|
| 2014 |
Rahman MM, You D, Simpson MS, Antani SK, Demner-Fushman D, Thoma GR. Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification International Journal of Multimedia Information Retrieval. 3: 131-146. DOI: 10.1007/S13735-014-0057-9 |
0.445 |
|
| 2014 |
Simpson MS, Demner-Fushman D, Antani SK, Thoma GR. Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping Information Retrieval. 17: 229-264. DOI: 10.1007/S10791-013-9235-2 |
0.448 |
|
| 2013 |
De S, Stanley RJ, Lu C, Long R, Antani S, Thoma G, Zuna R. A fusion-based approach for uterine cervical cancer histology image classification. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 37: 475-87. PMID 24075360 DOI: 10.1016/J.Compmedimag.2013.08.001 |
0.464 |
|
| 2013 |
Jaeger S, Karargyris A, Candemir S, Siegelman J, Folio L, Antani S, Thoma G. Automatic screening for tuberculosis in chest radiographs: a survey. Quantitative Imaging in Medicine and Surgery. 3: 89-99. PMID 23630656 DOI: 10.3978/J.Issn.2223-4292.2013.04.03 |
0.334 |
|
| 2013 |
You D, Rahman MM, Antani S, Demner-Fushman D, Thoma GR. Text- and content-based biomedical image modality classiffcation Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8674. DOI: 10.1117/12.2007932 |
0.476 |
|
| 2013 |
Bryant B, Sari-Sarraf H, Wachtel M, Long R, Antani S. Fast GPU-based segmentation of H&E stained squamous epithelium from multi-gigapixel tiled virtual slides Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8676. DOI: 10.1117/12.2007800 |
0.356 |
|
| 2013 |
Kamalakannan S, Bryant B, Sari-Sarraf H, Long R, Antani S, Thoma G. Integrating shape into an interactive segmentation framework Proceedings of Spie - the International Society For Optical Engineering. 8670. DOI: 10.1117/12.2007262 |
0.444 |
|
| 2013 |
You D, Simpson M, Antani S, Demner-Fushman D, Thoma GR. Annotating image ROIs with text descriptions for multimodal biomedical document retrieval Proceedings of Spie - the International Society For Optical Engineering. 8658. DOI: 10.1117/12.2005937 |
0.339 |
|
| 2013 |
You D, Simpson M, Antani S, Demner-Fushman D, Thoma GR. A robust pointer segmentation in biomedical images toward building a visual ontology for biomedical article retrieval Proceedings of Spie - the International Society For Optical Engineering. 8658. DOI: 10.1117/12.2005934 |
0.36 |
|
| 2013 |
Kamalakannan S, Antani SK, Long LR, Thoma GR. Customized hybrid level sets for automatic lung segmentation in chest x-ray images Proceedings of Spie. 8669: 866939. DOI: 10.1117/12.2001531 |
0.457 |
|
| 2013 |
Xue Z, Antani S, Long LR, Demner-Fushman D, Thoma GR. Classification of CT figures in biomedical articles based on body segments Proceedings - 2013 Ieee International Conference On Healthcare Informatics, Ichi 2013. 264-268. DOI: 10.1109/ICHI.2013.17 |
0.304 |
|
| 2013 |
Rahman MM, You D, Simpson MS, Antani SK, Demner-Fushman D, Thoma GR. Multimodal biomedical image retrieval using hierarchical classification and modality fusion International Journal of Multimedia Information Retrieval. 2: 159-173. DOI: 10.1007/S13735-013-0038-4 |
0.451 |
|
| 2013 |
Apostolova E, You D, Xue Z, Antani S, Demner-Fushman D, Thoma GR. Image retrieval from scientific publications: Text and image content processing to separate multipanel figures Journal of the American Society For Information Science and Technology. 64: 893-908. DOI: 10.1002/Asi.22810 |
0.447 |
|
| 2012 |
He L, Long LR, Antani S, Thoma GR. Histology image analysis for carcinoma detection and grading. Computer Methods and Programs in Biomedicine. 107: 538-56. PMID 22436890 DOI: 10.1016/J.Cmpb.2011.12.007 |
0.457 |
|
| 2012 |
Demner-Fushman D, Antani S, Simpson M, Thoma GR. Design and Development of a Multimodal Biomedical Information Retrieval System Journal of Computing Science and Engineering. 6: 168-177. DOI: 10.5626/Jcse.2012.6.2.168 |
0.369 |
|
| 2012 |
Ghosh P, Antani SK, Long LR, Thoma GR. Unsupervised segmentation of lungs from chest radiographs Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8315. DOI: 10.1117/12.911574 |
0.426 |
|
| 2012 |
M̈uller H, Kalpathy-Cramer J, Demner-Fushman D, Antani S. Creating a classification of image types in the medical literature for visual categorization Proceedings of Spie - the International Society For Optical Engineering. 8425. DOI: 10.1117/12.911186 |
0.456 |
|
| 2012 |
Rahman MM, Antani SK, Fushman DD, Thoma GR. Biomedical image retrieval using multimodal context and concept feature spaces Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7075: 24-35. DOI: 10.1007/978-3-642-28460-1_3 |
0.394 |
|
| 2011 |
Rahman MM, Antani SK, Thoma GR. A learning-based similarity fusion and filtering approach for biomedical image retrieval using SVM classification and relevance feedback. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 15: 640-6. PMID 21690019 DOI: 10.1109/TITB.2011.2151258 |
0.362 |
|
| 2011 |
Gururajan A, Kamalakannan S, Sari-Sarraf H, Shahriar M, Long R, Antani S. On the creation of a segmentation library for digitized cervical and lumbar spine radiographs. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 35: 251-65. PMID 21377835 DOI: 10.1016/J.Compmedimag.2010.11.006 |
0.427 |
|
| 2011 |
Stanley RJ, De S, Demner-Fushman D, Antani S, Thoma GR. An image feature-based approach to automatically find images for application to clinical decision support. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 35: 365-72. PMID 21144707 DOI: 10.1016/J.Compmedimag.2010.11.008 |
0.446 |
|
| 2011 |
Cheng B, Stanley RJ, De S, Antani S, Thoma GR. Automatic detection of arrow annotation overlays in biomedical images International Journal of Healthcare Information Systems and Informatics. 6: 23-41. DOI: 10.4018/Jhisi.2011100102 |
0.503 |
|
| 2011 |
Antani S, Xue Z, Long LR, Bennett D, Ward S, Thoma GR. Is there a need for biomedical CBIR systems in clinical practice? Outcomes from a usability study Proceedings of Spie. 7967: 796708. DOI: 10.1117/12.878268 |
0.358 |
|
| 2011 |
Kim E, Antani S, Huang X, Long LR, Demner-Fushman D. Using relevant regions in image search and query refinement for medical CBIR Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7967. DOI: 10.1117/12.878192 |
0.446 |
|
| 2011 |
He L, Long LR, Antani SK, Thoma GR. Distribution Fitting-based Pixel Labeling for Histology Image Segmentation Proceedings of Spie. 7963. DOI: 10.1117/12.877726 |
0.345 |
|
| 2011 |
Cheng B, Antani S, Stanley RJ, Thoma GR. Automatic segmentation of subfigure image panels for multimodal biomedical document retrieval Proceedings of Spie - the International Society For Optical Engineering. 7874. DOI: 10.1117/12.873685 |
0.32 |
|
| 2011 |
You D, Antani S, Demner-Fushman D, Rahman MM, Govindaraju V, Thoma GR. Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval Proceedings of Spie - the International Society For Optical Engineering. 7874. DOI: 10.1117/12.873434 |
0.367 |
|
| 2011 |
Rahman MM, Antani SK, Thoma GR. A biomedical image retrieval framework based on classification-driven image filtering and similarity fusion Proceedings - International Symposium On Biomedical Imaging. 1905-1908. DOI: 10.1109/ISBI.2011.5872781 |
0.34 |
|
| 2011 |
Ghosh P, Antani SK, Long LR, Thoma GR. Unsupervised grow-cut: Cellular automata-based medical image segmentation Proceedings - 2011 1st Ieee International Conference On Healthcare Informatics, Imaging and Systems Biology, Hisb 2011. 40-47. DOI: 10.1109/HISB.2011.44 |
0.329 |
|
| 2011 |
Rahman MM, Antani SK, Thoma GR. A query expansion framework in image retrieval domain based on local and global analysis Information Processing and Management. 47: 676-691. DOI: 10.1016/J.Ipm.2010.12.001 |
0.446 |
|
| 2010 |
Thoma GR, Ford G, Antani S, Demner-Fushman D, Chung M, Simpson M. Interactive Publication: The document as a research tool. Web Semantics (Online). 8: 145-150. PMID 20657757 DOI: 10.1016/J.Websem.2010.04.001 |
0.315 |
|
| 2010 |
Xue Z, Long LR, Antani S, Neve L, Zhu Y, Thoma GR. A unified set of analysis tools for uterine cervix image segmentation. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 34: 593-604. PMID 20510585 DOI: 10.1016/J.Compmedimag.2010.04.002 |
0.471 |
|
| 2010 |
Kamalakannan S, Gururajan A, Sari-Sarraf H, Long R, Antani S. Double-edge detection of radiographic lumbar vertebrae images using pressurized open DGVF snakes. Ieee Transactions On Bio-Medical Engineering. 57: 1325-34. PMID 20172792 DOI: 10.1109/Tbme.2010.2040082 |
0.408 |
|
| 2010 |
Qian X, Tagare HD, Fulbright RK, Long R, Antani S. Optimal embedding for shape indexing in medical image databases. Medical Image Analysis. 14: 243-54. PMID 20163981 DOI: 10.1016/J.Media.2010.01.001 |
0.396 |
|
| 2010 |
Rahman MM, Antani SK, Thoma GR. A classification-driven similarity matching framework for retrieval of biomedical images Mir 2010 - Proceedings of the 2010 Acm Sigmm International Conference On Multimedia Information Retrieval. 147-154. DOI: 10.1145/1743384.1743413 |
0.33 |
|
| 2010 |
Kim E, Huang X, Tan G, Long LR, Antani S. A hierarchical SVG image abstraction layer for medical imaging Proceedings of Spie. 7628: 762809. DOI: 10.1117/12.844502 |
0.442 |
|
| 2010 |
Guan H, Antani S, Long LR, Thoma GR. Minimizing the Semantic Gap in Biomedical Content-Based Image Retrieval Proceedings of Spie. 7628: 762807. DOI: 10.1117/12.844470 |
0.464 |
|
| 2010 |
Xue Z, Antani S, Long LR, Thoma GR. Web-accessible cervigram automatic segmentation tool Proceedings of Spie. 7628. DOI: 10.1117/12.844336 |
0.429 |
|
| 2010 |
You D, Antani S, Demner-Fushman D, Rahman MM, Govindaraju V, Thoma GR. Biomedical article retrieval using multimodal features and image annotations in region-based CBIR Proceedings of Spie - the International Society For Optical Engineering. 7534. DOI: 10.1117/12.838973 |
0.353 |
|
| 2010 |
Rahman MM, Antani SK, Long RL, Demner-Fushman D, Thoma GR. Multi-modal query expansion based on local analysis for medical image retrieval Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5853: 110-119. DOI: 10.1007/978-3-642-11769-5_11 |
0.323 |
|
| 2009 |
Deserno TM, Antani S, Long LR. Content-based image retrieval for scientific literature access. Methods of Information in Medicine. 48: 371-80. PMID 19621115 DOI: 10.3414/Me0561 |
0.336 |
|
| 2009 |
Massad LS, Jeronimo J, Katki HA, Schiffman M, Antani S, Boardman L, Cartwright P, Castle P, Dunton C, Gage J, Guido R, Guijon F, Herzog T, Huh W, Korn A, et al. The accuracy of colposcopic grading for detection of high-grade cervical intraepithelial neoplasia Journal of Lower Genital Tract Disease. 13: 137-144. PMID 19550210 DOI: 10.1097/Lgt.0B013E31819308D4 |
0.342 |
|
| 2009 |
Demner-Fushman D, Antani S, Simpson M, Thoma GR. Annotation and retrieval of clinically relevant images. International Journal of Medical Informatics. 78: e59-67. PMID 19546026 DOI: 10.1016/J.Ijmedinf.2009.05.003 |
0.393 |
|
| 2009 |
Greenspan H, Gordon S, Zimmerman G, Lotenberg S, Jeronimo J, Antani S, Long R. Automatic detection of anatomical landmarks in uterine cervix images. Ieee Transactions On Medical Imaging. 28: 454-68. PMID 19244017 DOI: 10.1109/Tmi.2008.2007823 |
0.436 |
|
| 2009 |
Gordon S, Lotenberg S, Long R, Antani S, Jeronimo J, Greenspan H. Evaluation of uterine cervix segmentations using ground truth from multiple experts. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 33: 205-16. PMID 19217754 DOI: 10.1016/J.Compmedimag.2008.12.002 |
0.43 |
|
| 2009 |
Hsu W, Antani S, Long LR, Neve L, Thoma GR. SPIRS: a Web-based image retrieval system for large biomedical databases. International Journal of Medical Informatics. 78: S13-24. PMID 18996737 DOI: 10.1016/J.Ijmedinf.2008.09.006 |
0.461 |
|
| 2009 |
Xue Z, Long LR, Antani S, Jeronimo J, Thoma GR. Segmentation of mosaicism in cervicographic images using support vector machines Proceedings of Spie. 7259. DOI: 10.1117/12.812318 |
0.503 |
|
| 2009 |
You D, Apostolova E, Antani S, Demner-Fushman D, Thoma GR. Figure content analysis for improved biomedical article retrieval Proceedings of Spie - the International Society For Optical Engineering. 7247. DOI: 10.1117/12.805976 |
0.341 |
|
| 2009 |
Rahman MM, Antani SK, Thoma GR. A medical image retrieval framework in correlation enhanced visual concept feature space Proceedings - Ieee Symposium On Computer-Based Medical Systems. DOI: 10.1109/CBMS.2009.5255392 |
0.332 |
|
| 2009 |
Xu X, Lee DJ, Antani SK, Rodney Long L, Archibald JK. Using relevance feedback with short-term memory for content-based spine X-ray image retrieval Neurocomputing. 72: 2259-2269. DOI: 10.1016/J.Neucom.2008.12.029 |
0.451 |
|
| 2009 |
Simpson M, Demner-Fushman D, Sneiderman C, Antani SK, Thoma GR. Using non-lexical features to identify effective indexing terms for biomedical illustrations Eacl 2009 - 12th Conference of the European Chapter of the Association For Computational Linguistics, Proceedings. 737-744. |
0.31 |
|
| 2008 |
Zhu Y, Huang X, Wang W, Lopresti D, Long R, Antani S, Xue Z, Thoma G. Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. Journal of Signal Processing Systems. 55: 185-207. PMID 20523759 DOI: 10.1007/s11265-008-0215-5 |
0.309 |
|
| 2008 |
Xu X, Lee DJ, Antani S, Long LR. A spine X-ray image retrieval system using partial shape matching. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 12: 100-8. PMID 18270042 DOI: 10.1109/TITB.2007.904149 |
0.33 |
|
| 2008 |
Deserno TM, Antani S, Long R. Ontology of gaps in content-based image retrieval. Journal of Digital Imaging. 22: 202-15. PMID 18239964 DOI: 10.1007/S10278-007-9092-X |
0.408 |
|
| 2008 |
Stanley RJ, Antani S, Long R, Thoma G, Gupta K, Das M. Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 32: 44-52. PMID 17949946 DOI: 10.1016/J.Compmedimag.2007.09.002 |
0.436 |
|
| 2008 |
Antani S, Demner-Fushman D, Jiang L, Srinivasan BV, Thoma GR. Exploring use of images in clinical articles for decision support in evidence-based medicine Proceedings of Spie - the International Society For Optical Engineering. 6815. DOI: 10.1117/12.766778 |
0.366 |
|
| 2008 |
Yao J, Zhang Z(, Antani S, Long R, Thoma G. Automatic medical image annotation and retrieval Neurocomputing. 71: 2012-2022. DOI: 10.1016/J.Neucom.2007.10.021 |
0.438 |
|
| 2007 |
Xue Z, Antani S, Long LR, Jeronimo J, Thoma GR. Investigating CBIR techniques for cervicographic images. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 826-30. PMID 18693952 |
0.314 |
|
| 2007 |
Antani SK, Deserno TM, Long LR, Thoma GR. Geographically distributed complementary content-based image retrieval systems for biomedical image informatics. Studies in Health Technology and Informatics. 129: 493-7. PMID 17911766 |
0.311 |
|
| 2007 |
Demner-Fushman D, Antani S, Thoma GR. Automatically finding images for clinical decision support Proceedings - Ieee International Conference On Data Mining, Icdm. 139-144. DOI: 10.1109/ICDMW.2007.12 |
0.356 |
|
| 2006 |
Jeronimo J, Long LR, Neve L, Michael B, Antani S, Schiffman M. Digital tools for collecting data from cervigrams for research and training in colposcopy. Journal of Lower Genital Tract Disease. 10: 16-25. PMID 16378028 DOI: 10.1097/01.Lgt.0000194057.20485.5A |
0.423 |
|
| 2006 |
Antani S, Cheng J, Long J, Long LR, Thoma GR. Medical validation and CBIR of spine x-ray images over the Internet Electronic Imaging. 6061. DOI: 10.1117/12.649372 |
0.454 |
|
| 2006 |
Thoma GR, Ford G, Chung M, Vasudevan K, Antani S. Interactive publications: creation and usage Electronic Imaging. 6076: 607603. DOI: 10.1117/12.641252 |
0.358 |
|
| 2005 |
Long LR, Antani SK, Thoma GR. Image informatics at a national research center. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 29: 171-93. PMID 15755536 DOI: 10.1016/J.Compmedimag.2004.09.015 |
0.419 |
|
| 2005 |
Antani S, Long LR, Thoma GR. Content-based image retrieval for large biomedical image archives. Studies in Health Technology and Informatics. 107: 829-33. PMID 15360928 |
0.316 |
|
| 2005 |
Antani S, Natarajan M, Long JL, Long LR, Thoma GR. Developing a comprehensive system for content-based retrieval of image and text data from a national survey Progress in Biomedical Optics and Imaging - Proceedings of Spie. 5748: 152-161. DOI: 10.1117/12.596587 |
0.35 |
|
| 2005 |
Antani SK, Long LR, Thoma GR. Applying vertebral boundary semantics to CBIR of digitized spine x-ray images Electronic Imaging. 5682: 98-107. DOI: 10.1117/12.588467 |
0.423 |
|
| 2004 |
Cherukuri M, Stanley RJ, Long R, Antani S, Thoma G. Anterior osteophyte discrimination in lumbar vertebrae using size-invariant features. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 28: 99-108. PMID 15127754 DOI: 10.1016/J.Compmedimag.2003.09.002 |
0.369 |
|
| 2004 |
Chamarthy P, Stanley RJ, Cizek G, Long R, Antani S, Thoma G. Image analysis techniques for characterizing disc space narrowing in cervical vertebrae interfaces. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 28: 39-50. PMID 15127748 DOI: 10.1016/J.Compmedimag.2003.10.001 |
0.353 |
|
| 2004 |
Antani S, Lee D, Long LR, Thoma GR. Evaluation of shape similarity measurement methods for spine X-ray images Journal of Visual Communication and Image Representation. 15: 285-302. DOI: 10.1016/J.Jvcir.2004.04.005 |
0.464 |
|
| 2003 |
Antani SK, Xu X, Long LR, Thoma GR. Partial shape matching for CBIR of spine x-ray images Electronic Imaging. 5307: 1-8. DOI: 10.1117/12.526564 |
0.46 |
|
| 2003 |
Antani SK, Long LR, Thoma GR, Lee D. Evaluation of shape indexing methods for content-based retrieval of X-ray images Storage and Retrieval For Image and Video Databases. 5021: 405-416. DOI: 10.1117/12.476289 |
0.476 |
|
| 2003 |
Crandall D, Antani S, Kasturi R. Extraction of special effects caption text events from digital video International Journal On Document Analysis and Recognition. 5: 138-157. DOI: 10.1007/s10032-002-0091-7 |
0.647 |
|
| 2003 |
Long LR, Antani SK, Thoma GR. A prototype content-based image retrieval system for spine x-rays Proceedings of the Ieee Symposium On Computer-Based Medical Systems. 156-162. |
0.31 |
|
| 2002 |
Antani S, Kasturi R, Jain R. A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video Pattern Recognition. 35: 945-965. DOI: 10.1016/S0031-3203(01)00086-3 |
0.738 |
|
| 1998 |
Gargi U, Kasturi R, Antani S. Performance characterization and comparison of video indexing algorithms Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 559-565. DOI: 10.1109/CVPR.1998.698661 |
0.686 |
|
| 1998 |
Antani S, Kasturi R, Jain R. Pattern recognition methods in image and video databases: Past, present and future Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1451: 31-53. DOI: 10.1007/Bfb0033225 |
0.726 |
|
| Show low-probability matches. |