Year |
Citation |
Score |
2023 |
Chen W, Sá RC, Bai Y, Napel S, Gevaert O, Lauderdale DS, Giger ML. Machine learning with multimodal data for COVID-19. Heliyon. 9: e17934. PMID 37483733 DOI: 10.1016/j.heliyon.2023.e17934 |
0.42 |
|
2023 |
Whitney HM, Baughan N, Myers KJ, Drukker K, Gichoya J, Bower B, Chen W, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Sá RC, Sahiner B, Zhang Z, Giger ML. Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons. Journal of Medical Imaging (Bellingham, Wash.). 10: 61105. PMID 37469387 DOI: 10.1117/1.JMI.10.6.061105 |
0.679 |
|
2023 |
Drukker K, Chen W, Gichoya J, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Myers K, Sá RC, Sahiner B, Whitney H, Zhang Z, Giger M. Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment. Journal of Medical Imaging (Bellingham, Wash.). 10: 061104. PMID 37125409 DOI: 10.1117/1.JMI.10.6.061104 |
0.509 |
|
2021 |
El Naqa I, Li H, Fuhrman J, Hu Q, Gorre N, Chen W, Giger ML. Lessons learned in transitioning to AI in the medical imaging of COVID-19. Journal of Medical Imaging (Bellingham, Wash.). 8: 010902-10902. PMID 34646912 DOI: 10.1117/1.JMI.8.S1.010902 |
0.657 |
|
2019 |
Huang Z, Samuelson F, Tcheuko L, Chen W. Adaptive designs in multi-reader multi-case clinical trials of imaging devices. Statistical Methods in Medical Research. 962280219869370. PMID 31456480 DOI: 10.1177/0962280219869370 |
0.372 |
|
2019 |
Gallas BD, Chen W, Cole E, Ochs R, Petrick N, Pisano ED, Sahiner B, Samuelson FW, Myers KJ. Impact of prevalence and case distribution in lab-based diagnostic imaging studies. Journal of Medical Imaging (Bellingham, Wash.). 6: 015501. PMID 30713851 DOI: 10.1117/1.Jmi.6.1.015501 |
0.367 |
|
2018 |
Niazi MKK, Abas FS, Senaras C, Pennell M, Sahiner B, Chen W, Opfer J, Hasserjian R, Louissaint A, Shana'ah A, Lozanski G, Gurcan MN. Nuclear IHC enumeration: A digital phantom to evaluate the performance of automated algorithms in digital pathology. Plos One. 13: e0196547. PMID 29746503 DOI: 10.1371/Journal.Pone.0196547 |
0.385 |
|
2017 |
Senaras C, Pennell M, Chen W, Sahiner B, Shana'ah A, Louissaint A, Hasserjian RP, Lozanski G, Gurcan MN. FOXP3-stained image analysis for follicular lymphoma: Optimal adaptive thresholding with maximal nucleus coverage. Proceedings of Spie--the International Society For Optical Engineering. 10140. PMID 28579665 DOI: 10.1117/12.2255671 |
0.31 |
|
2017 |
Abas FS, Shana'ah A, Christian B, Hasserjian R, Louissaint A, Pennell M, Sahiner B, Chen W, Niazi MK, Lozanski G, Gurcan M. Computer-assisted quantification of CD3+ T cells in follicular lymphoma. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 28110507 DOI: 10.1002/Cyto.A.23049 |
0.309 |
|
2017 |
Chen W, Samuelson F, Sahiner B, Petrick N. Re-use of pilot data and interim analysis of pivotal data in MRMC studies: a simulation study Proceedings of Spie. 10136. DOI: 10.1117/12.2255029 |
0.35 |
|
2016 |
Gallas BD, Anam A, Chen W, Wunderlich A, Zhang Z. MRMC analysis of agreement studies. Proceedings of Spie--the International Society For Optical Engineering. 9787. PMID 28794577 DOI: 10.1117/12.2217074 |
0.311 |
|
2016 |
Pezeshk A, Petrick N, Chen W, Sahiner B. Seamless lesion insertion for data augmentation in CAD training. Ieee Transactions On Medical Imaging. PMID 28113310 DOI: 10.1109/Tmi.2016.2640180 |
0.364 |
|
2015 |
Pezeshk A, Sahiner B, Zeng R, Wunderlich A, Chen W, Petrick N. Seamless Insertion of Pulmonary Nodules in Chest CT Images. Ieee Transactions On Bio-Medical Engineering. PMID 26080378 DOI: 10.1109/Tbme.2015.2445054 |
0.392 |
|
2015 |
Pezeshk A, Sahiner B, Chen W, Petrick N. Improving CAD performance by seamless insertion of pulmonary nodules in chest CT exams Proceedings of Spie. 9414. DOI: 10.1117/12.2082200 |
0.361 |
|
2014 |
Myers KJ, Chen W. Pioneers in Medical Imaging: Honoring the Memory of Robert F. Wagner. Journal of Medical Imaging (Bellingham, Wash.). 1: 031001. PMID 26158043 DOI: 10.1117/1.Jmi.1.3.031001 |
0.302 |
|
2014 |
He X, Sahiner B, Gallas BD, Chen W, Petrick N. Computerized characterization of lung nodule subtlety using thoracic CT images. Physics in Medicine and Biology. 59: 897-910. PMID 24487773 DOI: 10.1088/0031-9155/59/4/897 |
0.386 |
|
2014 |
Pezeshk A, Sahiner B, Zeng R, Wunderlich A, Chen W, Petrick N. Seamless insertion of real pulmonary nodules in chest CT exams Proceedings of Spie. 9035. DOI: 10.1117/12.2043786 |
0.393 |
|
2012 |
Chen W, Petrick NA, Sahiner B. Hypothesis testing in noninferiority and equivalence MRMC ROC studies. Academic Radiology. 19: 1158-65. PMID 22717591 DOI: 10.1016/J.Acra.2012.04.011 |
0.303 |
|
2012 |
Chen W, Yousef WA, Gallas BD, Hsu ER, Lababidi S, Tang R, Pennello GA, Symmans WF, Pusztai L. Uncertainty estimation with a finite dataset in the assessment of classification models Computational Statistics and Data Analysis. 56: 1016-1027. DOI: 10.1016/J.Csda.2011.05.024 |
0.302 |
|
2011 |
Sahiner B, Petrick N, Paquerault S, Chen W, Nguyen T. Agreement Between Two Versions of a CADx System: A Simulation Study Proceedings of Spie. 7966. DOI: 10.1117/12.877727 |
0.312 |
|
2010 |
Shi L, Campbell G, Jones WD, Campagne F, Wen Z, Walker SJ, Su Z, Chu TM, Goodsaid FM, Pusztai L, Shaughnessy JD, Oberthuer A, Thomas RS, Paules RS, Fielden M, ... ... Chen W, et al. The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models. Nature Biotechnology. 28: 827-38. PMID 20676074 DOI: 10.1038/Nbt.1665 |
0.302 |
|
2010 |
Chen W, Giger ML, Newstead GM, Bick U, Jansen SA, Li H, Lan L. Computerized assessment of breast lesion malignancy using DCE-MRI robustness study on two independent clinical datasets from two manufacturers. Academic Radiology. 17: 822-9. PMID 20540907 DOI: 10.1016/J.Acra.2010.03.007 |
0.555 |
|
2010 |
Popovici V, Chen W, Gallas BG, Hatzis C, Shi W, Samuelson FW, Nikolsky Y, Tsyganova M, Ishkin A, Nikolskaya T, Hess KR, Valero V, Booser D, Delorenzi M, Hortobagyi GN, et al. Effect of training-sample size and classification difficulty on the accuracy of genomic predictors. Breast Cancer Research : Bcr. 12: R5. PMID 20064235 DOI: 10.1186/Bcr2468 |
0.307 |
|
2010 |
Chen W, Metz CE, Giger ML, Drukker K. A novel hybrid linear/nonlinear classifier for two-class classification: theory, algorithm, and applications. Ieee Transactions On Medical Imaging. 29: 428-41. PMID 19822471 DOI: 10.1109/Tmi.2009.2033596 |
0.527 |
|
2008 |
Li H, Giger ML, Yuan Y, Chen W, Horsch K, Lan L, Jamieson AR, Sennett CA, Jansen SA. Evaluation of computer-aided diagnosis on a large clinical full-field digital mammographic dataset. Academic Radiology. 15: 1437-45. PMID 18995194 DOI: 10.1016/J.Acra.2008.05.004 |
0.721 |
|
2008 |
Hsu E, Gallas B, Chen W, Pennello G. Abstract B58: Assessment of models for combining colposcopy features for cervical cancer diagnosis Cancer Prevention Research. 1. DOI: 10.1158/1940-6207.Prev-08-B58 |
0.317 |
|
2008 |
Bhooshan N, Giger M, Chen W, Jansen S, Li H, Lan L, Newstead G. SU-HH-AUD C-07: Classification of Breast Carcinoma Subtypes Using Computer-Extracted Morphological and Kinetic Features in DCE-MRI Medical Physics. 35: 2855-2855. DOI: 10.1118/1.2962314 |
0.727 |
|
2007 |
Chen W, Giger ML, Li H, Bick U, Newstead GM. Volumetric texture analysis of breast lesions on contrast-enhanced magnetic resonance images. Magnetic Resonance in Medicine. 58: 562-71. PMID 17763361 DOI: 10.1002/Mrm.21347 |
0.592 |
|
2007 |
Lan L, Giger ML, Wilkie JR, Vokes TJ, Chen W, Li H, Lyons T, Chinander MR, Pham A. Automatic selection of region of interest for radiographic texture analysis Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6514. DOI: 10.1117/12.711531 |
0.664 |
|
2006 |
Chen W, Giger ML, Bick U, Newstead GM. Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI. Medical Physics. 33: 2878-87. PMID 16964864 DOI: 10.1118/1.2210568 |
0.575 |
|
2006 |
Chen W, Giger ML, Bick U. A fuzzy c-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images. Academic Radiology. 13: 63-72. PMID 16399033 DOI: 10.1016/J.Acra.2005.08.035 |
0.57 |
|
2006 |
Bian J, Chen W, Newstead G, Giger M. TU-D-330A-01: Computerized Lesion Detection On Breast MR Images Medical Physics. 33: 2195-2195. DOI: 10.1118/1.2241546 |
0.565 |
|
2004 |
Chen W, Giger ML, Lan L, Bick U. Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics. Medical Physics. 31: 1076-82. PMID 15191295 DOI: 10.1118/1.1695652 |
0.596 |
|
2004 |
Chen W, Giger M, Newstead G, Bick U, Lan L. Computerized assessment of tumor extent in contrast-enhanced MR images of the breast International Congress Series. 1268: 1353. DOI: 10.1016/j.ics.2004.03.284 |
0.489 |
|
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