Jae Sung Lee - Related publications

Affiliations: 
2005-2013 Janelia Research Campus / HHMI 
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
Year Citation  Score
2021 Fan M, Chen H, You C, Liu L, Gu Y, Peng W, Gao X, Li L. Radiomics of Tumor Heterogeneity in Longitudinal Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Predicting Response to Neoadjuvant Chemotherapy in Breast Cancer. Frontiers in Molecular Biosciences. 8: 622219. PMID 33869279 DOI: 10.3389/fmolb.2021.622219   
2021 Lin W, Lin W, Chen G, Zhang H, Gao Q, Huang Y, Tong T, Du M, . Bidirectional Mapping of Brain MRI and PET With 3D Reversible GAN for the Diagnosis of Alzheimer's Disease. Frontiers in Neuroscience. 15: 646013. PMID 33935634 DOI: 10.3389/fnins.2021.646013   
2021 Veiga C, Lim P, Marin Anaya V, Chandy E, Ahmad R, D'Souza D, Gaze M, Moinuddin S, Gains J. Atlas construction and spatial normalisation to facilitate radiation-induced late effects research in childhood cancer. Physics in Medicine and Biology. PMID 33735848 DOI: 10.1088/1361-6560/abf010   
2021 Veiga C, Lim P, Marin Anaya V, Chandy E, Ahmad R, D'Souza D, Gaze M, Moinuddin S, Gains J. Atlas construction and spatial normalisation to facilitate radiation-induced late effects research in childhood cancer. Physics in Medicine and Biology. PMID 33735848 DOI: 10.1088/1361-6560/abf010   
2021 Jin C, Yu H, Ke J, Ding P, Yi Y, Jiang X, Duan X, Tang J, Chang DT, Wu X, Gao F, Li R. Predicting treatment response from longitudinal images using multi-task deep learning. Nature Communications. 12: 1851. PMID 33767170 DOI: 10.1038/s41467-021-22188-y   
2021 Touati R, Trung Le W, Kadoury S. A feature invariant generative adversarial network for head and neck MRI/CT image synthesis. Physics in Medicine and Biology. PMID 33761478 DOI: 10.1088/1361-6560/abf1bb   
2021 d'Este SH, Nielsen MB, Hansen AE. Visualizing Glioma Infiltration by the Combination of Multimodality Imaging and Artificial Intelligence, a Systematic Review of the Literature. Diagnostics (Basel, Switzerland). 11. PMID 33806195 DOI: 10.3390/diagnostics11040592   
2021 Hormuth DA, Al Feghali KA, Elliott AM, Yankeelov TE, Chung C. Image-based personalization of computational models for predicting response of high-grade glioma to chemoradiation. Scientific Reports. 11: 8520. PMID 33875739 DOI: 10.1038/s41598-021-87887-4   
2021 Smith TB, Zhang S, Erkanli A, Frush D, Samei E. Variability in image quality and radiation dose within and across 97 medical facilities. Journal of Medical Imaging (Bellingham, Wash.). 8: 052105. PMID 33977114 DOI: 10.1117/1.JMI.8.5.052105   
2021 Cheng J, Liu Y, Huang W, Hong W, Wang L, Zhan X, Han Z, Ni D, Huang K, Zhang J. Computational Image Analysis Identifies Histopathological Image Features Associated With Somatic Mutations and Patient Survival in Gastric Adenocarcinoma. Frontiers in Oncology. 11: 623382. PMID 33869007 DOI: 10.3389/fonc.2021.623382   
2021 Zhan Z, Jing Z, He B, Hosseini N, Westerhoff M, Choi EY, Garmire LX. Two-stage Cox-nnet: biologically interpretable neural-network model for prognosis prediction and its application in liver cancer survival using histopathology and transcriptomic data. Nar Genomics and Bioinformatics. 3: lqab015. PMID 33778491 DOI: 10.1093/nargab/lqab015   
2021 Ruan J, Zhu Z, Wu C, Ye G, Zhou J, Yue J. A fast and effective detection framework for whole-slide histopathology image analysis. Plos One. 16: e0251521. PMID 33979398 DOI: 10.1371/journal.pone.0251521   
2021 Burgos N, Cardoso MJ, Samper-González J, Habert MO, Durrleman S, Ourselin S, And, Colliot O, , . Anomaly detection for the individual analysis of brain PET images. Journal of Medical Imaging (Bellingham, Wash.). 8: 024003. PMID 33842668 DOI: 10.1117/1.JMI.8.2.024003   
2021 Boyd C, Brown G, Kleinig T, Dawson J, McDonnell MD, Jenkinson M, Bezak E. Machine Learning Quantitation of Cardiovascular and Cerebrovascular Disease: A Systematic Review of Clinical Applications. Diagnostics (Basel, Switzerland). 11. PMID 33808677 DOI: 10.3390/diagnostics11030551   
2021 Zhang S, Su P, Liu S. Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form. Computational Intelligence and Neuroscience. 2021: 5524093. PMID 33815494 DOI: 10.1155/2021/5524093   
2021 Mohan V, Bruin NM, van de Kamer JB, Sonke JJ, Vogel WV. The increasing potential of nuclear medicine imaging for the evaluation and reduction of normal tissue toxicity from radiation treatments. European Journal of Nuclear Medicine and Molecular Imaging. PMID 33687522 DOI: 10.1007/s00259-021-05284-5   
2021 Naser MA, van Dijk LV, He R, Wahid KA, Fuller CD. Tumor Segmentation in Patients with Head and Neck Cancers Using Deep Learning Based-on Multi-modality PET/CT Images. Head and Neck Tumor Segmentation : First Challenge, Hecktor 2020, Held in Conjunction With Miccai 2020, Lima, Peru, October 4, 2020, Proceedings. 12603: 85-98. PMID 33724743 DOI: 10.1007/978-3-030-67194-5_10   
2021 Hackenbroch C, Feilhuber M, Halt D, Riesner HJ, Beer M, Wunderlich A. Low-Dose CT in Pelvic Imaging: Comparing Dose and Image Quality in Relation to Clinical Value in a Phantom Study. Ajr. American Journal of Roentgenology. 216: 453-463. PMID 33325736 DOI: 10.2214/AJR.20.22907   
2021 Young AJ, Pantel AR, Viswanath V, Dominguez TL, Makvandi M, Lee H, Li S, Schubert EK, Pryma DA, Farwell MD, Mach RH, Simpkins F, Lin LL, Mankoff DA, Doot RK. Kinetic and static analysis of poly-(adenosine diphosphate-ribose) polymerase-1 (PARP-1) targeted F-FluorThanatrace (F-FTT) PET images of ovarian cancer. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 33863820 DOI: 10.2967/jnumed.121.261894   
2021 Collettini F, Reimann C, Brangsch J, Chapiro J, Savic LJ, Onthank DC, Robinson SP, Karst U, Buchholz R, Keller S, Hamm B, Goldberg SN, Makowski MR. Elastin-specific MRI of extracellular matrix-remodelling following hepatic radiofrequency-ablation in a VX2 liver tumor model. Scientific Reports. 11: 6814. PMID 33767303 DOI: 10.1038/s41598-021-86417-6   
2021 Chan SC, Yeh CH, Chang JT, Chang KP, Wang JH, Ng SH. Combing MRI Perfusion and F-FDG PET/CT Metabolic Biomarkers Helps Predict Survival in Advanced Nasopharyngeal Carcinoma: A Prospective Multimodal Imaging Study. Cancers. 13. PMID 33800542 DOI: 10.3390/cancers13071550   
2021 Hann E, Popescu IA, Zhang Q, Gonzales RA, Barutçu A, Neubauer S, Ferreira VM, Piechnik SK. Deep neural network ensemble for on-the-fly quality control-driven segmentation of cardiac MRI T1 mapping. Medical Image Analysis. 71: 102029. PMID 33831594 DOI: 10.1016/j.media.2021.102029   
2021 Yang Z, Zhao L, Wu S, Chen YC. Lung Lesion Localization of COVID-19 from Chest CT Image: A Novel Weakly Supervised Learning Method. Ieee Journal of Biomedical and Health Informatics. PMID 33739926 DOI: 10.1109/JBHI.2021.3067465   
2021 Massey JC, Seshadri V, Paul S, Mińczuk K, Molinos C, Li J, Kundu BK. Model Corrected Blood Input Function to Compute Cerebral FDG Uptake Rates From Dynamic Total-Body PET Images of Rats . Frontiers in Medicine. 8: 618645. PMID 33898476 DOI: 10.3389/fmed.2021.618645   
2021 Mitrea D, Badea R, Mitrea P, Brad S, Nedevschi S. Hepatocellular Carcinoma Automatic Diagnosis within CEUS and B-Mode Ultrasound Images Using Advanced Machine Learning Methods. Sensors (Basel, Switzerland). 21. PMID 33801125 DOI: 10.3390/s21062202   
2021 Bakker IL, Fröberg AC, Busstra MB, Verzijlbergen JF, Konijnenberg M, van Leenders GJLH, Schoots IG, de Blois E, van Weerden WM, Dalm SU, Maina-Nock T, Nock BA, de Jong M. GRPr antagonist Ga-SB3 PET/CT-imaging of primary prostate cancer in therapy-naive patients. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 33789933 DOI: 10.2967/jnumed.120.258814   
2021 Kang SK, Lee JS. Anatomy-guided PET reconstruction usingbowsher prior. Physics in Medicine and Biology. PMID 33780912 DOI: 10.1088/1361-6560/abf2f7   
2021 Dikici E, Bigelow M, White RD, Erdal BS, Prevedello LM. Constrained generative adversarial network ensembles for sharable synthetic medical images. Journal of Medical Imaging (Bellingham, Wash.). 8: 024004. PMID 33855104 DOI: 10.1117/1.JMI.8.2.024004   
2021 Leng X, Uddin KMS, Chapman W, Luo H, Kou S, Amidi E, Yang G, Chatterjee D, Shetty A, Hunt S, Mutch M, Zhu Q. Assessing Rectal Cancer Treatment Response Using Coregistered Endorectal Photoacoustic and US Imaging Paired with Deep Learning. Radiology. 202208. PMID 33754826 DOI: 10.1148/radiol.2021202208   
2021 Liu Y, Zhang FJ, Zhao XX, Yang Y, Liang CY, Feng LL, Wan XB, Ding Y, Zhang YW. Development of a Joint Prediction Model Based on Both the Radiomics and Clinical Factors for Predicting the Tumor Response to Neoadjuvant Chemoradiotherapy in Patients with Locally Advanced Rectal Cancer. Cancer Management and Research. 13: 3235-3246. PMID 33880066 DOI: 10.2147/CMAR.S295317   
2021 Aggarwal R, Sounderajah V, Martin G, Ting DSW, Karthikesalingam A, King D, Ashrafian H, Darzi A. Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis. Npj Digital Medicine. 4: 65. PMID 33828217 DOI: 10.1038/s41746-021-00438-z   
2021 Hoque MZ, Keskinarkaus A, Nyberg P, Seppänen T. Retinex model based stain normalization technique for whole slide image analysis. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 90: 101901. PMID 33862354 DOI: 10.1016/j.compmedimag.2021.101901   
2021 Miyasato DL, Mohamed AW, Zavaleta C. A path toward the clinical translation of nano-based imaging contrast agents. Wiley Interdisciplinary Reviews. Nanomedicine and Nanobiotechnology. e1721. PMID 33938151 DOI: 10.1002/wnan.1721   
2021 Hu B, Yan LF, Yang Y, Yu Y, Sun Q, Zhang J, Nan HY, Han Y, Hu YC, Sun YZ, Xiao G, Tian Q, Yue C, Feng JH, Zhai LH, et al. Classification of Prostate Transitional Zone Cancer and Hyperplasia Using Deep Transfer Learning From Disease-Related Images. Cureus. 13: e14108. PMID 33927922 DOI: 10.7759/cureus.14108   
2021 McLarty E, Spriet M, Beylin D, Chou PY, Filliquist B, Marcellin-Little DJ, Kapatkin AS. Comparison of 18F-sodium fluoride positron emission tomography and CT: An exploratory study in 12 dogs with elbow pain. Veterinary Radiology & Ultrasound : the Official Journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association. PMID 33855752 DOI: 10.1111/vru.12967   
2021 Henry EC, Strugari M, Mawko G, Brewer KD, Abraham R, Kappadath SC, Syme A. Post-administration dosimetry in yttrium-90 radioembolization through micro-CT imaging of radiopaque microspheres in a porcine renal model. Physics in Medicine and Biology. PMID 33784639 DOI: 10.1088/1361-6560/abf38a   
2021 Berland L, Kim L, Abousaway O, Mines A, Mishra S, Clark L, Hofman P, Rashidian M. Nanobodies for Medical Imaging: About Ready for Prime Time? Biomolecules. 11. PMID 33925941 DOI: 10.3390/biom11050637   
2021 Hwang YN, Seo MJ, Kim SM. A Segmentation of Melanocytic Skin Lesions in Dermoscopic and Standard Images Using a Hybrid Two-Stage Approach. Biomed Research International. 2021: 5562801. PMID 33880368 DOI: 10.1155/2021/5562801   
2021 Liu S, Zhang B, Liua Y, Han A, Shi H, Guan T, He Y. Unpaired Stain Transfer using Pathology-Consistent Constrained Generative Adversarial Networks. Ieee Transactions On Medical Imaging. PMID 33784619 DOI: 10.1109/TMI.2021.3069874   
2021 Daemen JHT, Loonen TGJ, Verhulst AC, Maal TJJ, Maessen JG, Vissers YLJ, Hulsewé KWE, de Loos ER. Three-Dimensional Imaging of the Chest Wall: A Comparison Between Three Different Imaging Systems. The Journal of Surgical Research. 259: 332-341. PMID 33127067 DOI: 10.1016/j.jss.2020.09.027   
2021 Liu G, Mitra D, Jones EF, Franc BL, Behr SC, Nguyen A, Bolouri MS, Wisner DJ, Joe BN, Esserman LJ, Hylton NM, Seo Y. Mask-Guided Convolutional Neural Network for Breast Tumor Prognostic Outcome Prediction on 3D DCE-MR Images. Journal of Digital Imaging. PMID 33885991 DOI: 10.1007/s10278-021-00449-y   
2021 van de Lindt TN, Fast MF, van den Wollenberg W, Kaas JJ, Betgen A, Nowee ME, Jansen EPM, Schneider C, van der Heide UA, Sonke JJ. Validation of a 4D-MRI guided liver SBRT strategy for implementation on the MR-linac. Physics in Medicine and Biology. PMID 33887708 DOI: 10.1088/1361-6560/abfada   
2021 Dong J, Ai D, Fan J, Deng Q, Song H, Cheng Z, Liang P, Wang Y, Yang J. Local-global active contour model based on tensor-based representation for 3D ultrasound vessel segmentation. Physics in Medicine and Biology. PMID 33910173 DOI: 10.1088/1361-6560/abfc92   
2021 Afshar-Oromieh A, Prosch H, Schaefer-Prokop C, Bohn KP, Alberts I, Mingels C, Thurnher M, Cumming P, Shi K, Peters A, Geleff S, Lan X, Wang F, Huber A, Gräni C, et al. A comprehensive review of imaging findings in COVID-19 - status in early 2021. European Journal of Nuclear Medicine and Molecular Imaging. PMID 33932183 DOI: 10.1007/s00259-021-05375-3   
2021 Heeman F, Yaqub M, Hendriks J, Bader I, Barkhof F, Gispert JD, van Berckel BNM, Alves IL, Lammertsma AA. PARAMETRIC IMAGING OF DUAL-TIME-WINDOW [F]FLUTEMETAMOL AND [F]FLORBETABEN STUDIES: Parametric imaging dual-time-window amyloid PET. Neuroimage. 117953. PMID 33762215 DOI: 10.1016/j.neuroimage.2021.117953   
2021 Narciso L, Ssali T, Liu L, Biernaski H, Butler J, Morrison L, Hadway J, Corsaut J, Hicks JW, Langham MC, Wehrli FW, Iida H, St Lawrence K. A Noninvasive Method for Quantifying Cerebral Metabolic Rate of Oxygen by Hybrid PET/MRI: Validation in a Porcine Model. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 33741647 DOI: 10.2967/jnumed.120.260521   
2021 Wu Z, Guo B, Huang B, Hao X, Wu P, Zhao B, Qin Z, Xie J, Li S. Phantom and clinical assessment of small pulmonary nodules using Q.Clear reconstruction on a silicon-photomultiplier-based time-of-flight PET/CT system. Scientific Reports. 11: 10328. PMID 33990659 DOI: 10.1038/s41598-021-89725-z   
2021 Mangal U, Arum H, Huisoo K, Jung YH, Lee KJ, Yu HS, Hwang JJ, Choi SH. Tomographic similarity scan with a computed modified absolute mandibular midsagittal plane for precise and objective localization of mandibular asymmetry. Computers in Biology and Medicine. 134: 104465. PMID 33975208 DOI: 10.1016/j.compbiomed.2021.104465   
2021 Chen J, Hef C, Yin J, Li J, Duan X, Cao Y, Sun L, Hu M, Lia W, Lib Q. Quantitative Analysis and Automated Lung Ultrasound Scoring for Evaluating COVID-19 Pneumonia with Neural Networks. Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. PMID 33798078 DOI: 10.1109/TUFFC.2021.3070696   
2021 Nguyen KL, Ghosh RM, Griffin LM, Yoshida T, Bedayat A, Rigsby CK, Fogel MA, Whitehead KK, Hu P, Finn JP. Four-dimensional Multiphase Steady-State MRI with Ferumoxytol Enhancement: Early Multicenter Feasibility in Pediatric Congenital Heart Disease. Radiology. 203696. PMID 33876971 DOI: 10.1148/radiol.2021203696