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Joonsang Lee
Joonsang Lee
在 umich.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
2242022
A PET radiomics model to predict refractory mediastinal Hodgkin lymphoma
SA Milgrom, H Elhalawani, J Lee, Q Wang, ASR Mohamed, BS Dabaja, ...
Scientific reports 9 (1), 1322, 2019
972019
Radiomics feature robustness as measured using an MRI phantom
J Lee, A Steinmann, Y Ding, H Lee, C Owens, J Wang, J Yang, D Followill, ...
Scientific reports 11 (1), 3973, 2021
932021
Radiomics in glioblastoma: current status, challenges and potential opportunities
S Narang, M Lehrer, D Yang, J Lee, A Rao
Translational Cancer Research 5 (4), 2016
822016
Texture feature ratios from relative CBV maps of perfusion MRI are associated with patient survival in glioblastoma
J Lee, R Jain, K Khalil, B Griffith, R Bosca, G Rao, A Rao
American Journal of Neuroradiology 37 (1), 37-43, 2016
782016
Discriminating pseudoprogression and true progression in diffuse infiltrating glioma using multi-parametric MRI data through deep learning
J Lee, N Wang, S Turk, S Mohammed, R Lobo, J Kim, E Liao, ...
Scientific reports 10 (1), 20331, 2020
602020
Computational resources for radiomics
X Fave, D Mackin, J Lee, J Yang, L Zhang
Translational Cancer Research 5 (4), 2016
602016
Associating spatial diversity features of radiologically defined tumor habitats with epidermal growth factor receptor driver status and 12-month survival in glioblastoma …
J Lee, S Narang, JJ Martinez, G Rao, A Rao
Journal of Medical Imaging 2 (4), 041006-041006, 2015
462015
Spatial habitat features derived from multiparametric magnetic resonance imaging data are associated with molecular subtype and 12-month survival status in glioblastoma multiforme
J Lee, S Narang, J Martinez, G Rao, A Rao
PloS one 10 (9), e0136557, 2015
462015
Unsupervised machine learning for identifying important visual features through bag-of-words using histopathology data from chronic kidney disease
J Lee, E Warner, S Shaikhouni, M Bitzer, M Kretzler, D Gipson, ...
Scientific reports 12 (1), 4832, 2022
302022
A snapshot of medical physics practice patterns
KD Kisling, RB Ger, TJ Netherton, CE Cardenas, CA Owens, ...
Journal of applied clinical medical physics 19 (6), 306-315, 2018
292018
DEMARCATE: Density-based magnetic resonance image clustering for assessing tumor heterogeneity in cancer
A Saha, S Banerjee, S Kurtek, S Narang, J Lee, G Rao, J Martinez, ...
NeuroImage: Clinical 12, 132-143, 2016
262016
An analysis of the pharmacokinetic parameter ratios in DCE-MRI using the reference region model
J Lee, S Platt, M Kent, Q Zhao
Magnetic resonance imaging 30 (1), 26-35, 2012
212012
Stress testing pathology models with generated artifacts
NC Wang, J Kaplan, J Lee, J Hodgin, A Udager, A Rao
Journal of Pathology Informatics 12 (1), 54, 2021
172021
Cost‐effective immobilization for whole brain radiation therapy
AE Rubinstein, WS Ingram, BM Anderson, SS Gay, XJ Fave, RB Ger, ...
Journal of applied clinical medical physics 18 (4), 116-122, 2017
112017
Differentiating intrinsic SERS spectra from a mixture by sampling induced composition gradient and independent component analysis
J Lee, JL Abell, Q Zhao, H Szu, Y Zhao
Analyst 137 (1), 73-76, 2012
112012
Clustering-based spatial analysis (CluSA) framework through graph neural network for chronic kidney disease prediction using histopathology images
J Lee, E Warner, S Shaikhouni, M Bitzer, M Kretzler, D Gipson, ...
Scientific Reports 13 (1), 12701, 2023
82023
Comparison of analytical and numerical analysis of the reference region model for DCE-MRI
J Lee, J Cárdenas-Rodríguez, MD Pagel, S Platt, M Kent, Q Zhao
Magnetic Resonance Imaging 32 (7), 845-853, 2014
42014
Author Correction: Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
nature communications 14 (1), 436, 2023
32023
Quantification of DCE-MRI: pharmacokinetic parameter ratio between TOI and RR in reference region model
J Lee
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
32010
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