| Deep learning in medical image analysis HP Chan, RK Samala, LM Hadjiiski, C Zhou Deep learning in medical image analysis: challenges and applications, 3-21, 2020 | 465 | 2020 |
| Urinary bladder segmentation in CT urography using deep‐learning convolutional neural network and level sets KH Cha, L Hadjiiski, RK Samala, HP Chan, EM Caoili, RH Cohan Medical physics 43 (4), 1882-1896, 2016 | 296 | 2016 |
| Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography RK Samala, HP Chan, L Hadjiiski, MA Helvie, J Wei, K Cha Medical physics 43 (12), 6654-6666, 2016 | 294 | 2016 |
| Computer‐aided diagnosis in the era of deep learning HP Chan, LM Hadjiiski, RK Samala Medical physics 47 (5), e218-e227, 2020 | 239 | 2020 |
| Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms RK Samala, HP Chan, LM Hadjiiski, MA Helvie, KH Cha, CD Richter Physics in Medicine & Biology 62 (23), 8894, 2017 | 217 | 2017 |
| Breast cancer diagnosis in digital breast tomosynthesis: effects of training sample size on multi-stage transfer learning using deep neural nets RK Samala, HP Chan, L Hadjiiski, MA Helvie, CD Richter, KH Cha IEEE transactions on medical imaging 38 (3), 686-696, 2018 | 214 | 2018 |
| Bladder cancer treatment response assessment in CT using radiomics with deep-learning KH Cha, L Hadjiiski, HP Chan, AZ Weizer, A Alva, RH Cohan, EM Caoili, ... Scientific reports 7 (1), 8738, 2017 | 190 | 2017 |
| CAD and AI for breast cancer—recent development and challenges HP Chan, RK Samala, LM Hadjiiski The British journal of radiology 93 (1108), 20190580, 2019 | 141 | 2019 |
| Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis RK Samala, HP Chan, LM Hadjiiski, MA Helvie, C Richter, K Cha Physics in Medicine & Biology 63 (9), 095005, 2018 | 113 | 2018 |
| Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis RK Samala, HP Chan, LM Hadjiiski, K Cha, MA Helvie Medical Imaging 2016: Computer-Aided Diagnosis 9785, 234-240, 2016 | 95 | 2016 |
| Bladder Cancer Segmentation in CT for Treatment Response Assessment: Application of Deep-Learning Convolution Neural Network - A Pilot Study Kenny H. Cha, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Richard ... TOMOGRAPHY 2 (4), 421-429, 2016 | 83 | 2016 |
| U‐Net based deep learning bladder segmentation in CT urography X Ma, LM Hadjiiski, J Wei, HP Chan, KH Cha, RH Cohan, EM Caoili, ... Medical physics 46 (4), 1752-1765, 2019 | 68 | 2019 |
| Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI Z Papanastasopoulos, RK Samala, HP Chan, L Hadjiiski, C Paramagul, ... Medical imaging 2020: Computer-aided diagnosis 11314, 228-235, 2020 | 67 | 2020 |
| Computer-aided assessment of breast density: comparison of supervised deep learning and feature-based statistical learning S Li, J Wei, HP Chan, MA Helvie, MA Roubidoux, Y Lu, C Zhou, ... Physics in Medicine & Biology 63 (2), 025005, 2018 | 58 | 2018 |
| Diagnostic accuracy of CT for prediction of bladder cancer treatment response with and without computerized decision support KH Cha, LM Hadjiiski, RH Cohan, HP Chan, EM Caoili, MS Davenport, ... Academic radiology 26 (9), 1137-1145, 2019 | 55 | 2019 |
| Deep learning approach for assessment of bladder cancer treatment response E Wu, LM Hadjiiski, RK Samala, HP Chan, KH Cha, C Richter, RH Cohan, ... Tomography 5 (1), 201-208, 2019 | 53 | 2019 |
| Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks RK Samala, HP Chan, L Hadjiiski, S Koneru Medical Imaging 2020: Computer-Aided Diagnosis 11314, 279-284, 2020 | 46 | 2020 |
| Digital breast tomosynthesis: computer-aided detection of clustered microcalcifications on planar projection images RK Samala, HP Chan, Y Lu, LM Hadjiiski, J Wei, MA Helvie Physics in Medicine & Biology 59 (23), 7457, 2014 | 39 | 2014 |
| Generalization error analysis for deep convolutional neural network with transfer learning in breast cancer diagnosis RK Samala, HP Chan, LM Hadjiiski, MA Helvie, CD Richter Physics in Medicine & Biology 65 (10), 105002, 2020 | 35 | 2020 |
| Computer-aided detection system for clustered microcalcifications in digital breast tomosynthesis using joint information from volumetric and planar projection images RK Samala, HP Chan, Y Lu, LM Hadjiiski, J Wei, MA Helvie Physics in Medicine & Biology 60 (21), 8457, 2015 | 33 | 2015 |
Lubomir HadjiiskiUniversity of MichiganVerified email at umich.edu
