| 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 | 223 | 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 | 217 | 2018 |
| 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 | 114 | 2018 |
| 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 |
| 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 | 36 | 2020 |
| Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis RK Samala, HP Chan, L Hadjiiski, MA Helvie, C Richter, K Cha Medical Imaging 2018: Computer-Aided Diagnosis 10575, 172-178, 2018 | 18 | 2018 |
| Analysis of deep convolutional features for detection of lung nodules in computed tomography RK Samala, HP Chan, C Richter, L Hadjiiski, C Zhou, J Wei Medical Imaging 2019: Computer-Aided Diagnosis 10950, 185-190, 2019 | 9 | 2019 |
| Generalization error analysis: deep convolutional neural network in mammography CD Richter, RK Samala, HP Chan, L Hadjiiski, K Cha Medical Imaging 2018: Computer-Aided Diagnosis 10575, 450-458, 2018 | 3 | 2018 |
| Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis RK Samala, HP Chan, L Hadjiiski, MA Helvie, C Richter, K Cha Medical Imaging 2018: Computer-Aided Diagnosis 10575, 450-455, 2018 | 2 | 2018 |
| Deep learning based bladder cancer treatment response assessment E Wu, LM Hadjiiski, RK Samala, HP Chan, KH Cha, C Richter, RH Cohan, ... Medical Imaging 2019: Computer-Aided Diagnosis 10950, 840-846, 2019 | | 2019 |
