|Deep learning in medical imaging and radiation therapy|
B Sahiner, A Pezeshk, LM Hadjiiski, X Wang, K Drukker, KH Cha, ...
Medical physics 46 (1), e1-e36, 2019
|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
|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
|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
|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), 1-12, 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
|Radiomics of lung nodules: a multi-institutional study of robustness and agreement of quantitative imaging features|
J Kalpathy-Cramer, A Mamomov, B Zhao, L Lu, D Cherezov, S Napel, ...
Tomography 2 (4), 430-437, 2016
|Urinary bladder cancer staging in CT urography using machine learning|
SS Garapati, L Hadjiiski, KH Cha, HP Chan, EM Caoili, RH Cohan, ...
Medical physics 44 (11), 5814-5823, 2017
|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, 97850Y, 2016
|Bladder cancer segmentation in CT for treatment response assessment: application of deep-learning convolution neural network—a pilot study|
KH Cha, LM Hadjiiski, RK Samala, HP Chan, RH Cohan, EM Caoili, ...
Tomography 2 (4), 421-429, 2016
|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
|PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images|
SG Armato, H Huisman, K Drukker, L Hadjiiski, JS Kirby, N Petrick, ...
Journal of Medical Imaging 5 (4), 044501, 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
|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
|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
|Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography|
M Gordon, L Hadjiiski, K Cha, HP Chan, R Samala, RH Cohan, EM Caoili
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 1013402, 2017
|CT urography: segmentation of urinary bladder using CLASS with local contour refinement|
K Cha, L Hadjiiski, HP Chan, EM Caoili, RH Cohan, C Zhou
Physics in Medicine & Biology 59 (11), 2767, 2014
|Treatment response assessment for bladder cancer on ct based on computerized volume analysis, world health organization criteria, and recist|
L Hadjiiski, AZ Weizer, A Alva, EM Caoili, RH Cohan, K Cha, HP Chan
American Journal of Roentgenology 205 (2), 348-352, 2015
|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, 105750Q, 2018
|Detection of urinary bladder mass in CT urography with SPAN|
K Cha, L Hadjiiski, HP Chan, RH Cohan, EM Caoili, C Zhou
Medical physics 42 (7), 4271-4284, 2015