Ravi Samala
Ravi Samala
Verified email at fda.hhs.gov
Title
Cited by
Cited by
Year
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
2062016
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
1792016
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
1152017
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
942017
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
852018
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
562016
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
512018
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
482016
Deep learning in medical image analysis
HP Chan, RK Samala, LM Hadjiiski, C Zhou
Deep Learning in Medical Image Analysis, 3-21, 2020
362020
Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume
RK Samala, HP Chan, Y Lu, L Hadjiiski, J Wei, B Sahiner, MA Helvie
Medical Physics 41 (2), 021901, 2014
332014
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
312014
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
262018
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
242015
A novel approach to nodule feature optimization on thin section thoracic CT
R Samala, W Moreno, Y You, W Qian
Academic radiology 16 (4), 418-427, 2009
242009
Computer‐aided diagnosis in the era of deep learning
HP Chan, LM Hadjiiski, RK Samala
Medical physics 47 (5), e218-e227, 2020
232020
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
222019
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
212019
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
202019
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
202019
Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis
Y Lu, HP Chan, J Wei, LM Hadjiiski, RK Samala
Medical Physics 42 (1), 182-195, 2015
202015
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