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Ravi K. Samala
ORCID
Publication Activity (10 Years)
Years Active: 2009-2022
Publications (10 Years): 21
Top Topics
Computed Tomography
Breast Cancer
Convolutional Neural Network
Detection Of Clustered Microcalcifications
Top Venues
Medical Imaging: Computer-Aided Diagnosis
AIPR
CoRR
IEEE Trans. Medical Imaging
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Publications
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Shuyue Guan
,
Ravi K. Samala
,
Weijie Chen
Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors.
AIPR
(2022)
Shuyue Guan
,
Ravi K. Samala
,
Weijie Chen
Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors.
CoRR
(2022)
Ravi K. Samala
,
Heang-Ping Chan
,
Caleb Richter
,
Lubomir M. Hadjiiski
,
Chuan Zhou
,
Jun Wei
Analysis of deep convolutional features for detection of lung nodules in computed tomography.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Mark A. Helvie
,
Caleb D. Richter
,
Kenny H. Cha
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets.
IEEE Trans. Medical Imaging
38 (3) (2019)
Eric Wu
,
Lubomir M. Hadjiiski
,
Ravi K. Samala
,
Heang-Ping Chan
,
Kenny H. Cha
,
Caleb Richter
,
Richard H. Cohan
,
Elaine M. Caoili
,
Chintana Paramagul
,
Ajjai Alva
,
Alon Z. Weizer
Deep learning based bladder cancer treatment response assessment.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Chintana Paramagul
,
Mark A. Helvie
,
Colleen H. Neal
Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Mark A. Helvie
,
Caleb Richter
,
Kenny H. Cha
Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Caleb D. Richter
,
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Kenny H. Cha
Generalization error analysis: deep convolutional neural network in mammography.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Mark A. Helvie
,
Caleb Richter
,
Kenny H. Cha
Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Alon Z. Weizer
,
Marshall N. Gordon
,
Ravi K. Samala
Computer-aided detection of bladder wall thickening in CT urography (CTU).
Medical Imaging: Computer-Aided Diagnosis
(2018)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Ravi K. Samala
,
Richard H. Cohan
,
Elaine M. Caoili
,
Alon Z. Weizer
,
Ajjai Alva
Bladder cancer treatment response assessment in CT urography using two-channel deep-learning network.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Jun Wei
,
Songfeng Li
,
Heang-Ping Chan
,
Mark A. Helvie
,
Marilyn A. Roubidoux
,
Yao Lu
,
Chuan Zhou
,
Lubomir M. Hadjiiski
,
Ravi K. Samala
Deep convolutional neural network for mammographic density segmentation.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Ravi K. Samala
,
Richard H. Cohan
,
Elaine M. Caoili
,
Chintana Paramagul
,
Ajjai Alva
,
Alon Z. Weizer
Bladder cancer treatment response assessment using deep learning in CT with transfer learning.
Medical Imaging: Computer-Aided Diagnosis
(2017)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Mark A. Helvie
,
Renaid B. Kim
Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer.
Medical Imaging: Computer-Aided Diagnosis
(2017)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Alon Z. Weizer
,
Ravi K. Samala
Computer-aided detection of bladder masses in CT urography (CTU).
Medical Imaging: Computer-Aided Diagnosis
(2017)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Kenny H. Cha
,
Mark A. Helvie
Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Ravi K. Samala
,
Jun Wei
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Kenny H. Cha
,
Mark A. Helvie
First and second-order features for detection of masses in digital breast tomosynthesis.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Ravi K. Samala
,
Heang-Ping Chan
,
Richard H. Cohan
,
Elaine M. Caoili
Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Ravi K. Samala
,
Heang-Ping Chan
,
Lubomir M. Hadjiiski
,
Ruola Ning
,
Kenny H. Cha
,
Mark A. Helvie
Reference state estimation of breast computed tomography for registration with digital mammography.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Ravi K. Samala
,
Heang-Ping Chan
,
Yao Lu
,
Lubomir M. Hadjiiski
,
Jun Wei
,
Mark A. Helvie
Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Ravi K. Samala
,
Heang-Ping Chan
,
Yao Lu
,
Lubomir M. Hadjiiski
,
Jun Wei
,
Mark A. Helvie
Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Ravi K. Samala
,
Heang-Ping Chan
,
Yao Lu
,
Lubomir M. Hadjiiski
,
Jun Wei
,
Mark A. Helvie
Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters.
Medical Imaging: Computer-Aided Diagnosis
(2014)
Ravi K. Samala
,
Heang-Ping Chan
,
Yao Lu
,
Lubomir M. Hadjiiski
,
Jun Wei
,
Berkman Sahiner
,
Mark A. Helvie
Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization.
Medical Imaging: Computer-Aided Diagnosis
(2013)
Ravi K. Samala
,
Tatyana Zhukov
,
Jianying Zhang
,
Melvyn Tockman
,
Wei Qian
Combinational feature optimization for classification of lung tissue images.
Medical Imaging: Computer-Aided Diagnosis
(2010)
Akshay Pai
,
Ravi K. Samala
,
Jianying Zhang
,
Wei Qian
Similarity based false-positive reduction for breast cancer using radiographic and pathologic imaging features.
Medical Imaging: Computer-Aided Diagnosis
(2010)
Ravi K. Samala
,
Wilfrido Alejandro Moreno
,
Dansheng Song
,
Yuncheng You
,
Wei Qian
Knowledge based optimum feature selection for lung nodule diagnosis on thin section thoracic CT.
Medical Imaging: Computer-Aided Diagnosis
(2009)