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Kenny H. Cha
ORCID
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 30
Top Topics
Computed Tomography
Bladder Cancer
Deep Learning
Convolutional Neural Network
Top Venues
Medical Imaging: Computer-Aided Diagnosis
JVA
BMC Bioinform.
Medical Imaging: Image Perception, Observer Performance, and Technology Assessment
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Publications
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Kenny H. Cha
Software as a Medical Device (SaMD) at the FDA: Regulatory Science and Review.
JVA
(2023)
Xianglong Wang
,
Berkman Sahiner
,
Christopher G. Scully
,
Kenny H. Cha
AFE-GAN: Synthesizing Electrocardiograms with Atrial Fibrillation Characteristics Using Generative Adversarial Networks.
EMBC
(2023)
Trinity Cheng
,
Pei-Ju Chin
,
Kenny H. Cha
,
Nicholas Petrick
,
Mike Mikailov
Profiling the BLAST bioinformatics application for load balancing on high-performance computing clusters.
BMC Bioinform.
23 (1) (2022)
Kenny H. Cha
,
Alexej Gossmann
,
Nicholas Petrick
,
Berkman Sahiner
Supplementing training with data from a shifted distribution for machine learning classifiers: adding more cases may not always help.
Medical Imaging: Image Perception, Observer Performance, and Technology Assessment
(2020)
Zahra Ghanian
,
Andreu Badal
,
Kenny H. Cha
,
Mohammad Mehdi Farhangi
,
Nicholas Petrick
,
Berkman Sahiner
Mammographic Image Conversion Between Source and Target Acquisition Systems Using cGAN.
MLMI@MICCAI
(2020)
Kenny H. Cha
,
Nicholas Petrick
,
Aria Pezeshk
,
Christian G. Graff
,
Diksha Sharma
,
Andreu Badal
,
Aldo Badano
,
Berkman Sahiner
Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Dhanuj Gandikota
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Kenny H. Cha
,
Ravi Samala
,
Elaine M. Caoili
,
Richard H. Cohan
,
Alon Z. Weizer
,
Ajjai Alva
,
Chintana Paramagul
,
Jun Wei
,
Chuan Zhou
Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Xiangyuan Ma
,
Lubomir M. Hadjiiski
,
Jun Wei
,
Heang-Ping Chan
,
Kenny H. Cha
,
Richard H. Cohan
,
Elaine M. Caoili
,
Ravi Samala
,
Chuan Zhou
,
Yao Lu
2D and 3D bladder segmentation using U-Net-based deep-learning.
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
,
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)
Marshall N. Gordon
,
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Richard H. Cohan
,
Elaine M. Caoili
,
Chintana Paramagul
,
Ajjai Alva
,
Alon Z. Weizer
Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Dhanuj Gandikota
,
Lubomir M. Hadjiiski
,
Kenny H. Cha
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Alon Z. Weizer
,
Ajjai Alva
,
Chintana Paramagul
,
Jun Wei
,
Chuan Zhou
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system.
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)
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Kenny H. Cha
,
Ashok Srinivasan
,
Jun Wei
,
Chuan Zhou
,
Mark Prince
,
Silvana Papagerakis
Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal 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)
Marshall Gordon
,
Lubomir M. Hadjiiski
,
Kenny H. Cha
,
Heang-Ping Chan
,
Ravi Samala
,
Richard H. Cohan
,
Elaine M. Caoili
Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography.
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
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Alon Z. Weizer
,
Chuan Zhou
Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU).
Medical Imaging: Computer-Aided Diagnosis
(2016)
Sankeerth S. Garapati
,
Lubomir M. Hadjiiski
,
Kenny H. Cha
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Alon Z. Weizer
,
Ajjai Alva
,
Chintana Paramagul
,
Jun Wei
,
Chuan Zhou
Automatic staging of bladder cancer on CT urography.
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)
Trevor Exell
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Kenny H. Cha
,
Elaine M. Caoili
,
Richard H. Cohan
,
Jun Wei
,
Chuan Zhou
Automatic detection of ureter lesions in CT urography.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Duncan Fairbanks
,
Lubomir M. Hadjiiski
,
Chuan Zhou
,
Heang-Ping Chan
,
Richard H. Cohan
,
Elaine M. Caoili
,
Kenny H. Cha
Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Chuan Zhou
Computer-aided detection of bladder mass within contrast-enhanced region of CTU.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Richard H. Cohan
,
Elaine M. Caoili
,
Chuan Zhou
Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure.
Medical Imaging: Computer-Aided Diagnosis
(2014)
Kenny H. Cha
,
Lubomir M. Hadjiiski
,
Heang-Ping Chan
,
Elaine M. Caoili
,
Richard H. Cohan
,
Chuan Zhou
Comparison of CLASS and ITK-SNAP in segmentation of urinary bladder in CT urography.
Medical Imaging: Computer-Aided Diagnosis
(2014)