Kenny H. Cha

According to our database, Kenny H. Cha authored at least 40 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning.

Rain Tarango, Lubomir M. Hadjiiski, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi K. Samala, Alon Z. Weizer, Chuan Zhou, Monika Joshi, Yousef Zakharia

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics.

Di Sun, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Ajjai Alva, Kenny H. Cha, Ravi K. Samala, Chuan Zhou

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Bladder cancer segmentation using U-Net-based deep-learning.

Jonathan Clever, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi Samala, Chuan Zhou

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Software as a Medical Device (SaMD) at the FDA: Regulatory Science and Review.

Kenny H. Cha

Proceedings of the IEEE John Vincent Atanasoff International Symposium on Modern Computing, 2023

AFE-GAN: Synthesizing Electrocardiograms with Atrial Fibrillation Characteristics Using Generative Adversarial Networks.

Xianglong Wang, Berkman Sahiner, Christopher G. Scully, Kenny H. Cha

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Profiling the BLAST bioinformatics application for load balancing on high-performance computing clusters.

Trinity Cheng, Pei-Ju Chin, Kenny H. Cha, Nicholas Petrick, Mike Mikailov

BMC Bioinform., 2022

Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography.

Di Sun, Lubomir M. Hadjiiski, Rohan Garje, Yousef Zakharia, Lauren Pomerantz, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Galina Kirova-Nedyalkova, Matthew S. Davenport, Prasad R. Shankar, Isaac R. Francis, Kimberly Shampain, Nathaniel Meyer, Daniel Barkmeier, Sean Woolen, Phillip L. Palmbos, Alon Z. Weizer, Ravi K. Samala, Chuan Zhou, Martha M. Matuszak

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Deciphering deep ensembles for lung nodule analysis.

Ravi K. Samala, Berkman Sahiner, Gene Pennello, Kenny H. Cha, Mohammad Mehdi Farhangi, Nicholas Petrick

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography with and without computerized decision support.

Lubomir M. Hadjiiski, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Galina Kirova-Nedyalkova, Matthew S. Davenport, Prasad R. Shankar, Isaac R. Francis, Kenny H. Cha, Ravi K. Samala, Phillip L. Palmbos, Alon Z. Weizer

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Assessment of bone fragility in projection images using radiomic features.

Qian Cao, Nicholas Petrick, Stephanie Coquia, Kenny H. Cha, Rongping Zeng, Keith Wear, Berkman Sahiner, Qin Li

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

2020

Supplementing training with data from a shifted distribution for machine learning classifiers: adding more cases may not always help.

Kenny H. Cha, Alexej Gossmann, Nicholas Petrick, Berkman Sahiner

Proceedings of the Medical Imaging 2020: Image Perception, 2020

Mammographic Image Conversion Between Source and Target Acquisition Systems Using cGAN.

Zahra Ghanian, Andreu Badal, Kenny H. Cha, Mohammad Mehdi Farhangi, Nicholas Petrick, Berkman Sahiner

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Performance deterioration of deep neural networks for lesion classification in mammography due to distribution shift: an analysis based on artificially created distribution shift.

Alexej Gossmann, Kenny H. Cha, Xudong Sun

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets.

Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb D. Richter, Kenny H. Cha

IEEE Trans. Medical Imaging, 2019

Deep learning based bladder cancer treatment response assessment.

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

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2D and 3D bladder segmentation using U-Net-based deep-learning.

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

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system.

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

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.

Kenny H. Cha, Nicholas Petrick, Aria Pezeshk, Christian G. Graff, Diksha Sharma, Andreu Badal, Aldo Badano, Berkman Sahiner

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018

Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis.

Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.

Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Generalization error analysis: deep convolutional neural network in mammography.

Caleb D. Richter, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features.

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

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system.

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

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Bladder cancer treatment response assessment in CT urography using two-channel deep-learning network.

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi K. Samala, Richard H. Cohan, Elaine M. Caoili, Alon Z. Weizer, Ajjai Alva

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Computer-aided detection of bladder wall thickening in CT urography (CTU).

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Marshall N. Gordon, Ravi K. Samala

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017

Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer.

Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Ashok Srinivasan, Jun Wei, Chuan Zhou, Mark Prince, Silvana Papagerakis

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography.

Marshall Gordon, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Ravi Samala, Richard H. Cohan, Elaine M. Caoili

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Bladder cancer treatment response assessment using deep learning in CT with transfer learning.

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

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Computer-aided detection of bladder masses in CT urography (CTU).

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ravi K. Samala

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

Reference state estimation of breast computed tomography for registration with digital mammography.

Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Ruola Ning, Kenny H. Cha, Mark A. Helvie

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis.

Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

First and second-order features for detection of masses in digital breast tomosynthesis.

Ravi K. Samala, Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automatic staging of bladder cancer on CT urography.

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

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automatic detection of ureter lesions in CT urography.

Trevor Exell, Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Elaine M. Caoili, Richard H. Cohan, Jun Wei, Chuan Zhou

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets.

Kenny H. Cha, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU).

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Chuan Zhou

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

2015

Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement.

Duncan Fairbanks, Lubomir M. Hadjiiski, Chuan Zhou, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Computer-aided detection of bladder mass within contrast-enhanced region of CTU.

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014

Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure.

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Comparison of CLASS and ITK-SNAP in segmentation of urinary bladder in CT urography.

Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014