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Kenny H. Cha
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2020 – today
- 2023
- [c38]Xianglong Wang, Berkman Sahiner, Christopher G. Scully, Kenny H. Cha:
AFE-GAN: Synthesizing Electrocardiograms with Atrial Fibrillation Characteristics Using Generative Adversarial Networks. EMBC 2023: 1-5 - [c37]Kenny H. Cha:
Software as a Medical Device (SaMD) at the FDA: Regulatory Science and Review. JVA 2023: 71-74 - [c36]Jonathan Clever, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi Samala, Chuan Zhou:
Bladder cancer segmentation using U-Net-based deep-learning. Medical Imaging: Computer-Aided Diagnosis 2023 - [c35]Di Sun, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Ajjai Alva, Kenny H. Cha, Ravi K. Samala, Chuan Zhou:
Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics. Medical Imaging: Computer-Aided Diagnosis 2023 - [c34]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:
Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning. Medical Imaging: Computer-Aided Diagnosis 2023 - 2022
- [j2]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): 544 (2022) - [c33]Ravi K. Samala, Berkman Sahiner, Gene Pennello, Kenny H. Cha, Mohammad Mehdi Farhangi, Nicholas Petrick:
Deciphering deep ensembles for lung nodule analysis. Medical Imaging: Computer-Aided Diagnosis 2022 - [c32]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:
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. Medical Imaging: Computer-Aided Diagnosis 2022 - 2021
- [c31]Qian Cao, Nicholas Petrick, Stephanie Coquia, Kenny H. Cha, Rongping Zeng, Keith Wear, Berkman Sahiner, Qin Li:
Assessment of bone fragility in projection images using radiomic features. Medical Imaging: Computer-Aided Diagnosis 2021 - [c30]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:
Multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography with and without computerized decision support. Medical Imaging: Computer-Aided Diagnosis 2021 - 2020
- [c29]Alexej Gossmann, Kenny H. Cha, Xudong Sun:
Performance deterioration of deep neural networks for lesion classification in mammography due to distribution shift: an analysis based on artificially created distribution shift. Medical Imaging: Computer-Aided Diagnosis 2020 - [c28]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: 523-531 - [c27]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: 113160S
2010 – 2019
- 2019
- [j1]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): 686-696 (2019) - [c26]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: 109500W - [c25]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: 109500Y - [c24]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: 109503D - [c23]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: 1095004 - 2018
- [c22]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: 105750Q - [c21]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: 105751V - [c20]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: 105751Y - [c19]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: 105752B - [c18]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: 1057520 - [c17]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: 1057521 - [c16]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: 1057529 - 2017
- [c15]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: 101341Z - [c14]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: 1013402 - [c13]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: 1013403 - [c12]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: 1013404 - 2016
- [c11]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: 97850Y - [c10]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: 97851O - [c9]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: 97851G - [c8]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: 97851U - [c7]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: 97853W - [c6]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: 978512 - [c5]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: 978523 - 2015
- [c4]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: 94141Q - [c3]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: 94141S - 2014
- [c2]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: 90351F - [c1]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: 90352P
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