Daniel S. Berman

36 papers B 16Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multicenter evaluation of interpretable AI for coronary artery disease diagnosis from PET biomarkers. npj Digit. Medicine Wenhao Zhang, Jacek Kwiecinski, Aakash D. Shanbhag, Robert J. H. Miller, Shiva Mostafavi, Giselle Ramirez, Jirong Yi, Donghee Han, Damini Dey, Dominika Grodecka, Kajetan Grodecki, Mark Lemley, Paul Kavanagh, Joanna X. Liang, Jianhang Zhou, Valerie Builoff, Jon Hainer, Sylvain Carre, Leanne Barrett, Andrew J. Einstein, Stacey Knight, Steve Mason, Viet T. Le, Wanda Acampa, Samuel Wopperer, Panithaya Chareonthaitawee, Daniel S. Berman, Marcelo Di Carli, Piotr J. Slomka
2026	J	`jnl`	What You Read is What You Classify: Highlighting Attributions to Text and Text-Like Inputs. CoRR Daniel S. Berman, Brian B. Merritt, Stanley Ta, Dana Udwin, Amanda Ernlund, Jeremy Ratcliff, Vijay Narayan
2025	J	`jnl`	Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. npj Digit. Medicine Anna M. Marcinkiewicz, Wenhao Zhang, Aakash D. Shanbhag, Robert J. H. Miller, Mark Lemley, Giselle Ramirez, Mikolaj Buchwald, Aditya Killekar, Paul Kavanagh, Attila Feher, Edward J. Miller, Andrew J. Einstein, Terrence D. Ruddy, Joanna X. Liang, Valerie Builoff, David Ouyang, Daniel S. Berman, Damini Dey, Piotr J. Slomka
2024	J	`jnl`	AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging. npj Digit. Medicine Robert J. H. Miller, Aakash D. Shanbhag, Aditya Killekar, Mark Lemley, Bryan P. Bednarski, Serge D. Van Kriekinge, Paul Kavanagh, Attila Feher, Edward J. Miller, Andrew J. Einstein, Terrence D. Ruddy, Joanna X. Liang, Valerie Builoff, Daniel S. Berman, Damini Dey, Piotr J. Slomka
2023	B	`conf`	Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT. Image Processing Aakash D. Shanbhag, Konrad Pieszko, Robert J. H. Miller, Aditya Killekar, Waechter Parker, Heidi Gransar, Michelle Williams, Daniel S. Berman, Damini Dey, Piotr J. Slomka
2023	B	`conf`	Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography. Image Processing Nipun Manral, Andrew Lin, Caroline Park, Priscilla McElhinney, Aditya Killekar, Hidenari Matsumoto, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Mhairi Doris, Alan C. Kwan, Donghee Han, Keiichiro Kuronuma, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash D. Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephen Achenbach, Stephen J. Nicholls, Dennis T. Wong, Daniel S. Berman, Marc R. Dweck, David E. Newby, Michelle C. Williams, Piotr J. Slomka, Damini Dey
2023	J	`jnl`	Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging. npj Digit. Medicine Konrad Pieszko, Aakash D. Shanbhag, Ananya Singh, M. Timothy Hauser, Robert J. H. Miller, Joanna X. Liang, Manish Motwani, Jacek Kwiecinski, Tali Sharir, Andrew J. Einstein, Mathews Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. Miller, Timothy M. Bateman, Sharmila Dorbala, Marcelo Di Carli, Daniel S. Berman, Damini Dey, Piotr J. Slomka
2023	B	`conf`	Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction. Image Processing Bryan P. Bednarski, Aakash D. Shanbhag, Ananya Singh, Robert J. H. Miller, Heidi Gransar, Keiichiro Kuronuma, Tali Sharir, Sharmila Dorbala, Marcelo Di Carli, Matthews B. Fish, Terrence D. Ruddy, Daniel S. Berman, Damini Dey, Piotr J. Slomka
2022	B	`conf`	Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks. Image Processing Konrad Pieszko, Aakash D. Shanbhag, Aditya Killekar, Mark Lemley, Yuka Otaki, Serge D. Van Kriekinge, Paul Kavanagh, Robert J. H. Miller, Edward J. Miller, Timothy M. Bateman, Damini Dey, Daniel S. Berman, Piotr J. Slomka
2022	J	`jnl`	Crystal Cube: Forecasting Disruptive Events. Appl. Artif. Intell. Anna L. Buczak, Benjamin D. Baugher, Christine S. Martin, Meg W. Keiley-Listermann, James Howard, Nathan H. Parrish, Anton Q. Stalick, Daniel S. Berman, Mark Dredze
2022	J	`jnl`	Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry. Comput. Biol. Medicine Richard Ríos, Robert J. H. Miller, Nipun Manral, Tali Sharir, Andrew J. Einstein, Mathews Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. Miller, Timothy M. Bateman, Sharmila Dorbala, Marcelo Di Carli, Serge D. Van Kriekinge, Paul Kavanagh, Tejas Parekh, Joanna X. Liang, Damini Dey, Daniel S. Berman, Piotr J. Slomka
2020	J	`jnl`	MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations. CoRR Daniel S. Berman, Craig Howser, Thomas Mehoke, Jared D. Evans
2019	J	`jnl`	A Survey of Deep Learning Methods for Cyber Security. Inf. Daniel S. Berman, Anna L. Buczak, Jeffrey S. Chavis, Cherita L. Corbett
2019	J	`jnl`	DGA CapsNet: 1D Application of Capsule Networks to DGA Detection. Inf. Daniel S. Berman
2019	B	`conf`	Deep learning-based stenosis quantification from coronary CT angiography. Image Processing Youngtaek Hong, Frederic Commandeur, Sebastien Cadet, Markus Goeller, Mhairi Doris, Xi Chen, Jacek Kwiecinski, Daniel S. Berman, Piotr J. Slomka, Hyuk-Jae Chang, Damini Dey
2018	J	`jnl`	Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue From Non-Contrast CT. IEEE Trans. Medical Imaging Frederic Commandeur, Markus Goeller, Julián Betancur, Sebastien Cadet, Mhairi Doris, Xi Chen, Daniel S. Berman, Piotr J. Slomka, Balaji Tamarappoo, Damini Dey
2017	—	`conf`	Using sequential pattern mining for common event format (CEF) cyber data. CISRC Anna L. Buczak, Daniel S. Berman, Sean W. Yen, Lanier A. Watkins, Lien T. Duong, Jeffrey S. Chavis
2016	B	`conf`	Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs. Image Processing Ivana Isgum, Bob D. de Vos, Jelmer M. Wolterink, Damini Dey, Daniel S. Berman, Mathieu Rubeaux, Tim Leiner, Piotr J. Slomka
2016	B	`conf`	Demons versus level-set motion registration for coronary 18F-sodium fluoride PET. Image Processing Mathieu Rubeaux, Nikhil Joshi, Marc R. Dweck, Alison Fletcher, Manish Motwani, Louise E. Thomson, Guido Germano, Damini Dey, Daniel S. Berman, David E. Newby, Piotr J. Slomka
2015	—	`conf`	Automated Pericardial Fat Quantification from Coronary Magnetic Resonance Angiography. MIUA Xiaowei Ding, Jianing Pang, Zhou Ren, Mariana Diaz-Zamudio, Daniel S. Berman, Debiao Li, Demetri Terzopoulos, Piotr J. Slomka, Damini Dey
2015	B	`conf`	Automated coronary artery calcium scoring from non-contrast CT using a patient-specific algorithm. Image Processing Xiaowei Ding, Piotr J. Slomka, Mariana Diaz-Zamudio, Guido Germano, Daniel S. Berman, Demetri Terzopoulos, Damini Dey
2014	B	`conf`	Automated epicardial fat volume quantification from non-contrast CT. Image Processing Xiaowei Ding, Demetri Terzopoulos, Mariana Diaz-Zamudio, Daniel S. Berman, Piotr J. Slomka, Damini Dey
2013	B	`conf`	Combining active appearance and deformable superquadric models for LV segmentation in cardiac MRI. Image Processing Sharath Gopal, Yuka Otaki, Reza Arsanjani, Daniel S. Berman, Demetri Terzopoulos, Piotr J. Slomka
2013	B	`conf`	Image denoising of low-radiation dose coronary CT angiography by an adaptive block-matching 3D algorithm. Image Processing Dongwoo Kang, Piotr J. Slomka, Ryo Nakazato, Jonghye Woo, Daniel S. Berman, C.-C. Jay Kuo, Damini Dey
2013	J	`jnl`	Segmentation of the Thoracic Aorta in Noncontrast Cardiac CT Images. IEEE J. Biomed. Health Informatics Olga C. Avila-Montes, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
2012	—	`conf`	Automated detection of contractile abnormalities from stress-rest motion changes. Computer-Aided Diagnosis Shahryar Karimi-Ashtiani, Reza Arsanjani, Mathews Fish, Daniel S. Berman, Paul Kavanagh, Guido Germano, Piotr J. Slomka
2012	B	`conf`	Automatic detection of significant and subtle arterial lesions from coronary CT angiography. Image Processing Dongwoo Kang, Piotr J. Slomka, Ryo Nakazato, Victor Cheng, James K. Min, Debiao Li, Daniel S. Berman, C.-C. Jay Kuo, Damini Dey
2012	B	`conf`	Feasibility of determining myocardial transient ischemic dilation from cardiac CT by automated stress/rest registration. Image Processing Jonghye Woo, Piotr J. Slomka, Ryo Nakazato, Balaji Tamarappoo, James K. Min, Guido Germano, Daniel S. Berman, Damini Dey
2012	—	`conf`	Quantitative analysis of myocardial perfusion images. APSIPA Piotr J. Slomka, Reza Arsanjani, Yuan Xu, Daniel S. Berman, Guido Germano
2011	—	`conf`	Cascaded regression for CT slice localization. ISBI Olga C. Avila-Montes, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
2010	B	`conf`	Automated algorithm for atlas-based segmentation of the heart and pericardium from non-contrast CT. Image Processing Damini Dey, Amit Ramesh, Piotr J. Slomka, Ryo Nakazato, Victor Cheng, Guido Germano, Daniel S. Berman
2010	—	`conf`	Automatic segmentation of the diaphragm in non-contrast CT images. ISBI Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
2010	B	`conf`	Knowledge-based quantification of pericardial fat in non-contrast CT data. Image Processing Raja P. Yalamanchili, Damini Dey, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Ioannis A. Kakadiaris
2009	—	`conf`	Automated Multi-Modality Registration of 64-Slice Coronary CT Angiography with Myocardial Perfusion Spect. ISBI Jonghye Woo, Piotr J. Slomka, Damini Dey, Victor Cheng, Amit Ramesh, Byung-Woo Hong, Daniel S. Berman, C.-C. Jay Kuo, Guido Germano
2009	B	`conf`	Feature-based non-rigid volume registration of serial coronary CT angiography. Image Processing Jonghye Woo, Byung-Woo Hong, Damini Dey, Victor Cheng, Amit Ramesh, Ganesh Sundaramoorthi, C.-C. Jay Kuo, Daniel S. Berman, Guido Germano, Piotr J. Slomka
2009	—	`conf`	Myocardial wall thickening from gated magnetic resonance images using Laplace's equation. Computer-Aided Diagnosis Mithun Prasad, Amit Ramesh, Paul Kavanagh, James Gerlach, Guido Germano, Daniel S. Berman, Piotr J. Slomka