Daniel S. Berman

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Magnetic Resonance Angiography

Myocardial Perfusion

Top Venues

Medical Imaging: Image Processing

npj Digit. Medicine

Publications

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
AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging. npj Digit. Medicine 7 (1) (2024)
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
Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT. Medical Imaging: Image Processing (2023)
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
Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction. Medical Imaging: Image Processing (2023)
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
Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging. npj Digit. Medicine 6 (2023)
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
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. Medical Imaging: Image Processing (2023)
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
Crystal Cube: Forecasting Disruptive Events. Appl. Artif. Intell. 36 (1) (2022)
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
Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks. Medical Imaging: Image Processing (2022)
Richard Rios, 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
Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry. Comput. Biol. Medicine 145 (2022)
Daniel S. Berman, Craig Howser, Thomas Mehoke, Jared D. Evans
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations. CoRR (2020)
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
Deep learning-based stenosis quantification from coronary CT angiography. Medical Imaging: Image Processing (2019)
Daniel S. Berman
DGA CapsNet: 1D Application of Capsule Networks to DGA Detection. Inf. 10 (5) (2019)
Daniel S. Berman, Anna L. Buczak, Jeffrey S. Chavis, Cherita L. Corbett
A Survey of Deep Learning Methods for Cyber Security. Inf. 10 (4) (2019)
Frederic Commandeur, Markus Goeller, Julián Betancur, Sebastien Cadet, Mhairi Doris, Xi Chen, Daniel S. Berman, Piotr J. Slomka, Balaji Tamarappoo, Damini Dey
Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue From Non-Contrast CT. IEEE Trans. Medical Imaging 37 (8) (2018)
Anna L. Buczak, Daniel S. Berman, Sean W. Yen, Lanier A. Watkins, Lien T. Duong, Jeffrey S. Chavis
Using sequential pattern mining for common event format (CEF) cyber data. CISRC (2017)
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
Demons versus level-set motion registration for coronary 18F-sodium fluoride PET. Medical Imaging: Image Processing (2016)
Ivana Isgum, Bob D. de Vos, Jelmer M. Wolterink, Damini Dey, Daniel S. Berman, Mathieu Rubeaux, Tim Leiner, Piotr J. Slomka
Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs. Medical Imaging: Image Processing (2016)
Xiaowei Ding, Piotr J. Slomka, Mariana Diaz-Zamudio, Guido Germano, Daniel S. Berman, Demetri Terzopoulos, Damini Dey
Automated coronary artery calcium scoring from non-contrast CT using a patient-specific algorithm. Medical Imaging: Image Processing (2015)
Xiaowei Ding, Jianing Pang, Zhou Ren, Mariana Diaz-Zamudio, Daniel S. Berman, Debiao Li, Demetri Terzopoulos, Piotr J. Slomka, Damini Dey
Automated Pericardial Fat Quantification from Coronary Magnetic Resonance Angiography. MIUA (2015)
Xiaowei Ding, Demetri Terzopoulos, Mariana Diaz-Zamudio, Daniel S. Berman, Piotr J. Slomka, Damini Dey
Automated epicardial fat volume quantification from non-contrast CT. Medical Imaging: Image Processing (2014)
Sharath Gopal, Yuka Otaki, Reza Arsanjani, Daniel S. Berman, Demetri Terzopoulos, Piotr J. Slomka
Combining active appearance and deformable superquadric models for LV segmentation in cardiac MRI. Medical Imaging: Image Processing (2013)
Dongwoo Kang, Piotr J. Slomka, Ryo Nakazato, Jonghye Woo, Daniel S. Berman, C.-C. Jay Kuo, Damini Dey
Image denoising of low-radiation dose coronary CT angiography by an adaptive block-matching 3D algorithm. Medical Imaging: Image Processing (2013)
Olga C. Avila-Montes, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
Segmentation of the Thoracic Aorta in Noncontrast Cardiac CT Images. IEEE J. Biomed. Health Informatics 17 (5) (2013)
Jonghye Woo, Piotr J. Slomka, Ryo Nakazato, Balaji Tamarappoo, James K. Min, Guido Germano, Daniel S. Berman, Damini Dey
Feasibility of determining myocardial transient ischemic dilation from cardiac CT by automated stress/rest registration. Medical Imaging: Image Processing (2012)
Dongwoo Kang, Piotr J. Slomka, Ryo Nakazato, Victor Cheng, James K. Min, Debiao Li, Daniel S. Berman, C.-C. Jay Kuo, Damini Dey
Automatic detection of significant and subtle arterial lesions from coronary CT angiography. Medical Imaging: Image Processing (2012)
Piotr J. Slomka, Reza Arsanjani, Yuan Xu, Daniel S. Berman, Guido Germano
Quantitative analysis of myocardial perfusion images. APSIPA (2012)
Shahryar Karimi-Ashtiani, Reza Arsanjani, Mathews Fish, Daniel S. Berman, Paul Kavanagh, Guido Germano, Piotr J. Slomka
Automated detection of contractile abnormalities from stress-rest motion changes. Medical Imaging: Computer-Aided Diagnosis (2012)
Olga C. Avila-Montes, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
Cascaded regression for CT slice localization. ISBI (2011)
Raja P. Yalamanchili, Damini Dey, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Ioannis A. Kakadiaris
Knowledge-based quantification of pericardial fat in non-contrast CT data. Medical Imaging: Image Processing (2010)
Damini Dey, Amit Ramesh, Piotr J. Slomka, Ryo Nakazato, Victor Cheng, Guido Germano, Daniel S. Berman
Automated algorithm for atlas-based segmentation of the heart and pericardium from non-contrast CT. Medical Imaging: Image Processing (2010)
Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
Automatic segmentation of the diaphragm in non-contrast CT images. ISBI (2010)
M. Prasad, A. Ramesh, Paul Kavanagh, J. Gerlach, G. Germano, Daniel S. Berman, Piotr J. Slomka
Myocardial wall thickening from gated magnetic resonance images using Laplace's equation. Medical Imaging: Computer-Aided Diagnosis (2009)
Jonghye Woo, Piotr J. Slomka, Damini Dey, Victor Cheng, Amit Ramesh, Byung-Woo Hong, Daniel S. Berman, C.-C. Jay Kuo, Guido Germano
Automated Multi-Modality Registration of 64-Slice Coronary CT Angiography with Myocardial Perfusion Spect. ISBI (2009)
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
Feature-based non-rigid volume registration of serial coronary CT angiography. Medical Imaging: Image Processing (2009)