Damini Dey

39 papers A 1B 18Journal 14Unranked 6
YearRankTypeTitle / 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
Prognostic value of deep learning-based coronary artery calcium score and quantitative pneumonia burden in patients hospitalized with COVID-19.
BMC Medical Imaging
Chiara Nardocci, Judit Simon, Bettina Katalin Budai, Viktor Gál, Hugo J. W. L. Aerts, Roman Zeleznik, Michael T. Lu, Júlia Karády, Márton Kolossváry, Bernard Cosyns, Mihály Radványi, Dávid Prait, Damini Dey, Piotr J. Slomka, Veronika Müller, Béla Merkely, Pál Maurovich-Horvat
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
2025 J jnl
World of Forms: Deformable geometric templates for one-shot surface meshing in coronary CT angiography.
Medical Image Anal.
Rudolf L. M. van Herten, Ioannis Lagogiannis, Jelmer M. Wolterink, Steffen Bruns, Eva R. Meulendijks, Damini Dey, Joris R. de Groot, José P. Henriques, R. N. Planken, Simone Saitta, Ivana Isgum
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 B conf
Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networks.
Image Processing
Aditya Killekar, Jacek Kwiecinski, Mariusz Kruk, Cezary Kepka, Aakash D. Shanbhag, Damini Dey, Piotr J. Slomka
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
COVID-19 lesion segmentation using convolutional LSTM for self-attention.
Image Processing
Aditya Killekar, Kajetan Grodecki, Andrew Lin, Sebastien Cadet, Priscilla McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter Julien, Peter Chen, Judit Simon, Nitesh Nerlekar, Pál Maurovich-Horvat, Nicola Gaibazzi, Udit Thakur, Maria Elisabetta Mancini, Cecilia Agalbato, Jiro Munechika, Hidenari Matsumoto, Roberto Menè, Damini Dey, Gianfranco Parati, Franco Cernigliaro, Camilla Torlasco, Gianluca Pontone, 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
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
2021 J jnl
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks.
CoRR
Kajetan Grodecki, Aditya Killekar, Andrew Lin, Sebastien Cadet, Priscilla McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter Julien, Judit Simon, Pál Maurovich-Horvat, Nicola Gaibazzi, Udit Thakur, Maria Elisabetta Mancini, Cecilia Agalbato, Jiro Munechika, Hidenari Matsumoto, Roberto Menè, Gianfranco Parati, Franco Cernigliaro, Nitesh Nerlekar, Camilla Torlasco, Gianluca Pontone, Damini Dey, Piotr J. Slomka
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
2019 J jnl
Intracranial Vessel Wall Segmentation Using Convolutional Neural Networks.
IEEE Trans. Biomed. Eng.
Feng Shi, Qi Yang, Xiuhai Guo, Touseef Ahmad Qureshi, Zixiao Tian, Huijuan Miao, Damini Dey, Debiao Li, Zhaoyang Fan
2018 J jnl
Calcium Removal From Cardiac CT Images Using Deep Convolutional Neural Network.
CoRR
Siming Yan, Feng Shi, Yuhua Chen, Damini Dey, Sang-Eun Lee, Hyuk-Jae Chang, Debiao Li, Yibin Xie
2018 — conf
Calcium removal from cardiac ct images using deep convolutional neural network.
ISBI
Siming Yan, Feng Shi, Yuhua Chen, Damini Dey, Sang-Eun Lee, Hyuk-Jae Chang, Debiao Li, Yibin Xie
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
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
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 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 J jnl
Heart chambers and whole heart segmentation techniques: review.
J. Electronic Imaging
Dongwoo Kang, Jonghye Woo, Piotr J. Slomka, Damini Dey, Guido Germano, C.-C. Jay Kuo
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
2005 — conf
Efficient 3D nonlinear warping of computed tomography: two high-performance implementations using OpenGL.
Image-Guided Procedures
David Levin, Damini Dey, Piotr J. Slomka
2003 B conf
Four-dimensional multimodality image registration applied to gated SPECT and gated MRI.
Image Processing
Usaf E. Aladl, Gilbert A. Hurwitz, Damini Dey, Piotr J. Slomka
2002 J jnl
Automatic Fusion of Freehand Endoscopic Brain Images to Three-Dimensional Surfaces: Creating Stereoscopic Panoramas.
IEEE Trans. Medical Imaging
Damini Dey, David G. Gobbi, Piotr J. Slomka, Kathleen J. M. Surry, Terry M. Peters
2000 A conf
Mixed Reality Merging of Endoscopic Images and 3-D Surfaces.
MICCAI
Damini Dey, Piotr J. Slomka, David G. Gobbi, Terry M. Peters