Damini Dey

According to our database, Damini Dey authored at least 34 papers between 2000 and 2024.

Collaborative distances:

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

2024

AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging.

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

npj Digit. Medicine, 2024

2023

Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging.

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

npj Digit. Medicine, 2023

Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT.

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

Proceedings of the Medical Imaging 2023: Image Processing, 2023

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.

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

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networks.

Aditya Killekar, Jacek Kwiecinski, Mariusz Kruk, Cezary Kepka, Aakash D. Shanbhag, Damini Dey, Piotr J. Slomka

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction.

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

Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022

Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry.

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

Comput. Biol. Medicine, 2022

Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks.

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

Proceedings of the Medical Imaging 2022: Image Processing, 2022

COVID-19 lesion segmentation using convolutional LSTM for self-attention.

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, Elisabetta Mancini, Cecilia Agalbato, Jiro Munechika, Hidenari Matsumoto, Roberto Menè, Damini Dey, Gianfranco Parati, Franco Cernigliaro, Camilla Torlasco, Gianluca Pontone, Piotr J. Slomka

Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021

Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks.

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, 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

CoRR, 2021

2019

Intracranial Vessel Wall Segmentation Using Convolutional Neural Networks.

Feng Shi, Qi Yang, Xiuhai Guo, Touseef Ahmad Qureshi, Zixiao Tian, Huijuan Miao, Damini Dey, Debiao Li, Zhaoyang Fan

IEEE Trans. Biomed. Eng., 2019

Deep learning-based stenosis quantification from coronary CT angiography.

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

Proceedings of the Medical Imaging 2019: Image Processing, 2019

2018

Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue From Non-Contrast CT.

Frederic Commandeur, Markus Goeller, Julián Betancur, Sebastien Cadet, Mhairi Doris, Xi Chen, Daniel S. Berman, Piotr J. Slomka, Balaji Tamarappoo, Damini Dey

IEEE Trans. Medical Imaging, 2018

Calcium removal from cardiac ct images using deep convolutional neural network.

Siming Yan, Feng Shi, Yuhua Chen, Damini Dey, Sang-Eun Lee, Hyuk-Jae Chang, Debiao Li, Yibin Xie

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2016

Demons versus level-set motion registration for coronary 18F-sodium fluoride PET.

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

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs.

Ivana Isgum, Bob D. de Vos, Jelmer M. Wolterink, Damini Dey, Daniel S. Berman, Mathieu Rubeaux, Tim Leiner, Piotr J. Slomka

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015

Automated Pericardial Fat Quantification from Coronary Magnetic Resonance Angiography.

Xiaowei Ding, Jianing Pang, Zhou Ren, Mariana Diaz-Zamudio, Daniel S. Berman, Debiao Li, Demetri Terzopoulos, Piotr J. Slomka, Damini Dey

Proceedings of the Medical Image Understanding and Analysis, 2015

Automated coronary artery calcium scoring from non-contrast CT using a patient-specific algorithm.

Xiaowei Ding, Piotr J. Slomka, Mariana Diaz-Zamudio, Guido Germano, Daniel S. Berman, Demetri Terzopoulos, Damini Dey

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Automated epicardial fat volume quantification from non-contrast CT.

Xiaowei Ding, Demetri Terzopoulos, Mariana Diaz-Zamudio, Daniel S. Berman, Piotr J. Slomka, Damini Dey

Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013

Segmentation of the Thoracic Aorta in Noncontrast Cardiac CT Images.

Olga C. Avila-Montes, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris

IEEE J. Biomed. Health Informatics, 2013

Image denoising of low-radiation dose coronary CT angiography by an adaptive block-matching 3D algorithm.

Dongwoo Kang, Piotr J. Slomka, Ryo Nakazato, Jonghye Woo, Daniel S. Berman, C.-C. Jay Kuo, Damini Dey

Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012

Heart chambers and whole heart segmentation techniques: review.

Dongwoo Kang, Jonghye Woo, Piotr J. Slomka, Damini Dey, Guido Germano, C.-C. Jay Kuo

J. Electronic Imaging, 2012

Feasibility of determining myocardial transient ischemic dilation from cardiac CT by automated stress/rest registration.

Jonghye Woo, Piotr J. Slomka, Ryo Nakazato, Balaji Tamarappoo, James K. Min, Guido Germano, Daniel S. Berman, Damini Dey

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Automatic detection of significant and subtle arterial lesions from coronary CT angiography.

Dongwoo Kang, Piotr J. Slomka, Ryo Nakazato, Victor Cheng, James K. Min, Debiao Li, Daniel S. Berman, C.-C. Jay Kuo, Damini Dey

Proceedings of the Medical Imaging 2012: Image Processing, 2012

2011

Cascaded regression for CT slice localization.

Olga C. Avila-Montes, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

Knowledge-based quantification of pericardial fat in non-contrast CT data.

Raja P. Yalamanchili, Damini Dey, Uday Kurkure, Ryo Nakazato, Daniel S. Berman, Ioannis A. Kakadiaris

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Automated algorithm for atlas-based segmentation of the heart and pericardium from non-contrast CT.

Damini Dey, Amit Ramesh, Piotr J. Slomka, Ryo Nakazato, Victor Cheng, Guido Germano, Daniel S. Berman

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Automatic segmentation of the diaphragm in non-contrast CT images.

Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Feature-based non-rigid volume registration of serial coronary CT angiography.

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

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Automated Multi-Modality Registration of 64-Slice Coronary CT Angiography with Myocardial Perfusion Spect.

Jonghye Woo, Piotr J. Slomka, Damini Dey, Victor Cheng, Amit Ramesh, Byung-Woo Hong, Daniel S. Berman, C.-C. Jay Kuo, Guido Germano

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2005

Efficient 3D nonlinear warping of computed tomography: two high-performance implementations using OpenGL.

David Levin, Damini Dey, Piotr J. Slomka

Proceedings of the Medical Imaging 2005: Visualization, 2005

2003

Four-dimensional multimodality image registration applied to gated SPECT and gated MRI.

Usaf E. Aladl, Gilbert A. Hurwitz, Damini Dey, Piotr J. Slomka

Proceedings of the Medical Imaging 2003: Image Processing, 2003

2002

Automatic Fusion of Freehand Endoscopic Brain Images to Three-Dimensional Surfaces: Creating Stereoscopic Panoramas.

Damini Dey, David G. Gobbi, Piotr J. Slomka, Kathleen J. M. Surry, Terry M. Peters

IEEE Trans. Medical Imaging, 2002

2000

Mixed Reality Merging of Endoscopic Images and 3-D Surfaces.

Damini Dey, Piotr J. Slomka, David G. Gobbi, Terry M. Peters

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000