Piotr J. Slomka

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 17

Top Topics

Outcome Prediction

Coronary Artery

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)
Aditya Killekar, Jacek Kwiecinski, Mariusz Kruk, Cezary Kepka, Aakash D. Shanbhag, Damini Dey, Piotr J. Slomka
Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networks. Medical Imaging: Image Processing (2023)
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)
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)
Piotr J. Slomka
Explainable artificial-intelligence for diagnosis and risk estimation from cardiovascular images. Medical Imaging: Image Processing (2022)
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
COVID-19 lesion segmentation using convolutional LSTM for self-attention. 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)
Kajetan Grodecki, Aditya Killekar, Andrew Lin, Sebastien Cadet, Priscilla McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter Julien, Judit Simon, Pal 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
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks. CoRR (2021)
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)
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)
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)
Jonghye Woo, Piotr J. Slomka, C.-C. Jay Kuo, Byung-Woo Hong
Multiphase segmentation using an implicit dual shape prior: Application to detection of left ventricle in cardiac MRI. Comput. Vis. Image Underst. 117 (9) (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, Jonghye Woo, Piotr J. Slomka, Damini Dey, Guido Germano, C.-C. Jay Kuo
Heart chambers and whole heart segmentation techniques: review. J. Electronic Imaging 21 (1) (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)
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)
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, Byung-Woo Hong, Amit Ramesh, Guido Germano, C.-C. Jay Kuo, Piotr J. Slomka
Curve evolution with a dual shape similarity and its application to segmentation of left ventricle. Medical Imaging: Image Processing (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)
Jonghye Woo, Byung-Woo Hong, Chang-Hong Hu, K. Kirk Shung, C.-C. Jay Kuo, Piotr J. Slomka
Non-Rigid Ultrasound Image Registration Based on Intensity and Local Phase Information. J. Signal Process. Syst. 54 (1-3) (2009)
David Levin, Damini Dey, Piotr J. Slomka
Efficient 3D nonlinear warping of computed tomography: two high-performance implementations using OpenGL. Medical Imaging: Image-Guided Procedures (2005)
Usaf E. Aladl, Gilbert A. Hurwitz, Damini Dey, Piotr J. Slomka
Four-dimensional multimodality image registration applied to gated SPECT and gated MRI. Medical Imaging: Image Processing (2003)
Frank Enders, Magnus Strengert, Sabine Iserhardt-Bauer, Usaf E. Aladl, Piotr J. Slomka
Interactive volume rendering of multimodality 4D cardiac data with the use of consumer graphics hardware. Medical Imaging: Image-Guided Procedures (2003)
Damini Dey, David G. Gobbi, Piotr J. Slomka, Kathleen J. M. Surry, Terry M. Peters
Automatic Fusion of Freehand Endoscopic Brain Images to Three-Dimensional Surfaces: Creating Stereoscopic Panoramas. IEEE Trans. Medical Imaging 21 (1) (2002)
Perry E. Radau, Piotr J. Slomka, Per Julin, Leif Svensson, Lars-Olof Wahlund
Constrained localized-warping-reduced registration errors due to lesions in functional neuroimages. Medical Imaging: Image Processing (2001)
Perry E. Radau, Piotr J. Slomka, Per Julin, Leif Svensson, Lars-Olof Wahlund
Automated segmentation and registration technique for HMPAO-SPECT imaging of Alzheimer's patients. Medical Imaging: Image Processing (2000)
Piotr J. Slomka, Jonathan Mandel, Aaron Fenster, Dónal B. Downey
Automated 3D registration of magnetic resonance angiography, 3D power doppler, and 3D B-mode ultrasound images of carotid bifurcation. Medical Imaging: Image Processing (2000)
Damini Dey, Piotr J. Slomka, David G. Gobbi, Terry M. Peters
Mixed Reality Merging of Endoscopic Images and 3-D Surfaces. MICCAI (2000)