Sandy Napel

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 15

Top Topics

Automatic Annotation

Distance Metric Learning

Top Venues

J. Digit. Imaging

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern H. Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick Ferdinand Christ, Richard K. G. Do, Marc Gollub, Stephan Heckers, Henkjan J. Huisman, William R. Jarnagin, Maureen McHugo, Sandy Napel, Jennifer Goli-Pernicka, Kawal S. Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, James A. Meakin, Sébastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Alexandra Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, BeomHee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso
The Medical Segmentation Decathlon. CoRR (2021)
Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbelaez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging 40 (12) (2021)
Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A radiomics approach to analyze cardiac alterations in hypertension. CoRR (2020)
Masoud Badiei Khuzani, Yinyu Ye, Sandy Napel, Lei Xing
A Mean-Field Theory for Learning the Schönberg Measure of Radial Basis Functions. CoRR (2020)
Pritam Mukherjee, Mu Zhou, Edward Lee, Anne Schicht, Yoganand Balagurunathan, Sandy Napel, Robert J. Gillies, Simon Wong, Alexander Thieme, Ann Leung, Olivier Gevaert
A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasets. Nat. Mach. Intell. 2 (5) (2020)
Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Analyze Cardiac Alterations in Hypertension. ISBI (2019)
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. CoRR (2019)
Amber L. Simpson, Michela Antonelli, Spyridon Bakas, Michel Bilello, Keyvan Farahani, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern H. Menze, Olaf Ronneberger, Ronald M. Summers, Patrick Bilic, Patrick Ferdinand Christ, Richard K. G. Do, Marc Gollub, Jennifer Golia-Pernicka, Stephan Heckers, William R. Jarnagin, Maureen McHugo, Sandy Napel, Eugene Vorontsov, Lena Maier-Hein, M. Jorge Cardoso
A large annotated medical image dataset for the development and evaluation of segmentation algorithms. CoRR (2019)
Sebastian Echegaray, Shaimaa Bakr, Daniel L. Rubin, Sandy Napel
Quantitative Image Feature Engine (QIFE): an Open-Source, Modular Engine for 3D Quantitative Feature Extraction from Volumetric Medical Images. J. Digit. Imaging 31 (4) (2018)
Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jaeger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (2018)
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. STACOM@MICCAI (2017)
Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin
Adaptive local window for level set segmentation of CT and MRI liver lesions. Medical Image Anal. 37 (2017)
Karim Lekadir, Alfiia Galimzianova, Àngels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernández, Petia Radeva, Sandy Napel
A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Jayashree Kalpathy-Cramer, Binsheng Zhao, Dmitry B. Goldgof, Yuhua Gu, Xingwei Wang, Hao Yang, Yongqiang Tan, Robert J. Gillies, Sandy Napel
A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study. J. Digit. Imaging 29 (4) (2016)
Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin
Adaptive Local Window for Level Set Segmentation of CT and MRI Liver Lesions. CoRR (2016)
Adrien Depeursinge, Camille Kurtz, Christopher F. Beaulieu, Sandy Napel, Daniel L. Rubin
Predicting Visual Semantic Descriptive Terms From Radiological Image Data: Preliminary Results With Liver Lesions in CT. IEEE Trans. Medical Imaging 33 (8) (2014)
Camille Kurtz, Christopher F. Beaulieu, Sandy Napel, Daniel L. Rubin
A hierarchical knowledge-based approach for retrieving similar medical images described with semantic annotations. J. Biomed. Informatics 49 (2014)
Camille Kurtz, Adrien Depeursinge, Sandy Napel, Christopher F. Beaulieu, Daniel L. Rubin
On combining image-based and ontological semantic dissimilarities for medical image retrieval applications. Medical Image Anal. 18 (7) (2014)
Joong-Ho Won, Yongkweon Jeon, Jarrett Rosenberg, Sungroh Yoon, Geoffrey D. Rubin, Sandy Napel
Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer Programming. IEEE Trans. Vis. Comput. Graph. 19 (1) (2013)
Jessica S. Faruque, Daniel L. Rubin, Christopher F. Beaulieu, Sandy Napel
Modeling Perceptual Similarity Measures in CT Images of Focal Liver Lesions. J. Digit. Imaging 26 (4) (2013)
Jiajing Xu, Jessica S. Faruque, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel
A Comprehensive Descriptor of Shape: Method and Application to Content-Based Retrieval of Similar Appearing Lesions in Medical Images. J. Digit. Imaging 25 (1) (2012)
Yi-Hao Kao, Benjamin Van Roy, Daniel L. Rubin, Jiajing Xu, Jessica S. Faruque, Sandy Napel
A Hybrid Method for Distance Metric Learning. CoRR (2012)
Francisco Gimenez, Jiajing Xu, Yi Liu, Tiffany Ting Liu, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel
Automatic Annotation of Radiological Observations in Liver CT Images. AMIA (2012)
Francisco Gimenez, Jiajing Xu, Yi Liu, Tiffany Ting Liu, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel
On the Feasibility of Predicting Radiological Observations from Computational Imaging Features of Liver Lesions in CT Scans. HISB (2011)
Daniel Korenblum, Daniel L. Rubin, Sandy Napel, Cesar Rodriguez, Christopher F. Beaulieu
Managing Biomedical Image Metadata for Search and Retrieval of Similar Images. J. Digit. Imaging 24 (4) (2011)
Jessica S. Faruque, Daniel L. Rubin, Christopher F. Beaulieu, Jarrett Rosenberg, Aya Kamaya, Grace Tye, Sandy Napel, Ronald M. Summers
A Scalable Reference Standard of Visual Similarity for a Content-Based Image Retrieval System. HISB (2011)
Ceyhun Burak Akgül, Daniel L. Rubin, Sandy Napel, Christopher F. Beaulieu, Hayit Greenspan, Burak Acar
Content-Based Image Retrieval in Radiology: Current Status and Future Directions. J. Digit. Imaging 24 (2) (2011)
Bhargav Raman, Raghav Raman, Geoffrey D. Rubin, Sandy Napel
Automated Tracing of the Adventitial Contour of Aortoiliac and Peripheral Arterial Walls in CT Angiography (CTA) to Allow Calculation of Non-calcified Plaque Burden. J. Digit. Imaging 24 (6) (2011)
Harvey E. Cline, Karthik Krishnan, Sandy Napel, Geoffrey D. Rubin, Wesley D. Turner, Ricardo S. Avila
Automated coronary CT angiography plaque-lumen segmentation. Medical Imaging: Computer-Aided Diagnosis (2009)
Florian F. Schmitzberger, Justus E. Roos, Sandy Napel, Geoffrey D. Rubin, David S. Paik
Thin client architecture in support of remote radiology learning. SAC (2009)
Padma Sundaram, Afra Zomorodian, Christopher F. Beaulieu, Sandy Napel
Colon polyp detection using smoothed shape operators: Preliminary results. Medical Image Anal. 12 (2) (2008)
Jiantao Pu, Justus E. Roos, Chin A. Yi, Sandy Napel, Geoffrey D. Rubin, David S. Paik
Adaptive border marching algorithm: Automatic lung segmentation on chest CT images. Comput. Medical Imaging Graph. 32 (6) (2008)
Shaohua Sun, Feng Zhuge, Jarrett Rosenberg, Robert M. Steiner, Geoffrey D. Rubin, Sandy Napel
Learning-enhanced simulated annealing: method, evaluation, and application to lung nodule registration. Appl. Intell. 28 (1) (2008)
Tejas Rakshe, Dominik Fleischmann, Jarrett Rosenberg, Justus E. Roos, Sandy Napel
Knowledge-based interpolation of curves: Application to femoropopliteal arterial centerline restoration. Medical Image Anal. 11 (2) (2007)
Markus Kukuk, Sandy Napel
Rotational Roadmapping: A New Image-Based Navigation Technique for the Interventional Room. MICCAI (2) (2007)
Ender Konukoglu, Burak Acar, David S. Paik, Christopher F. Beaulieu, Jarrett Rosenberg, Sandy Napel
Polyp Enhancing Level Set Evolution of Colon Wall: Method and Pilot Study. IEEE Trans. Medical Imaging 26 (12) (2007)
Joong-Ho Won, Geoffrey D. Rubin, Sandy Napel
Flattening the Abdominal Aortic Tree for Effective Visualization. EMBC (2006)
Ender Konukoglu, Burak Acar, David S. Paik, Christopher F. Beaulieu, Sandy Napel
Heat diffusion based detection of colonic polyps in CT colonography. EUSIPCO (2005)
David S. Paik, Christopher F. Beaulieu, Geoffrey D. Rubin, Burak Acar, R. Brooke Jeffrey Jr., Judy Yee, Joyoni Dey, Sandy Napel
Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CT. IEEE Trans. Medical Imaging 23 (6) (2004)
Anthony J. Sherbondy, Michael Houston, Sandy Napel
Fast Volume Segmentation With Simultaneous Visualization Using Programmable Graphics Hardware. IEEE Visualization (2003)
Yoshitaka Masutani, Takeharu Yoshikawa, Shigeki Aoki, Kuni Ohtomo, Anthony J. Sherbondy, Sandy Napel
EPI distortion correction for MR-DTI by using texture memory on graphics hardware. CARS (2003)
Burak Acar, Christopher F. Beaulieu, Salih Burak Göktürk, Carlo Tomasi, David S. Paik, R. Brooke Jeffrey Jr., Judy Yee, Sandy Napel
Edge Displacement Field-Based Classification for Improved Detection of Polyps in CT Colonography. IEEE Trans. Medical Imaging 21 (11) (2002)
Salih Burak Göktürk, Carlo Tomasi, Burak Acar, David S. Paik, Christopher F. Beaulieu, Sandy Napel
A Learning Method for Automated Polyp Detection. MICCAI (2001)
Burak Acar, Sandy Napel, David S. Paik, Salih Burak Göktürk, Carlo Tomasi, Christopher F. Beaulieu
Using Optical Flow Fields for Polyp Detection in Virtual Colonoscopy. MICCAI (2001)
Salih Burak Göktürk, Carlo Tomasi, Burak Acar, Christopher F. Beaulieu, David S. Paik, R. Brooke Jeffrey Jr., Judy Yee, Sandy Napel
A Statistical 3D Pattern Processing Method for Computer Aided Detection of Polyps in CT Colonography. IEEE Trans. Medical Imaging 20 (12) (2001)
Chye Hwang Yan, Robert T. Whalen, Gary S. Beaupré, Shin Yi Yen, Sandy Napel
Reconstruction Algorithm for Poly-Chromatic CT Imaging: Application to Beam Hardening Correction. IEEE Trans. Medical Imaging 19 (1) (2000)
Smadar Shiffman, Geoffrey D. Rubin, Sandy Napel
Medical Image Segmentation Using Analysis of Isolabel-Contour Maps. IEEE Trans. Medical Imaging 19 (11) (2000)
Shin Yi Yen, Chye Hwang Yan, Geoffrey D. Rubin, Sandy Napel
Longitudinal Sampling and Aliasing in Spiral CT. IEEE Trans. Medical Imaging 18 (18) (1999)
Jay B. West, J. Michael Fitzpatrick, Matthew Yang Wang, Benoit M. Dawant, Calvin R. Maurer Jr., Robert M. Kessler, Robert J. Maciunas, Christian Barillot, Didier Lemoine, André M. F. Collignon, Frederik Maes, Paul Suetens, Dirk Vandermeulen, Petra A. van den Elsen, Paul F. Hemler, Sandy Napel, Thilaka S. Sumanaweera, Beth A. Harkness, Derek L. G. Hill, Colin Studholme, Grégoire Malandain, Xavier Pennec, Marilyn E. Noz, Gerald Q. Maguire Jr., Michael Pollack, Charles A. Pelizzari, Richard A. Robb, Dennis P. Hanson, Roger P. Woods
Comparison and evaluation of retrospective intermodality image registration techniques. Medical Imaging: Image Processing (1996)
William E. Lorensen, Ron Kikinis, Sandy Napel, Arie E. Kaufman, John Flynn
Surface Rendering versus Volume Rendering in Medical Imaging. IEEE Visualization (1996)
Ramin Shahidi, V. Argiro, Sandy Napel, L. Gray, H. P. McAdams, Geoffrey D. Rubin, Christopher F. Beaulieu, R. Brooke Jeffrey Jr., A. Johnson
Assessment of Several Virtual Endoscopy Techniques Using Computed Tomography and Perspective Volume Rendering. VBC (1996)
Chye Hwang Yan, Sandy Napel
Optimizing the choice of an image-interpolating function. Medical Imaging: Image Processing (1996)
Shin Yi Yen, Sandy Napel, Geoffrey D. Rubin
Fast Sliding Thin Slab Volume Visualization. VVS (1996)
Paul F. Hemler, Thilaka S. Sumanaweera, Petra A. van den Elsen, Sandy Napel, John R. Adler Jr.
Quantified registration error versus the accuracy of registered surfaces for a multimodality surface-based registration system. Medical Imaging: Image Processing (1996)
Samuel Moon-Ho Song, Sandy Napel, Norbert J. Pelc, Gary H. Glover
Phase unwrapping of MR phase images using Poisson equation. IEEE Trans. Image Process. 4 (5) (1995)
Paul F. Hemler, Thilaka S. Sumanaweera, Petra A. van den Elsen, Sandy Napel, John R. Adler Jr.
A system for multimodality image fusion. CBMS (1994)
Samuel Moon-Ho Song, Richard M. Leahy, Douglas P. Boyd, Bruce H. Brundage, Sandy Napel
Determining cardiac velocity fields and intraventricular pressure distribution from a sequence of ultrafast CT cardiac images. IEEE Trans. Medical Imaging 13 (2) (1994)
Petra A. van den Elsen, Evert-Jan D. Pol, Thilaka S. Sumanaweera, Paul F. Hemler, Sandy Napel, John R. Adler Jr.
Grey value correlation techniques used for automatic matching of CT and MR brain and spine images. VBC (1994)