Sandy Napel
1978–2025 年に発表
- 135
- 論文数
- 22,246
- 被引用数
- 70
- h 指数
- 117
- i10 指数
被引用数
引用元
国・地域
機関
- Stanford University0.9%
- Shanghai Jiao Tong University0.7%
- Harvard University0.6%
- Inserm0.6%
- Heidelberg University0.5%
- Chinese Academy of Sciences0.5%
- その他96.2%
分野
- Medicine56.1%
- Computer Science32.1%
- Engineering4.7%
- Neuroscience2.7%
- Biochemistry, Genetics and Molecular Biology2.1%
- Physics and Astronomy0.8%
- その他1.5%
トピック
- Radiomics and Machine Learning in Medical Imaging13.8%
- Medical Image Segmentation Techniques7.2%
- AI in cancer detection5.9%
- Advanced Neural Network Applications5.5%
- Medical Imaging Techniques and Applications3.2%
- Lung Cancer Diagnosis and Treatment3.1%
- その他61.3%
共著者
- Geoffrey D. Rubin31
- Daniel L. Rubin28
- Christopher F. Beaulieu27
- David S. Paik18
- R. Brooke Jeffrey17
- Ann N. Leung12
- Olivier Gevaert12
- Sebastian Echegaray11
- Thilaka S. Sumanaweera10
- Burak Acar8
- Jiajing Xu8
- Robert J. Gillies8
- Sarah A. Mattonen8
- Paul F. Hemler7
- Petra A. van den Elsen7
- Sylvia K. Plevritis7
- Anthony J. Sherbondy6
- Dominik Fleischmann6
- Jayashree Kalpathy-Cramer6
- Joseph B. Shrager6
- Justus E. Roos6
- Karim Lekadir6
- Viswam S. Nair6
- Dmitry B. Goldgof5
全論文
- Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
著者: 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 Jäger, 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 - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2018 被引用: 2,256
- The Medical Segmentation Decathlon
著者: Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp‐Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick Ferdinand Christ, Richard Kinh Gian, Marc J. Gollub, Stephan Heckers, Henkjan Huisman, William R. Jarnagin, Maureen McHugo, Sandy Napel, Jennifer S. Golia Pernicka, Kawal Rhode, Catalina Tobon‐Gomez, Eugene Vorontsov, James Meakin, Sébastien Ourselin, Manuel Wiesenfarth, Pablo Arbeláez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Ildoo Kim, Klaus Maier‐Hein, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, R. Rezaiifar, Oliver Rippel, Ignacio Sarasúa, 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 - Nature Communications 2022 被引用: 1,202
- The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
著者: Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah, Hugo J.W.L. Aerts, Vincent Andrearczyk, Aditya Apte, Saeed Ashrafinia, Spyridon Bakas, Roelof J. Beukinga, Ronald Boellaard, Marta Bogowicz, Luca Boldrini, Irène Buvat, Gary Cook, Christos Davatzikos, Adrien Depeursinge, Marie-Charlotte Desseroit, N. Dinapoli, Cuong V. Dinh, Sebastian Echegaray, Issam El Naqa, Andriy Fedorov, Roberto Gatta, Robert J. Gillies, Vicky Goh, Michael Goetz, Matthias Gückenberger, Sung Min Ha, Mathieu Hatt, Fabian Isensee, Philippe Lambin, Stefan Leger, Ralph T. H. Leijenaar, Jacopo Lenkowicz, Fiona Lippert, Are Losnegård, Klaus Maier‐Hein, Olivier Morin, Henning Müller, Sandy Napel, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Elisabeth Pfaehler, Arman Rahmim, Arvind U K Rao, Jonas Scherer, Muhammad Musib Siddique, Nanna M. Sijtsema, Jairo Socarras Fernandez, Emiliano Spezi, Roel J.H.M. Steenbakkers, Stephanie Tanadini‐Lang, Daniela Thorwarth, Esther G.C. Troost, Taman Upadhaya, Vincenzo Valentini, Lisanne V. van Dijk, Joost J. M. van Griethuysen, Floris H. P. van Velden, P. Whybra, Christian Richter, Steffen Löck - Radiology 2020 被引用: 3,876
- A large annotated medical image dataset for the development and evaluation of segmentation algorithms
著者: 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 - arXiv (Cornell University), CoRR 2019 被引用: 748
- Artificial intelligence and machine learning in cancer imaging
著者: Dow‐Mu Koh, Nickolas Papanikolaou, Ulrich Bick, Rowland Illing, Charles E. Kahn, Jayshree Kalpathi-Cramer, Celso Matos, Luis Martí‐Bonmatí, Anne Miles, Seong K. Mun, Sandy Napel, Andrea Rockall, Evis Sala, Nicola H. Strickland, Fred Prior - Communications Medicine 2022 被引用: 305
- FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
著者: Karim Lekadir, Alejandro F. Frangi, Antonio R. Porras, Ben Glocker, Celia Cintas, Curtis P. Langlotz, Eva Weicken, Folkert W. Asselbergs, Fred Prior, Gary S. Collins, Georgios Kaissis, Gianna Tsakou, Irène Buvat, Jayashree Kalpathy-Cramer, John Mongan, Julia A. Schnabel, Kaisar Kushibar, Katrine Riklund, Kostas Marias, Lameck Mbangula Amugongo, Lauren A. Fromont, Lena Maier-Hein, Leonor Cerdá-Alberich, Luis Martí‐Bonmatí, M. Jorge Cardoso, Maciej Bobowicz, Mahsa Shabani, Manolis Tsiknakis, María A. Zuluaga, Marie-Christine Fritzsche, Marina Camacho, Marius George Linguraru, Markus Wenzel, Marleen de Bruijne, Martin G. Tolsgaard, Melanie Goisauf, Mónica Cano Abadía, Nikolaos Papanikolaou, Noussair Lazrak, Oriol Pujol, Richard Osuala, Sandy Napel, Sara Colantonio, Smriti Joshi, Stefan Klein, Susanna Aussó, Wendy Rogers, Zohaib Salahuddin, Martijn P. A. Starmans - BMJ 2025 被引用: 348
- A radiogenomic dataset of non-small cell lung cancer
著者: Shaimaa Bakr, Olivier Gevaert, Sebastian Echegaray, Kelsey Ayers, Mu Zhou, Mājid Shafiq, Hong Zheng, Jalen Benson, Weiruo Zhang, Ann N. Leung, Michel Kadoch, Chuong D. Hoang, Joseph B. Shrager, Andrew Quon, Daniel L. Rubin, Sylvia K. Plevritis, Sandy Napel - Scientific Data 2018 被引用: 315
- Intratumoral Spatial Heterogeneity at Perfusion MR Imaging Predicts Recurrence-free Survival in Locally Advanced Breast Cancer Treated with Neoadjuvant Chemotherapy
著者: Jia Wu, Guohong Cao, Xiaoli Sun, Juheon Lee, Daniel L. Rubin, Sandy Napel, Allison W. Kurian, Bruce L. Daniel, Ruijiang Li - Radiology 2018 被引用: 209
- Quantitative imaging of cancer in the postgenomic era: Radio(geno)mics, deep learning, and habitats
著者: Sandy Napel, Wei Mu, Bruna V. Jardim‐Perassi, Hugo J.W.L. Aerts, Robert J. Gillies - Cancer 2018 被引用: 215
- Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches
著者: Mu Zhou, Jacob G. Scott, Baishali Chaudhury, Lawrence Hall, Dmitry B. Goldgof, Kristen W. Yeom, Michael Iv, Yangming Ou, Jayashree Kalpathy–Cramer, Sandy Napel, Robert J. Gillies, Olivier Gevaert, Robert A. Gatenby - American Journal of Neuroradiology 2017 被引用: 423
- The Medical Segmentation Decathlon
著者: Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick Ferdinand Christ, Richard Kinh Gian, Marc J. Gollub, Stephan Heckers, Henkjan Huisman, William R. Jarnagin, Maureen McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon‐Gomez, Eugene Vorontsov, Henkjan Huisman, James Meakin, Sébastien Ourselin, Manuel Wiesenfarth, Pablo Arbeláez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, R. Rezaiifar, Oliver Rippel, Ignacio Sarasúa, 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 - arXiv (Cornell University), CoRR 2021 被引用: 101
- A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasets
著者: Pritam Mukherjee, Mu Zhou, Edward Lee, Anne Schicht, Yoganand Balagurunathan, Sandy Napel, Robert J. Gillies, Simon Wong, Alexander Thieme, Ann N. Leung, Olivier Gevaert - Nature Machine Intelligence, Nat. Mach. Intell. 2020 被引用: 100
- Non–Small Cell Lung Cancer: Identifying Prognostic Imaging Biomarkers by Leveraging Public Gene Expression Microarray Data—Methods and Preliminary Results
著者: Olivier Gevaert, Jiajing Xu, Chuong D. Hoang, Ann N. Leung, Yue Xu, Andrew Quon, Daniel L. Rubin, Sandy Napel, Sylvia K. Plevritis - Radiology 2012 被引用: 411
- Non–Small Cell Lung Cancer Radiogenomics Map Identifies Relationships between Molecular and Imaging Phenotypes with Prognostic Implications
著者: Mu Zhou, Ann N. Leung, Sebastian Echegaray, Andrew J. Gentles, Joseph B. Shrager, Kristin C. Jensen, Gerald J. Berry, Sylvia K. Plevritis, Daniel L. Rubin, Sandy Napel, Olivier Gevaert - Radiology 2017 被引用: 193
- GFPT2 -Expressing Cancer-Associated Fibroblasts Mediate Metabolic Reprogramming in Human Lung Adenocarcinoma
著者: Weiruo Zhang, Gina Bouchard, Alice Yu, Mājid Shafiq, Mehran Jamali, Joseph B. Shrager, Kelsey Ayers, Shaimaa Bakr, Andrew J. Gentles, Maximilian Diehn, Andrew Quon, Robert B. West, Viswam S. Nair, Matt van de Rijn, Sandy Napel, Sylvia K. Plevritis - Cancer Research 2018 被引用: 119
- A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound
著者: Karim Lekadir, Alfiia Galimzianova, Àngels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernández, Petia Radeva, Sandy Napel - IEEE Journal of Biomedical and Health Informatics, IEEE J. Biomed. Health Informatics 2016 被引用: 207
- Stability and reproducibility of computed tomography radiomic features extracted from peritumoral regions of lung cancer lesions
著者: Ilke Tunali, Lawrence Hall, Sandy Napel, Dmitry Cherezov, Albert Güveniş, Robert J. Gillies, Matthew B. Schabath - Medical Physics 2019 被引用: 80
- Content-Based Image Retrieval in Radiology: Current Status and Future Directions
著者: Ceyhun Burak Akgül, Daniel L. Rubin, Sandy Napel, Christopher F. Beaulieu, Hayit Greenspan, Burak Acar - Journal of Digital Imaging, J. Digit. Imaging 2010 被引用: 389
- Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge
著者: Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbeláez, 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 - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2021 被引用: 38
- Glioblastoma Multiforme: Exploratory Radiogenomic Analysis by Using Quantitative Image Features
著者: Olivier Gevaert, Lex A. Mitchell, Achal S. Achrol, Jiajing Xu, Sebastian Echegaray, Gary K. Steinberg, Samuel Cheshier, Sandy Napel, Greg Zaharchuk, Sylvia K. Plevritis - Radiology 2014 被引用: 320
- Heterogeneous Enhancement Patterns of Tumor-adjacent Parenchyma at MR Imaging Are Associated with Dysregulated Signaling Pathways and Poor Survival in Breast Cancer
著者: Jia Wu, Bailiang Li, Xiaoli Sun, Guohong Cao, Daniel L. Rubin, Sandy Napel, Debra M. Ikeda, Allison W. Kurian, Ruijiang Li - Radiology 2017 被引用: 123
- Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities
著者: Haruka Itakura, Achal S. Achrol, Lex A. Mitchell, Joshua Loya, Tiffany Liu, Erick M. Westbroek, Abdullah Feroze, Scott Rodriguez, Sebastian Echegaray, Tej D. Azad, Kristen W. Yeom, Sandy Napel, Daniel L. Rubin, Steven D. Chang, Griffith R. Harsh, Olivier Gevaert - Science Translational Medicine 2015 被引用: 272
- Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank
著者: Irem Cetin, Zahra Raisi‐Estabragh, Steffen E. Petersen, Sandy Napel, Stefan K. Piechnik, Stefan Neubauer, Miguel Á. González Ballester, Óscar Cámara, Karim Lekadir - Frontiers in Cardiovascular Medicine 2020 被引用: 60
- Robust Intratumor Partitioning to Identify High-Risk Subregions in Lung Cancer: A Pilot Study
著者: Jia Wu, Michael F. Gensheimer, Xinzhe Dong, Daniel L. Rubin, Sandy Napel, Maximilian Diehn, Billy W. Loo, Ruijiang Li - International Journal of Radiation Oncology*Biology*Physics 2016 被引用: 92
