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Ronald M. Summers

1986–2026 年に発表

532
論文数
43,273
被引用数
89
h 指数
316
i10 指数

被引用数

Ronald M. Summers の年別被引用数1963 年: 被引用 4 件1971 年: 被引用 1 件1976 年: 被引用 1 件1981 年: 被引用 4 件1988 年: 被引用 1 件1989 年: 被引用 6 件1990 年: 被引用 2 件1991 年: 被引用 4 件1992 年: 被引用 1 件1993 年: 被引用 1 件1994 年: 被引用 2 件1995 年: 被引用 5 件1996 年: 被引用 1 件1997 年: 被引用 4 件1998 年: 被引用 10 件1999 年: 被引用 8 件2000 年: 被引用 13 件2001 年: 被引用 30 件2002 年: 被引用 41 件2003 年: 被引用 43 件2004 年: 被引用 84 件2005 年: 被引用 70 件2006 年: 被引用 96 件2007 年: 被引用 134 件2008 年: 被引用 137 件2009 年: 被引用 117 件2010 年: 被引用 158 件2011 年: 被引用 128 件2012 年: 被引用 174 件2013 年: 被引用 184 件2014 年: 被引用 200 件2015 年: 被引用 262 件2016 年: 被引用 485 件2017 年: 被引用 850 件2018 年: 被引用 1,231 件2019 年: 被引用 2,194 件2020 年: 被引用 2,728 件2021 年: 被引用 3,290 件2022 年: 被引用 2,991 件2023 年: 被引用 2,929 件2024 年: 被引用 3,544 件2025 年: 被引用 2,672 件2026 年: 被引用 589 件2027 年: 被引用 3 件1964〜1970 年は被引用が無いため表示していません1972〜1975 年は被引用が無いため表示していません1977〜1980 年は被引用が無いため表示していません1982〜1987 年は被引用が無いため表示していません

引用元

国・地域

この著者を引用した国・地域の世界地図アメリカ合衆国: 引用元論文 5,591 件、この内訳の 19.4%中国: 引用元論文 5,110 件、この内訳の 17.8%イギリス: 引用元論文 1,608 件、この内訳の 5.6%インド: 引用元論文 1,528 件、この内訳の 5.3%ドイツ: 引用元論文 1,314 件、この内訳の 4.6%カナダ: 引用元論文 945 件、この内訳の 3.3%オーストラリア: 引用元論文 828 件、この内訳の 2.9%韓国: 引用元論文 761 件、この内訳の 2.6%イタリア: 引用元論文 671 件、この内訳の 2.3%フランス: 引用元論文 662 件、この内訳の 2.3%日本: 引用元論文 642 件、この内訳の 2.2%オランダ: 引用元論文 608 件、この内訳の 2.1%
0%19.4%その他 29.6%

機関

分野

  • Medicine44%
  • Computer Science36.5%
  • Engineering7.9%
  • Neuroscience2.9%
  • Biochemistry, Genetics and Molecular Biology2.4%
  • Physics and Astronomy1.1%
  • その他5.2%

トピック

  • Radiomics and Machine Learning in Medical Imaging8.7%
  • AI in cancer detection8.2%
  • COVID-19 diagnosis using AI7%
  • Advanced Neural Network Applications4.1%
  • Medical Image Segmentation Techniques3.7%
  • Artificial Intelligence in Healthcare and Education3%
  • その他65.3%

共著者

全論文

検索で開く
  1. ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

    著者: Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 被引用: 3,333

  2. The Future of Digital Health with Federated Learning

    著者: Nicola Rieke, Jonny Hancox, Wenqi Li, Fausto Milletarì, Holger R. Roth, Shadi Albarqouni, Spyridon Bakas, Mathieu N. Galtier, Bennett A. Landman, Klaus H. Maier-Hein, Sébastien Ourselin, Micah J. Sheller, Ronald M. Summers, Andrew Trask, Daguang Xu, Maximilian Baust, M. Jorge Cardoso - npj Digital Medicine, npj Digit. Medicine 2020 被引用: 2,532

  3. 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

  4. Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

    著者: Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2016 被引用: 5,798

  5. A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

    著者: S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers - IEEE, Proc. IEEE 2021 被引用: 996

  6. 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

  7. Preparing Medical Imaging Data for Machine Learning

    著者: Martin J. Willemink, Wojciech A. Koszek, Cailin Hardell, Jie Wu, Dominik Fleischmann, Hugh Harvey, Les Folio, Ronald M. Summers, Daniel L. Rubin, Matthew P. Lungren - Radiology 2020 被引用: 976

  8. Metrics reloaded: recommendations for image analysis validation

    著者: Lena Maier‐Hein, Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, A. Emre Kavur, Carole H. Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, M. Jorge Cardoso, Veronika Cheplygina, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrián Galdrán, Bram van Ginneken, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Annette Kopp‐Schneider, Anna Kreshuk, Tahsin Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier‐Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Sáez-Rodríguez, Clara I. Sá‎nchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger - Nature Methods 2024 被引用: 398

  9. Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks

    著者: Veit Sandfort, Ke Yan, Perry J. Pickhardt, Ronald M. Summers - Scientific Reports 2019 被引用: 683

  10. DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

    著者: Ke Yan, Xiaosong Wang, Le Lü, Ronald M. Summers - Journal of Medical Imaging 2018 被引用: 565

  11. Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

    著者: Hayit Greenspan, Bram van Ginneken, Ronald M. Summers - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2016 被引用: 1,719

  12. On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities

    著者: Mauricio Reyes, Raphael Meier, Sérgio Pereira, Carlos A. Silva, Fried-Michael Dahlweid, Hendrik von Tengg‐Kobligk, Ronald M. Summers, Roland Wiest - Radiology Artificial Intelligence 2020 被引用: 467

  13. Understanding metric-related pitfalls in image analysis validation

    著者: Annika Reinke, Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ali Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Keyvan Farahani, Luciana Ferrer, Adrián Galdrán, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp‐Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier‐Hein, Anne L. Martel, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Sáez-Rodríguez, Clara I. Sá‎nchez, Shravya Shetty, Ronald M. Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Ziv Yaniv, Paul F. Jäger, Lena Maier‐Hein - Nature Methods 2024 被引用: 175

  14. Deep learning in medical imaging and radiation therapy

    著者: Berkman Sahiner, Aria Pezeshk, Lubomir M. Hadjiiski, Xiaosong Wang, Karen Drukker, Kenny H. Cha, Ronald M. Summers, Maryellen L. Giger - Medical Physics 2018 被引用: 745

  15. DeepPap: Deep Convolutional Networks for Cervical Cell Classification

    著者: Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao - IEEE Journal of Biomedical and Health Informatics, IEEE J. Biomed. Health Informatics 2017 被引用: 413

  16. Feasibility of Using the Privacy-preserving Large Language Model Vicuna for Labeling Radiology Reports

    著者: Pritam Mukherjee, Benjamin Hou, Ricardo Bigolin Lanfredi, Ronald M. Summers - Radiology 2023 被引用: 108

  17. Machine learning and radiology

    著者: Shijun Wang, Ronald M. Summers - Medical Image Analysis, Medical Image Anal. 2012 被引用: 687

  18. ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

    著者: Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers - Advances in computer vision and pattern recognition, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019 被引用: 375

  19. Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

    著者: Stephanie A. Harmon, Thomas Sanford, Sheng Xu, Evrim Türkbey, Holger R. Roth, Ziyue Xu, Dong Yang, Andriy Myronenko, Victoria Anderson, Amel Amalou, Maxime Blain, Michael Kassin, Dilara J. Long, Nicole Varble, Stephanie M. Walker, Ulaş Bağcı, Anna Maria Ierardi, Elvira Stellato, Guido Giovanni Plensich, Giuseppe Franceschelli, Cristiano Girlando, Giovanni Irmici, Dominic LaBella, Dima A. Hammoud, Ashkan A. Malayeri, Elizabeth C. Jones, Ronald M. Summers, Peter L. Choyke, Daguang Xu, Mona G. Flores, Kaku Tamura, Hirofumi Obinata, Hitoshi Mori, Francesca Patella, Maurizio Cariati, Gianpaolo Carrafiello, Peng An, Bradford J. Wood, Barış Türkbey - Nature Communications 2020 被引用: 600

  20. Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

    著者: Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 被引用: 356

  21. Opportunistic Osteoporosis Screening at Routine Abdominal and Thoracic CT: Normative L1 Trabecular Attenuation Values in More than 20 000 Adults

    著者: Samuel Jang, Peter M. Graffy, Timothy J. Ziemlewicz, Scott Lee, Ronald M. Summers, Perry J. Pickhardt - Radiology 2019 被引用: 332

  22. Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering

    著者: Xinyue Hu, Lin Gu, Qiyuan An, Mengliang Zhang, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M. Summers, Yingying Zhu - SIGKDD Conference on Knowledge Discovery and Data Mining 2023 被引用: 45

  23. Automated abnormality classification of chest radiographs using deep convolutional neural networks

    著者: Yuxing Tang, Youbao Tang, Yifan Peng, Ke Yan, Mohammadhadi Bagheri, Bernadette A. Redd, Catherine J. Brandon, Zhiyong Lu, Mei Han, Jing Xiao, Ronald M. Summers - npj Digital Medicine, npj Digit. Medicine 2020 被引用: 253

  24. Metrics reloaded: Pitfalls and recommendations for image analysis validation

    著者: Lena Maier‐Hein, Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Ali Emre Kavur, Carole H. Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, M. Jorge Cardoso, Veronika Cheplygina, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrián Galdrán, Bram van Ginneken, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Florian Kofler, Annette Kopp‐Schneider, Anna Kreshuk, Tahsin Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier‐Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Sáez-Rodríguez, Clara I. Sá‎nchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger - arXiv (Cornell University), CoRR 2022 被引用: 85