John V. Guttag
1975–2026 年に発表
- 194
- 論文数
- 19,134
- 被引用数
- 58
- h 指数
- 130
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science60.9%
- Engineering13.1%
- Medicine11.5%
- Neuroscience5.1%
- Social Sciences2.9%
- Psychology1.3%
- その他5.2%
トピック
- Logic, programming, and type systems4.4%
- Medical Image Segmentation Techniques3.6%
- Formal Methods in Verification3.5%
- Advanced Software Engineering Methodologies2.2%
- Advanced Neural Network Applications2.1%
- Non-Invasive Vital Sign Monitoring2.1%
- その他82.1%
共著者
- Adrian V. Dalca30
- James J. Horning19
- Guha Balakrishnan15
- Stephen J. Garland13
- Divya Shanmugam12
- Frédo Durand11
- Harini Suresh11
- Zeeshan Syed11
- Jose Javier Gonzalez Ortiz10
- Amy Zhao9
- Mert R. Sabuncu9
- Collin M. Stultz8
- Eugene Shih8
- Andrew Hoopes7
- Daryush D. Mehta7
- Jen J. Gong7
- Marianne Rakic7
- Robert E. Hillman7
- David Wetherall6
- Davis W. Blalock6
- Godfrey Tan6
- Jarrad H. Van Stan6
- Jenna Wiens6
- Marzyeh Ghassemi6
全論文
- VoxelMorph: A Learning Framework for Deformable Medical Image Registration
著者: Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John V. Guttag, Adrian V. Dalca - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2019 被引用: 2,022
- A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle
著者: Harini Suresh, John V. Guttag - 2021 被引用: 452
- Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces
著者: Adrian V. Dalca, Guha Balakrishnan, John V. Guttag, Mert R. Sabuncu - Medical Image Analysis, Medical Image Anal. 2019 被引用: 454
- Do as AI say: susceptibility in deployment of clinical decision-aids
著者: Susanne Gaube, Harini Suresh, Martina Raue, Alexander Merritt, Seth J. Berkowitz, Eva Lermer, Joseph F. Coughlin, John V. Guttag, Errol Colak, Marzyeh Ghassemi - npj Digital Medicine, npj Digit. Medicine 2021 被引用: 447
- An Unsupervised Learning Model for Deformable Medical Image Registration
著者: Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John V. Guttag, Adrian V. Dalca - IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018 被引用: 685
- Eulerian video magnification for revealing subtle changes in the world
著者: Hao-Yu Wu, Michael Rubinstein, Eugene Shih, John V. Guttag, Frédo Durand, William T. Freeman - ACM Transactions on Graphics, ACM Trans. Graph. 2012 被引用: 1,273
- Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration
著者: Adrian V. Dalca, Guha Balakrishnan, John V. Guttag, Mert R. Sabuncu - Lecture notes in computer science, MICCAI (1) 2018 被引用: 372
- A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle
著者: Harini Suresh, John V. Guttag - Equity and Access in Algorithms, EAAMO 2021 被引用: 124
- A Framework for Understanding Unintended Consequences of Machine Learning
著者: Harini Suresh, John V. Guttag - CoRR 2019 被引用: 234
- Sprintz: Time Series Compression for the Internet of Things
著者: Davis Blalock, Samuel Madden, John V. Guttag - on Interactive Mobile Wearable and Ubiquitous Technologies, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2018 被引用: 124
- Detecting Pulse from Head Motions in Video
著者: Guha Balakrishnan, Frédo Durand, John V. Guttag - IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2013 被引用: 561
- What is the State of Neural Network Pruning?
著者: Davis W. Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John V. Guttag - MLSys 2020 被引用: 193
- A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System
著者: Naveen Verma, Ali H. Shoeb, Jose L. Bohorquez, Joel L. Dawson, John V. Guttag, Anantha P. Chandrakasan - IEEE Journal of Solid-State Circuits, IEEE J. Solid State Circuits 2010 被引用: 522
- UniverSeg: Universal Medical Image Segmentation
著者: Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma, Mert R. Sabuncu, John V. Guttag, Adrian V. Dalca - IEEE/CVF International Conference on Computer Vision (ICCV) 2023 被引用: 159
- Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation
著者: Adrian V. Dalca, John V. Guttag, Mert R. Sabuncu - IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018 被引用: 108
- ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image
著者: Hallee E. Wong, Marianne Rakic, John V. Guttag, Adrian V. Dalca - Lecture notes in computer science, ECCV (40) 2024 被引用: 37
- Cutting the electric bill for internet-scale systems
著者: Asfandyar Qureshi, Rick Weber, Hari Balakrishnan, John V. Guttag, Bruce M. Maggs - ACM SIGCOMM Computer Communication Review 2009 被引用: 834
- Learning Conditional Deformable Templates with Convolutional Networks
著者: Adrian V. Dalca, Marianne Rakic, John V. Guttag, Mert R. Sabuncu - NeurIPS 2019 被引用: 138
- A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions
著者: Jenna Wiens, John V. Guttag, Eric Horvitz - Journal of the American Medical Informatics Association, J. Am. Medical Informatics Assoc. 2014 被引用: 132
- Application of Machine Learning To Epileptic Seizure Detection
著者: Ali H. Shoeb, John V. Guttag - http://www.icml2010.org/papers/493.pdf 2010 被引用: 648
- Kaleidoscope: Semantically-grounded, context-specific ML model evaluation
著者: Harini Suresh, Divya Shanmugam, Tiffany L. Chen, Annie G. Bryan, Alexander D'Amour, John V. Guttag, Arvind Satyanarayan - CHI Conference on Human Factors in Computing Systems 2023 被引用: 13
- When and Why Test-Time Augmentation Works
著者: Divya Shanmugam, Davis W. Blalock, Guha Balakrishnan, John V. Guttag - arXiv (Cornell University), CoRR 2020 被引用: 45
- Coarse race data conceals disparities in clinical risk score performance
著者: Rajiv Movva, Divya Shanmugam, Kaihua Hou, Priya Pathak, John V. Guttag, Nikhil Garg, Emma Pierson - MLHC 2023 被引用: 11
- VoxelPrompt: A Vision-Language Agent for Grounded Medical Image Analysis
著者: Andrew Hoopes, Dey, Neel, Victor Ion Butoi, John V. Guttag, Adrian V. Dalca - arXiv (Cornell University), CoRR 2024 被引用: 9
