Concepedia
Statistics
Publications
9
Citations
276
H-Index
Active since
2016
Affiliations
Northeastern University(Current)
University of Pittsburgh
Georgetown University
University of Chicago
Boston Children's Hospital
Jamshid Sourati is an author at Northeastern University specializing in machine learning, engineering, and data science.
Top concepts
EngineeringData ScienceMachine LearningComputer ScienceArtificial IntelligenceKnowledge DiscoverySupervised LearningData MiningInformation RetrievalStatistics
Publications per year
2016–2023
Accelerating science with human-aware artificial intelligence
Jamshid Sourati, James A. Evans · Nature Human Behaviour · 2023 · 60 citations
Artificial Intelligence, Computational Science, Engineering +7
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning
Jamshid Sourati, Ali Gholipour, Jennifer Dy et al. · IEEE Transactions on Medical Imaging · 2019 · 51 citations · Full text
Towards Robust and Reproducible Active Learning using Neural Networks
Prateek Munjal, Nasir Hayat, Munawar Hayat et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations
Artificial Intelligence, Engineering, Machine Learning +14
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio
Jamshid Sourati, Murat Akçakaya, Deniz Erdoğmuş et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 28 citations
Artificial Intelligence, Engineering, Machine Learning +17
Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation
Jamshid Sourati, Ali Gholipour, Jennifer Dy et al. · Lecture notes in computer science · 2018 · 28 citations · Full text
Scene Analysis, Image Analysis, Machine Learning +10
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