Jamshid Sourati

23 papers A* 1Misc 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Boosting 30-Day Emergency Department Readmission Predictions with BERT-Powered Community Health Worker Notes.
BIOSTEC (4)
Ankita Mishra, Charmi Patel, Naveen Kumar Reddy Veeramreddy, Yiyang Wang, John Mazzeo, Jamshid Sourati, Kelly McCabe, Roselyne Tchoua, Jacob Furst, Daniela Raicu
2026 J jnl
China leads scientific trends; the West launches new ones.
CoRR
Jeffrey W. Lockhart, Jamshid Sourati, Feng Shi, James Evans
2025 — conf
Leveraging Hidden Patterns in Open-Ended Community Health Workers' Notes to Improve Prediction of Patient Readmission.
eScience
Naveen Kumar Reddy Veeramreddy, Ankita Mishra, Navika Maglani, Sameer Shaik, Kelly McCabe, Jacob Furst, Daniela Stan Raicu, Roselyne Tchoua, Jamshid Sourati
2025 J jnl
Measuring and Analyzing Subjective Uncertainty in Scientific Communications.
CoRR
Jamshid Sourati, Grace Shao
2023 J jnl
Accelerating science with human-aware artificial intelligence.
CoRR
Jamshid Sourati, James Evans
2022 J jnl
Complementary artificial intelligence designed to augment human discovery.
CoRR
Jamshid Sourati, James Evans
2022 A* conf
Towards Robust and Reproducible Active Learning using Neural Networks.
CVPR
Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan
2021 J jnl
Accelerating science with human versus alien artificial intelligences.
CoRR
Jamshid Sourati, James Evans
2020 J jnl
Towards Robust and Reproducible Active Learning Using Neural Networks.
CoRR
Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan
2019 J jnl
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning.
IEEE Trans. Medical Imaging
Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Xavier Tomas-Fernandez, Sila Kurugol, Simon K. Warfield
2018 J jnl
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.
IEEE Trans. Pattern Anal. Mach. Intell.
Jamshid Sourati, Murat Akçakaya, Deniz Erdogmus, Todd K. Leen, Jennifer G. Dy
2018 — conf
Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation.
DLMIA/ML-CDS@MICCAI
Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Sila Kurugol, Simon K. Warfield
2017 J jnl
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling.
IEEE Trans. Signal Process.
Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
2017 J jnl
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning.
J. Mach. Learn. Res.
Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
2016 J jnl
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling.
CoRR
Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
2016 — conf
Assessing subsets of analytes in context of detecting laboratory errors.
EMBC
Jamshid Sourati, Steven C. Kazmierczak, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
2016 J jnl
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning.
CoRR
Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
2016 J jnl
Classification Active Learning Based on Mutual Information.
Entropy
Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
2015 — conf
A novel delta check method for detecting laboratory errors.
MLSP
Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen
2015 — conf
Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface.
MLSP
Mohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus
2014 J jnl
Accelerated Learning-Based Interactive Image Segmentation Using Pairwise Constraints.
IEEE Trans. Image Process.
Jamshid Sourati, Deniz Erdogmus, Jennifer G. Dy, Dana H. Brooks
2012 — conf
Constrained spectral clustering for image segmentation.
MLSP
Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Deniz Erdogmus
2012 Misc conf
Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin.
ICASSP
Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Esra Ataer Cansizoglu, Deniz Erdogmus, Milind Rajadhyaksha