Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin. - Jamshid Sourati; Dana H. Brooks; Jennifer G. Dy; Esra Ataer Cansizoglu; Deniz Erdogmus; Milind Rajadhyaksha (ICASSP, 2012)

Constrained spectral clustering for image segmentation. - Jamshid Sourati; Dana H. Brooks; Jennifer G. Dy; Deniz Erdogmus (MLSP, 2012)

Accelerated Learning-Based Interactive Image Segmentation Using Pairwise Constraints. - Jamshid Sourati; Deniz Erdogmus; Jennifer G. Dy; Dana H. Brooks (IEEE Trans. Image Process., 2014)

Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface. - Mohammad Moghadamfalahi; Jamshid Sourati; Murat Akçakaya; Hooman Nezamfar; Marzieh Haghighi; Deniz Erdogmus (MLSP, 2015)

A novel delta check method for detecting laboratory errors. - Jamshid Sourati; Deniz Erdogmus; Murat Akçakaya; Steven C. Kazmierczak; Todd K. Leen (MLSP, 2015)

Assessing subsets of analytes in context of detecting laboratory errors. - Jamshid Sourati; Steven C. Kazmierczak; Murat Akçakaya; Jennifer G. Dy; Todd K. Leen; Deniz Erdogmus (EMBC, 2016)

Classification Active Learning Based on Mutual Information. - Jamshid Sourati; Murat Akçakaya; Jennifer G. Dy; Todd K. Leen; Deniz Erdogmus (Entropy, 2016)

Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning. - Jamshid Sourati; Murat Akçakaya; Todd K. Leen; Deniz Erdogmus; Jennifer G. Dy (J. Mach. Learn. Res., 2017)

An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. - Mohammad Moghadamfalahi; Murat Akçakaya; Hooman Nezamfar; Jamshid Sourati; Deniz Erdogmus (IEEE Trans. Signal Process., 2017)

Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation. - Jamshid Sourati; Ali Gholipour; Jennifer G. Dy; Sila Kurugol; Simon K. Warfield (DLMIA/ML-CDS@MICCAI, 2018)

A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio. - Jamshid Sourati; Murat Akçakaya; Deniz Erdogmus; Todd K. Leen; Jennifer G. Dy (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. - Jamshid Sourati; Ali Gholipour; Jennifer G. Dy; Xavier Tomas-Fernandez; Sila Kurugol; Simon K. Warfield (IEEE Trans. Medical Imaging, 2019)

Accelerating science with human versus alien artificial intelligences. - Jamshid Sourati; James Evans (CoRR, 2021)

Towards Robust and Reproducible Active Learning using Neural Networks. - Prateek Munjal; Nasir Hayat; Munawar Hayat; Jamshid Sourati; Shadab Khan (CVPR, 2022)

Complementary artificial intelligence designed to augment human discovery. - Jamshid Sourati; James Evans (CoRR, 2022)

Accelerating science with human-aware artificial intelligence. - Jamshid Sourati; James Evans (CoRR, 2023)

Leveraging Hidden Patterns in Open-Ended Community Health Workers' Notes to Improve Prediction of Patient Readmission. - Naveen Kumar Reddy Veeramreddy; Ankita Mishra; Navika Maglani; Sameer Shaik; Kelly McCabe; Jacob Furst 001; Daniela Stan Raicu; Roselyne Tchoua; Jamshid Sourati (eScience, 2025)

Measuring and Analyzing Subjective Uncertainty in Scientific Communications. - Jamshid Sourati; Grace Shao (CoRR, 2025)