Early Prediction of Sepsis from Clinical Data: the PhysioNet/Computing in Cardiology Challenge 2019. - Matthew A. Reyna; Christopher Josef; Salman Seyedi; Russell Jeter; Supreeth P. Shashikumar; M. Brandon Westover; Ashish Sharma 001; Shamim Nemati; Gari D. Clifford (CinC, 2019)

Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. - Matthew A. Reyna; Erick Andres Perez-Alday; Annie Gu; Chengyu Liu 001; Salman Seyedi; Ali Bahrami Rad; Andoni Elola; Qiao Li 011; Ashish Sharma 001; Gari D. Clifford (CinC, 2020)

Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021. - Matthew A. Reyna; Nadi Sadr; Erick Andres Perez-Alday; Annie Gu; Amit J. Shah; Chad Robichaux; Ali Bahrami Rad; Andoni Elola; Salman Seyedi; Sardar Ansari; Hamid Ghanbari; Qiao Li 011; et al. (CinC, 2021)

An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms. - Salman Seyedi; Li Xiong 001; Shamim Nemati; Gari D. Clifford (CoRR, 2021)

Privacy-Preserving Eye-tracking Using Deep Learning. - Salman Seyedi; Zifan Jiang; Allan I. Levey; Gari D. Clifford (CoRR, 2021)

Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023. - Matthew A. Reyna; Edilberto Amorim; Reza Sameni; James Weigle; Andoni Elola; Ali Bahrami Rad; Salman Seyedi; Hyeokhyen Kwon; Wei-Long Zheng; Mohammad M. Ghassemi; Michel J. A. M. van Putten; Jeannette Hofmeijer; et al. (CinC, 2023)

ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and Analysis. - Matthew A. Reyna; Deepanshi 002; James Weigle; Zuzana Koscova; Kiersten Campbell; Kshama Kodthalu Shivashankara; Soheil Saghafi; Sepideh Nikookar; Mohsen Motie Shirazi; Yashar Kiarashi; Salman Seyedi; Gari D. Clifford; et al. (CoRR, 2024)

Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations. - Xiaofan Mu; Salman Seyedi; Iris Zheng; Zifan Jiang; Liu Chen; Bolaji Omofojoye; Rachel Hershenberg; Allan I. Levey; Gari D. Clifford; Hiroko H. Dodge; Hyeokhyen Kwon (CoRR, 2024)

Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns. - Zifan Jiang; Salman Seyedi; Emily Griner; Ahmed Abbasi; Ali Bahrami Rad; Hyeokhyen Kwon; Robert O. Cotes; Gari D. Clifford (IEEE J. Biomed. Health Informatics, 2024)

Disentangling Visual Exploration Differences in Cognitive Impairment. - Zifan Jiang; Salman Seyedi; Kayci L. Vickers; Cecelia M. Manzanares; James J. Lah; Allan I. Levey; Gari D. Clifford (IEEE Trans. Biomed. Eng., 2024)

Language Models for Online Depression Detection: A Review and Benchmark Analysis on Remote Interviews. - Ruiyang Qin; Kai Yang 007; Ahmed Abbasi; David G. Dobolyi; Salman Seyedi; Emily Griner; Hyeokhyen Kwon; Robert O. Cotes; Zifan Jiang; Gari D. Clifford; Ryan A. Cook (ACM Trans. Manag. Inf. Syst., 2025)