Md. Saiful Islam

25 papers A* 1Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Video Foundation Models for Remote Parkinson's Disease Screening.
CoRR
Md. Saiful Islam, Ekram Hossain, Abdelrahman Abdelkader, T. M. Tariq Adnan, Fazla Rabbi Mashrur, Sooyong Park, Praveen Kumar, Qasim Sudais, Natalia Chunga, Nami Shah, Jan Freyberg, Christopher Kanan, Ruth B. Schneider, Mohammed E. Hoque
2026 J jnl
PULSAR: Graph-Based Positive Unlabeled Learning with Multi-Stream Adaptive Convolutions for Parkinson's Disease Recognition.
ACM Trans. Comput. Heal.
Md. Zarif Ul Alam, Asif Azad, Md. Saiful Islam, Mohammed E. Hoque, Mohammad Saifur Rahman
2025 A* conf
Accessible, At-Home Detection of Parkinson's Disease via Multi-Task Video Analysis.
AAAI
Md. Saiful Islam, T. M. Tariq Adnan, Jan Freyberg, Sangwu Lee, Abdelrahman Abdelkader, Meghan Pawlik, Cathe Schwartz, Karen Jaffe, Ruth B. Schneider, Earl Ray Dorsey, Ehsan Hoque
2025 — conf
Beyond Accuracy: Enhancing Parkinson's Diagnosis with Uncertainty Quantification of Machine Learning Models.
AIiH (1)
Asif Azad, Md. Saiful Islam, Mohammed E. Hoque, M. Saifur Rahman
2024 J jnl
A Novel Fusion Architecture for PD Detection Using Semi-Supervised Speech Embeddings.
CoRR
T. M. Tariq Adnan, Abdelrahman Abdelkader, Zipei Liu, Ekram Hossain, Sooyong Park, Md. Saiful Islam, Ehsan Hoque
2024 J jnl
Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis.
CoRR
Md. Saiful Islam, T. M. Tariq Adnan, Jan Freyberg, Sangwu Lee, Abdelrahman Abdelkader, Meghan Pawlik, Cathe Schwartz, Karen Jaffe, Ruth B. Schneider, Earl Ray Dorsey, Ehsan Hoque
2023 J jnl
A User-Centered Framework to Empower People with Parkinson's Disease.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Wasifur Rahman, Abdelrahman Abdelkader, Sangwu Lee, Phillip T. Yang, Md. Saiful Islam, T. M. Tariq Adnan, Masum Hasan, Ellen Wagner, Sooyong Park, Earl Ray Dorsey, Catherine Schwartz, Karen Jaffe, Mohammed E. Hoque
2023 J jnl
Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision from Gait Task Videos.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Wasifur Rahman, Masum Hasan, Md. Saiful Islam, Titilayo Olubajo, Jeet Thaker, Abdelrahman Abdelkader, Phillip T. Yang, Henry Paulson, Gulin Oz, Alexandra Dürr, Thomas Klockgether, Tetsuo Ashizawa, Readisca Investigators, Ehsan Hoque
2023 — conf
PARK: Parkinson's Analysis with Remote Kinetic-tasks.
ACIIW
Md. Saiful Islam, Sangwu Lee, Abdelrahman Abdelkader, Sooyong Park, Ehsan Hoque
2023 J jnl
PARK: Parkinson's Analysis with Remote Kinetic-tasks.
CoRR
Md. Saiful Islam, Sangwu Lee, Abdelrahman Abdelkader, Sooyong Park, Ehsan Hoque
2023 J jnl
PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition.
CoRR
Md. Zarif Ul Alam, Md. Saiful Islam, Ehsan Hoque, M. Saifur Rahman
2023 J jnl
TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models.
CoRR
Md. Kamrul Hasan, Md. Saiful Islam, Sangwu Lee, Wasifur Rahman, Iftekhar Naim, Mohammed Ibrahim Khan, Ehsan Hoque
2023 J jnl
Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework.
CoRR
T. M. Tariq Adnan, Md. Saiful Islam, Wasifur Rahman, Sangwu Lee, Sutapa Dey Tithi, Kazi Noshin, Imran Sarker, Mohammad Saifur Rahman, Ehsan Hoque
2023 J jnl
Using AI to Measure Parkinson's Disease Severity at Home.
CoRR
Md. Saiful Islam, Wasifur Rahman, Abdelrahman Abdelkader, Phillip T. Yang, Sangwu Lee, Jamie L. Adams, Ruth B. Schneider, Earl Ray Dorsey, Ehsan Hoque
2023 J jnl
Using AI to measure Parkinson's disease severity at home.
npj Digit. Medicine
Md. Saiful Islam, Wasifur Rahman, Abdelrahman Abdelkader, Sangwu Lee, Phillip T. Yang, Jennifer Lynn Purks, Jamie L. Adams, Ruth B. Schneider, Earl Ray Dorsey, Mohammed E. Hoque
2022 J jnl
Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos.
CoRR
Wasifur Rahman, Masum Hasan, Md. Saiful Islam, Titilayo Olubajo, Jeet Thaker, Abdelrahman Abdelkader, Phillip T. Yang, Tetsuo Ashizawa, Ehsan Hoque
2022 J jnl
BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Hasan Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali
2022 J jnl
Keyword aware influential community search in large attributed graphs.
Inf. Syst.
Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana Murtaza Choudhury, Shamik Roy
2022 J jnl
NADBenchmarks - a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters.
CoRR
Adiba Mahbub Proma, Md. Saiful Islam, Stela Ciko, Raiyan Abdul Baten, Ehsan Hoque
2022 J jnl
SEER: Sustainable E-commerce with Environmental-impact Rating.
CoRR
Md. Saiful Islam, Adiba Mahbub, Caleb Wohn, Karen Berger, Serena Uong, Varun Kumar, Katrina Smith Korfmacher, Ehsan Hoque
2022 J jnl
UACD: A Local Approach for Identifying the Most Influential Spreaders in Twitter in a Distributed Environment.
Soc. Netw. Anal. Min.
T. M. Tariq Adnan, Md. Saiful Islam, Tarikul Islam Papon, Shourav Nath, Muhammad Abdullah Adnan
2021 — conf
Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video.
EMNLP (1)
Md. Kamrul Hasan, James Spann, Masum Hasan, Md. Saiful Islam, Kurtis Haut, Rada Mihalcea, Ehsan Hoque
2020 J jnl
BayesBeat: A Bayesian Deep Learning Approach for Atrial Fibrillation Detection from Noisy Photoplethysmography Data.
CoRR
Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali
2020 J jnl
Detecting Parkinson's Disease from Speech-task in an accessible and interpretable manner.
CoRR
Wasifur Rahman, Sangwu Lee, Md. Saiful Islam, Abdullah Al Mamun, Victor Antony, Harshil Ratnu, Mohammad Rafayet Ali, Ehsan Hoque
2019 J jnl
Keyword Aware Influential Community Search in Large Attributed Graphs.
CoRR
Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana Murtaza Choudhury