Md. Saiful Islam

According to our database, Md. Saiful Islam authored at least 21 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Beyond Accuracy: Enhancing Parkinson's Diagnosis with Uncertainty Quantification of Machine Learning Models.

Asif Azad, Md. Saiful Islam, Mohammed E. Hoque, M. Saifur Rahman

Proceedings of the Artificial Intelligence in Healthcare - Second International Conference, 2025

Accessible, At-Home Detection of Parkinson's Disease via Multi-Task Video Analysis.

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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A Novel Fusion Architecture for PD Detection Using Semi-Supervised Speech Embeddings.

T. M. Tariq Adnan, Abdelrahman Abdelkader, Zipei Liu, Ekram Hossain, Sooyong Park, Md. Saiful Islam, Ehsan Hoque

CoRR, 2024

2023

A User-Centered Framework to Empower People with Parkinson's Disease.

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

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision from Gait Task Videos.

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

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

Using AI to measure Parkinson's disease severity at home.

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

npj Digit. Medicine, 2023

PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition.

Md. Zarif Ul Alam, Md. Saiful Islam, Ehsan Hoque, M. Saifur Rahman

CoRR, 2023

Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework.

T. M. Tariq Adnan, Md. Saiful Islam, Wasifur Rahman, Sangwu Lee, Sutapa Dey Tithi, Kazi Noshin, Imran Sarker, Mohammad Saifur Rahman, Ehsan Hoque

CoRR, 2023

Using AI to Measure Parkinson's Disease Severity at Home.

Md. Saiful Islam, Wasifur Rahman, Abdelrahman Abdelkader, Phillip T. Yang, Sangwu Lee, Jamie L. Adams, Ruth B. Schneider, Earl Ray Dorsey, Ehsan Hoque

CoRR, 2023

TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models.

Md. Kamrul Hasan, Md. Saiful Islam, Sangwu Lee, Wasifur Rahman, Iftekhar Naim, Mohammed Ibrahim Khan, Ehsan Hoque

CoRR, 2023

PARK: Parkinson's Analysis with Remote Kinetic-tasks.

Md. Saiful Islam, Sangwu Lee, Abdelrahman Abdelkader, Sooyong Park, Ehsan Hoque

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022

UACD: A Local Approach for Identifying the Most Influential Spreaders in Twitter in a Distributed Environment.

T. M. Tariq Adnan, Md. Saiful Islam, Tarikul Islam Papon, Shourav Nath, Muhammad Abdullah Adnan

Soc. Netw. Anal. Min., 2022

Keyword aware influential community search in large attributed graphs.

Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana Murtaza Choudhury, Shamik Roy

Inf. Syst., 2022

BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data.

Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Hasan Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

NADBenchmarks - a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters.

Adiba Mahbub Proma, Md. Saiful Islam, Stela Ciko, Raiyan Abdul Baten, Ehsan Hoque

CoRR, 2022

SEER: Sustainable E-commerce with Environmental-impact Rating.

Md. Saiful Islam, Adiba Mahbub, Caleb Wohn, Karen Berger, Serena Uong, Varun Kumar, Katrina Smith Korfmacher, Ehsan Hoque

CoRR, 2022

Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos.

Wasifur Rahman, Masum Hasan, Md. Saiful Islam, Titilayo Olubajo, Jeet Thaker, Abdelrahman Abdelkader, Phillip T. Yang, Tetsuo Ashizawa, Ehsan Hoque

CoRR, 2022

2021

Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video.

Md. Kamrul Hasan, James Spann, Masum Hasan, Md. Saiful Islam, Kurtis Haut, Rada Mihalcea, Ehsan Hoque

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

BayesBeat: A Bayesian Deep Learning Approach for Atrial Fibrillation Detection from Noisy Photoplethysmography Data.

Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali

CoRR, 2020

Detecting Parkinson's Disease from Speech-task in an accessible and interpretable manner.

Wasifur Rahman, Sangwu Lee, Md. Saiful Islam, Abdullah Al Mamun, Victor Antony, Harshil Ratnu, Mohammad Rafayet Ali, Ehsan Hoque

CoRR, 2020

2019

Keyword Aware Influential Community Search in Large Attributed Graphs.

Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana Murtaza Choudhury

CoRR, 2019