Shovito Barua Soumma

PhD student, Biomedical Informatics (College of Health Solutions), Arizona State University

Joined

May 2024

Names

Shovito Barua Soumma (Preferred)

Emails

****@asu.edu (Confirmed)

****@gmail.com

****@asu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Biomedical Informatics (College of Health Solutions), Arizona State University (asu.edu)

2023 – 2028

Undergrad student

Computer Science & Engineering, Bangladesh University of Engineering and Technology (buet.ac.bd)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Hassan Ghasemzadeh

2023 – Present

Coworker

Abdullah Mamun

2023 – Present

Coworker

Asiful Arefeen

2023 – Present

Expertise

deep learning

wearable sensor

self-supervised learning

Present

digital health

human behavior modeling

parkinson

Present

Publications

AI-Powered Wearable Sensors for Health Monitoring and Clinical Decision Making
Shovito Barua Soumma, Abdullah Mamun, Hassan Ghasemzadeh
- Preprints.org
- Readers: Everyone
Trustworthy AI in Digital Health: A Comprehensive Review of Robustness and Explainability
Abdullah Mamun, Shovito Barua Soumma, Hassan Ghasemzadeh
- Preprints.org
- Readers: Everyone
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
Shovito Barua Soumma, S M Raihanul Alam, Rudmila Rahman, Umme Niraj Mahi, Abdullah Mamun, Sayyed Mostafa Mostafavi, Hassan Ghasemzadeh
- The 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 14–17, 2025, Copenhagen, Denmark
- Readers: Everyone
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals
Sanyam Paresh Shah, Abdullah Mamun, Shovito Barua Soumma, Hassan Ghasemzadeh
- The 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 14–17, 2025, Copenhagen, Denmark.
- Readers: Everyone
Time-Aware Cross-Attention for Multi-Modal Sensor-Based Blood Glucose Forecasting
Aashritha Machiraju, Ebrahim Farahmand, Shovito Barua Soumma, Asiful Arefeen, Carol Johnston, Hassan Ghasemzadeh
- BSN 2025
- Readers: Everyone
SenseCF: LLM-Prompted Counterfactuals for Intervention and Sensor Data Augmentation
Shovito Barua Soumma, Asiful Arefeen, Stephanie M. Carpenter, Melanie Hingle, Hassan Ghasemzadeh
- BSN 2025
- Readers: Everyone
Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract)
Shovito Barua Soumma, Abdullah Mamun, Hassan Ghasemzadeh
- The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)
- Readers: Everyone

Shovito Barua Soumma

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

AI-Powered Wearable Sensors for Health Monitoring and Clinical Decision Making

Trustworthy AI in Digital Health: A Comprehensive Review of Robustness and Explainability

Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors

Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals

Time-Aware Cross-Attention for Multi-Modal Sensor-Based Blood Glucose Forecasting

SenseCF: LLM-Prompted Counterfactuals for Intervention and Sensor Data Augmentation

Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract)

Co-Authors