Simulating closed-loop transcranial brain stimulation for reinforcement learning-based treatment discovery
2026
Research Square preprint
Preprint; simulation study.
Papers
Publications
A concise chronological list. Google Scholar remains the source for the complete and most current publication record.
Comparing Deterministic and Stochastic Reinforcement Learning for Glucose Regulation in Type 1 Diabetes
2025
MEDINFO 2025 — Studies in Health Technology and Informatics
In-silico evaluation.
G2P2C — A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes
2024
Biomedical Signal Processing and Control, 90, 105839
In-silico validation.
A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation
2022
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
In-silico validation.
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes
2022
AI 2022: Advances in Artificial Intelligence, Lecture Notes in Computer Science
In-silico evaluation.
A Machine Learning Approach to Predict Diabetes Using Short Recorded Photoplethysmography and Physiological Characteristics
2019
17th Conference on Artificial Intelligence in Medicine
A Wearable System to Analyze the Human Arm for Predicting Injuries Due to Throwing
2019
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Identifying the Optimum Region of the Human Sole to Extract the PPG Signal for Pulse Rate Estimation
2017
9th International Conference on Signal Processing Systems