Freshly Baked in 2026
Freshly Baked in 2026
[Q1, top 10%] Priyadarshana YHPP, Liang Z, Piumarta I. (2026) DoRA: Dual-encoder demonstration Retriever Architecture to Transfer Large Language Models for Depressive Symptom Detection. ACM Transactions on Computing for Healthcare, 7(1), Article No.10, p.1-21. SCI Scopus 【First author is PhD student】
[Q1] Liang Z, Chapa-Martell MA. (2026) Visualizing Temporal Patterns in Sleep Tracker Accuracy: A Novel Approach to Validating Consumer Sleep Technologies. Sleep Medicine 138(Supp.): 108640.
[Q1] Liang Z. (2026) Improving Sleep Stage Classification from Consumer Wearables Using a Two-Level Machine Learning Framework with Selective Correction. Sleep Medicine 138(Supp.): 108599.
[Q1] Liang Z. (2026) Unpacking the Discrepancy Between Subjective and Wearable-Measured Sleep: A Neurophysiological Perspective Using fNIRS. Sleep Medicine 138(Supp.): 108540.
[Q1] Liang Z. (2026) Bedtime Stress and Prefrontal Cortex Hemodynamics During Sleep: A Pilot Study Using Wearable fNIRS and Salivary Biomarkers. Sleep Medicine 138(Supp.): 108304.
[Q1] Hoang N, Liang Z. (2026) Interpretable Machine Learning Using Questionnaire Data: A Scalable Approach for Sleep Apnea Screening. Sleep Medicine 138(Supp.): 108099.
[Q1] Liang Z, Hoang N, Karunarathna T. (2026) Uncovering Sleep-Linked Glucose Dynamics in Healthy Individuals Using Wearable Data. Sleep Medicine 138(Supp.): 108538.
[Q1] Hoang N, Villeneuve J, Morrison H, Tu A, Karunarathna T, Hwang D, Chen S, Khotchasing K, Liang Z, Melcer E. (2026) Delivering Sleep Hygiene Interventions through Smartwatch-based Serious Sleep Games. Sleep Medicine 138(Supp.): 108585.
Karlsson CD, Liang Z. Investigating the Impact of Paralinguistic Configuration of Background Human Speech on Attention: Protocol for a Within-Subject Study. JMIR Preprints. 03/03/2026:93525. DOI: 10.2196/preprints.93525.
Liang Z, Hoang NH, Melcer E, and Hwang D. (2026) Unlocking Collaborative Creativity: Co-Design Smartwatch-Based Serious Games for Sleep Hygiene Intervention. In Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2026), Marbella, Spain. Scopus 【Full paper acceptance rate = 25%】
Liang Z, Hoang NH, Karunarathna TS. (2026) Biochemical Self-Tracking as Personal Informatics: Sensemaking and Actionability of At-Home Micronutrient Tests. In Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2026), Marbella, Spain. Scopus
Hoang NH, Liang Z. (2026) Decision Threshold Optimization in Machine Learning Models for Questionnaire-Based OSA Screening. In Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2026), Marbella, Spain. Scopus 【Full paper acceptance rate = 25%】
Karunarathna TS, Hoang NH, Liang Z. (2026) GlucoPatrol: A Multi-Stakeholder Dashboard for Contextual Exploration of Continuous Glucose Monitoring Data. In Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2026), Marbella, Spain. Scopus
Priyadarshana YHPP, Senanayake AL, Liang Z. (2026) How Interpretable Are LLMs? A Multi-Metric Framework for Evaluating Synthetic Explanations in Digital Mental Health. In Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2026), Marbella, Spain. Scopus 【Full paper acceptance rate = 25%】
Liang Z, Lococo M, Karunarathna TS. (2026) Visual Analytics of Sugar Intake and Postprandial Interstitial Glucose Dynamics Using 3D Surface Plots. In Proceedings of The The 10th International Conference on Medical and Health Informatics (ICMHI 2026), Kyoto, Japan. Scopus
Priyadarshana YHPP, Zhou N, Yang Y, Clevorn J, Jiang R, Liang Z, Krishnaswamy P. (2026) Enhancing LLM-Based Phenotyping via Structured Knowledge Representation and Chain-of-Thought Reasoning on Electronic Health Records. In Proceedings of The 10th International Workshop on Health Intelligence (W3PHIAI-26), in conjunction with AAAI 2026, Singapore. Scopus
Koo J, Toendan KA, Shimada ET, Akaiduzzaman AKM, Liang Z. Thermal Guardian: An Assistive Wearable System for Home-Based Monitoring and Prevention of Bathing Related Health Risks in Older Adults. In Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2026), Marbella, Spain.【First author is undergrad student】 (reviewed)