RY
Runze Yan
cs.LGcs.AIartificial intelligenceeess.SPMachine LearningPhotoplethysmographyq-bio.QMSignal Processing, Computer-AssistedAgingArtificial Intelligence
On Valency
published · living versionsW_nkcd4knk·v1 · currentpublished
A Guideline-Grounded Multi-Agent Framework for Personalized Exercise Prescription from Clinical and Wearable Data
with Xintong Li, Yufen Lin, Yuhua Wu, Fengran Wang +7
1 version
Preprints & journals
20 papers in the corpus · 2020–2026TRACE: Expert-Aligned ECG Representation Learning with Rigorous Benchmarking and Real-World Validation in Acute Cardiac Care2609.34088v1 · Lovely Yeswanth Panchumarthi, Andrew Lu, Saurabh Kataria et al.2026 · 0 citationsarXiv
Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Machine Learning Algorithms: A Learning-to-Rank Approach.42585053 · Zhao, Anni, Ermis, Ayca, Vitt, Jeffrey Robert et al.2026 · 0 citationsIEEE transactions on bio-medical engineering. 2026;PP
A comprehensive inference-time augmentation framework in physiological signals: application to PPG-based AF detection.42297024 · Fattahi, Davood, Yan, Runze, Kataria, Saurabh et al.2026 · 0 citationsPhysiological measurement. 2026;47(7)
A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection.42339493 · Fattahi, Davood, Yan, Runze, Kataria, Saurabh et al.2026 · 0 citationsArXiv. 2026
NutriMLLM: Multimodal Large Language Models for Dietary Micronutrient Analysis2606.08948v1 · Runze Yan, Minxiao Wang, Jiaying Lu et al.2026 · 0 citationsarXiv
Predicting Post-Radiotherapy Epigenetic Age Acceleration From Pre-Treatment Data Using a Machine Learning Framework in Head and Neck Cancer Patients.42277901 · Yan, Runze, Dai, Guanlin, Lin, Yufen et al.2026 · 0 citationsCancer medicine. 2026;15(6):e72014
NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines2602.18650v1 · Junwei Wu, Runze Yan, Hanqi Luo et al.2026 · 0 citationsarXiv
Integrating Epigenetic and Phenotypic Features for Biological Age Estimation in Cancer Patients via Multimodal Learning2511.07219v1 · Shuyue Jiang, Wenjing Ma, Shaojun Yu et al.2025 · 0 citationsIn Proceedings of The 19th IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2025)
DietAI24 as a framework for comprehensive nutrition estimation using multimodal large language models.41193610 · Yan, Runze, Luo, Hanqi, Lu, Jiaying et al.2025 · 21 citationsCommunications medicine. 2025;5(1):458
Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model -- a UNIPHY+ Approach2509.16345v1 · Minxiao Wang, Runze Yan, Carol Li et al.2025 · 0 citationsarXiv
GPT-PPG: a GPT-based foundation model for photoplethysmography signals.40373792 · Chen, Zhaoliang, Ding, Cheng, Kataria, Saurabh et al.2025 · 10 citationsPhysiological measurement. 2025;46(5)
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies2505.16242v1 · Runze Yan, Xun Shen, Akifumi Wachi et al.2025 · 1 citationarXiv
Leveraging Artificial Intelligence for Digital Symptom Management in Oncology: The Development of CRCWeb.40523210 · Liu, Darren, Lin, Yufen, Yan, Runze et al.2025 · 6 citationsJMIR cancer. 2025;11:e68516
Explore the Use of Time Series Foundation Model for Car-Following Behavior Analysis2501.07034v1 · Luwei Zeng, Runze Yan2025 · 0 citationsarXiv
Stakeholder-centric participation in large language models enhanced health systems.40547255 · Wang, Zhiyuan, Yan, Runze, Francis, Sherilyn et al.2026 · 8 citationsnpj health systems. 2025;2(1):22
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study.38875675 · Yan, Runze, Liu, Xinwen, Dutcher, Janine M et al.2024 · 3 citationsJMIR AI. 2024;3:e47194
Exploratory Machine Learning Modeling of Adaptive and Maladaptive Personality Traits from Passively Sensed Behavior.35342213 · Yan, Runze, Ringwald, Whitney R, Hernandez, Julio Vega et al.2024 · 23 citationsFuture generations computer systems : FGCS. 2022;132:266-281
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams2109.06177v1 · Runze Yan, Afsaneh Doryab2021 · 1 citationProceedings of SAI Intelligent Systems Conference (2021) 643-661
Detection of Racial Bias from Physiological Responses2102.01287v1 · Fateme Nikseresht, Runze Yan, Rachel Lew et al.2021 · 2 citationsarXiv
CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams10.1101/2020.08.10.244020v1 · Yan, R., Liu, X., Dutcher, J. et al.2020 · 1 citationbioRxiv
Career total: 40 works. 20 are in this corpus.
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