Amir M. Rahmani

1. Conversational Health Agents: A Personalized LLM-Powered Agent Framework
   2023/10/03 by Mahyar Abbasian, Iman Azimi, Abbasian, Mahyar +5 · 20 citations
   Business, Management and Accounting · Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Topic Modeling
2. Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI
   2023/09/21 by Mahyar Abbasian, Abbasian, Mahyar, Elahe Khatibi +24 · 14 citations
   Medicine · Computer Science · Psychology · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Digital Mental Health Interventions
3. ALCM: Autonomous LLM-Augmented Causal Discovery Framework
   2024/05/02 by Elahe Khatibi, Mahyar Abbasian, Khatibi, Elahe +7 · 11 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Risk and Safety Analysis
4. Personalized Stress Monitoring using Wearable Sensors in Everyday Settings
   2021/07/31 by Ali Tazarv, Sina Labbaf, Tazarv, Ali +9 · 4 citations
   Medicine · Psychology · #Computers and Society (cs.CY) #Digital Mental Health Interventions #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. GSR Analysis for Stress: Development and Validation of an Open Source Tool for Noisy Naturalistic GSR Data
   2020/05/04 by Seyed Amir Hossein Aqajari, Aqajari, Seyed Amir Hossein, Emad Kasaeyan Naeini +9 · 2 citations
   Medicine · Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Building Trust in Mental Health Chatbots: Safety Metrics and LLM-Based Evaluation Tools
   2024/08/03 by Jung In Park, Park, Jung In, Mahyar Abbasian +23 · 5 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health via Writing
7. Differential Private Federated Transfer Learning for Mental Health Monitoring in Everyday Settings: A Case Study on Stress Detection
   2024/02/16 by Ziyu Wang, Zhongqi Yang, Wang, Ziyu +5 · 3 citations
   Psychology · #Cryptography and Security (cs.CR) #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Technostress in Professional Settings
8. Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis
   2024/06/24 by Ajan Subramanian, Zhongqi Yang, Subramanian, Ajan +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
9. Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks
   2022/02/21 by Sina Shahhosseini, Shahhosseini, Sina, Dongjoo Seo +13 · 1 citation
   Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
10. ECG Unveiled: Analysis of Client Re-identification Risks in Real-World ECG Datasets
    2024/08/02 by Ziyu Wang, Anil Kanduri, Wang, Ziyu +13 · 2 citations
    Medicine · #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
11. Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment
    2023/10/03 by Manoj Vishwanath, Steven Cao, Vishwanath, Manoj +9 · 1 citation
    Neuroscience · Medicine · #EEG and Brain-Computer Interfaces #Neonatal and fetal brain pathology #Obstructive Sleep Apnea Research
12. Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients
    2024/02/15 by Mahyar Abbasian, Abbasian, Mahyar, Zhongqi Yang +13 · 1 citation
    Health Professions · #Artificial Intelligence in Healthcare
13. Enhancing Performance and User Engagement in Everyday Stress Monitoring: A Context-Aware Active Reinforcement Learning Approach
    2024/07/11 by Seyed Amir Hossein Aqajari, Aqajari, Seyed Amir Hossein, Ziyu Wang +15 · 2 citations
    Psychology · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics
14. Personal Mental Health Navigator: Harnessing the Power of Data, Personal Models, and Health Cybernetics to Promote Psychological Well-being
    2020/12/15 by Amir M. Rahmani, Rahmani, Amir M., Jocelyn Lai +19 · 1 citation
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Digital Mental Health Interventions #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mental Health Research Topics #Scientific Research and Philosophical Inquiry #Systems and Control (eess.SY) #electronic engineering #information engineering
15. Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval
    2024/08/06 by Iman Azimi, Meng Qi, Azimi, Iman +7 · 1 citation
    Health Professions · #Dietetics, Nutrition, and Education
16. FairDiffuseVQVAE: Sampling-Time Fairness in Tabular Diffusion via Conditional Refinement of Vector-Quantized Latents
    2026/07/31 by Nitish Nagesh, Mahdi Bagheri, Amir M. Rahmani
    Computer Science · #cs.LG