Profiles

Research interests:

• Language/domain adaptation and post-training of LLMs

• Multimodal generative AI

Research interests: 

• Disruptive Innovation Evaluation in Health Technology
• GenAI and Quantum systems in support of human health and performance

Research Interests: 

• Synthetic Data
• Drug Discovery using AI

Research Interests:

• LLM-based analysis of online health discourse on Reddit, including vaccine hesitancy and public sentiment

• Digital health solutions to improve patient engagement and chronic disease management

Research Interests: 

• AI in Healthcare

Research Interest: 

• Predictive abilities of anonymous online chat forums to study health behaviours
• Previously inaccessible minoritized group

Research Interests: 

• Advancing discovery through computational methods
• Whole-body metabolism models, with a particular emphasis on liver function and its role in metabolic processes

Research Interests:

• AI in Healthcare

• Applications of generative AI in public health

• Applications of ML healthcare

• Responsible use of LLMs in qualitative research

Research Interests:

• LLM‑based analysis of large‑scale Reddit data for public‑health signals and emotional trends.
• Clinical conversational AI for Parkinson’s disease using acoustic and linguistic biomarkers.
• Evaluation of GenAI and agentic systems for reliable, interpretable healthcare integration.

Research Interests

• Responsible use of LLMs, particularly in qualitative research
• Use of Reddit data for public sentiment analysis
• Long-term management of chronic pain
• Food safety

Research Interests: 

• Applications of generative AI in public health

Research Interests: 

• Large scale scheduling 
• Intersection of data, optimization and decision making within healthcare information technologies
• Agentic AI and optimization for real world challenges

Research interests: 

• Time-series data analysis 
• Synthetic data generation
• Synthetic Data Privacy & Fidelity

Research Interests: 

• AI in Healthcare
• Generative AI

Research Interests:

• Generative AI and Synthetic Data

• Evaluation of Generative AI Systems

• Health Informatics

Research interests: 

• AI-Driven operational decision support systems
• AI-Native data architecture for healthcare systems 
• Agentic AI systems for healthcare workflows and operations

Research Interests: 

• Healthcare finances and digital transformation
• Role of governance in health data visualization 
• AI-ready data repositories

Research Interests: 

• Synthetic data
• Machine learning for privacy

Research interests: 

• Applications of ML healthcare
• Algorithmic fairness
• Data privacy rights