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9:00am - 9:05am
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Welcome Remark
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9:05am - 9:35am
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Keynote 1: Prof. Peter Foltz: Three Challenges to Ai-Based Measurement of Mental State and Cognitive
Function
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9:35am - 10:05am
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Keynote 2: Dr. Sunny Tang: Windows on Psychosis: The Interplay Among Speech, Language, Cognition and
Clinical Symptoms
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10:05am - 10:35am
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Keynote 3: Dr. Paola Pedrelli: Harmony in Minds: Unleashing the Potential of Interdisciplinary
Collaboration in Computer Science and Psychiatry for Ai-Powered Mental Health Innovations
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10:35am - 11:00am
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Poster session with light refreshments
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11:00am - 12:00pm
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Oral Session 1
- Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with
Applications in Mental Health Dialogues
- A Pretrained Language Model for Mental Health Risk Detection
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PMC: Paired Multi-Contrast MRI Dataset at 1.5T and 3T for Supervised Image2Image Translation
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12:00pm - 1:15pm
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Lunch (provided by workshop organizers)
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1:15pm - 1:45pm
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Keynote 4: Dr. Guillermo Cecchi: Machine Learning Challenges for Large Longitudinal Clinical Trials
in Mental Health
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1:45pm - 2:15pm
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Keynote 5: Prof. Robert JT Morris: Safe Deployment of AI Methods for Mental Health: From Mental
Wellness to Serious Mental Conditions
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2:15pm - 2:45pm
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Keynote 6: Prof. Irina Rish: AI 4 Psychology and Psychology 4 AI: Towards Better Alignment Among
Humans and Machines
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2:45pm - 3:30pm
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Oral Session 2
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Dance of the Neurons: Unraveling Sex from Brain Signals
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Mental Health Stigma across Diverse Genders in Generative LLMs
- Knowledge-enhanced Memory Model for Emotional Support Conversation
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3:30pm - 4:00pm
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Poster session with light refreshments
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4:00pm - 5:00pm
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Panel - Future Directions and Biggest Obstacles
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