Andrew HuangMD
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Research & evaluation

Research

Clinical & non-clinical inquiry, with publications and contributions clearly identified.

Clinical research

Clinical reasoning & evaluation

Accepted · NeurIPS 2026 Main Track

CLR-voyance

Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics

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My clinical contribution

I contributed a clinical perspective to early assessments at Taipei Veterans General Hospital of whether the model could be useful in clinical practice.

Later, I helped assess the model’s clinical relevance and whether its responses offered meaningful improvements for clinical decision support.

Current direction

01

The questions I’m carrying forward.

Five connected tracks carried forward from Andrew’s existing portfolio. These describe the direction of study and practice, not finished outcomes.

Clinical AI implementationGetting tools into real workflows, not stopping at demos.
Clinical reasoning evaluationReasoning quality, uncertainty, and clinically meaningful review.
Smart clinical recordsSupporting better synthesis across complex documentation.
Hospital AI governancePermissions, audit, data scope, and responsible model use.
Controlled agentic systemsTool use and logging that remain inspectable inside hospital constraints.

Non-clinical research

No public non-clinical research entries are listed yet.

Research systems & unpublished work

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Research, Built in the Terminal

A restricted portfolio of self-directed research systems and unpublished work. It appears after public evidence and never opens a password prompt from this site.

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Research conversations

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