NeurIPS 2026 Workshop: World Models for High-Stakes Healthcare
yaringal · x · 2026-08-12
NeurIPS 2026 will host the first workshop on "World Models for High-Stakes Health," focusing on building reliable patient world models using generative models, sequence architectures, and causal inference.
Key Topics
- Clinical trial simulation, virtual trial arms, and synthetic control cohorts.
- Counterfactual outcome prediction and treatment effect modeling.
- Foundation models for EHR and real-world evidence.
- Ensuring temporal consistency, clinical safety, and reliability in high-stakes environments.
The workshop accepts full papers, extended abstracts, demos, and position papers on governance and clinical evaluation standards, featuring non-archival, double-blind review.
More from Research
- Cornell Paper: Encrypting Chain-of-Thought Fails to Prevent Model Distillation — burkov · 2026-08-12
- Raspberry Pi Runs Robot Path Planning Algorithm, Covering Campus in 19s — 4310sy · 2026-08-12
- NBER Paper: GenAI Faces Oligopoly, Open Ecosystems Need a 'Rogue' Giant — soumitrashukla9 · 2026-08-12
- SiPE: Integrating Syntax Priors into Transformer Positional Embeddings — UArizona · 2026-08-12
- Study Finds: Higher Reasoning Effort Makes LLMs Less Likely to Ask Clarifying Questions — xuanalogue · 2026-08-12
- Open Dataset Measures AI's Actual Impact on Accelerating Scientific Discovery — soumitrashukla9 · 2026-08-12