Applications · health medicine papers, 2023–2026

Key findings

• Applications · health medicine went from 3 papers in 2023 to 184 in 2026, roughly 61x in three years.
• ICML publishes the most Applications · health medicine work: 239 papers from 2023 to 2026, 68% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 0 in 2023 to 34 in 2026.
• Among the 10 topics under Application Domains, it ranks #7 by 2026 paper count; the fastest grower in the group, Applications · robotics, is up 36x versus 61x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Learning Survival Models with Right-Censored Reporting Delays
• ICML 2026Adaptive DNA Sequence Modeling via Synergistic Plasticity Units
• ICLR 2026Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine
• NeurIPS 2025Detecting Data Deviations in Electronic Health Records
• ICML 2025"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
• ICLR 2025Stabilized Neural Prediction of Potential Outcomes in Continuous Time
• NeurIPS 2024A probability contrastive learning framework for 3D molecular representation learning
• ICLR 2024Graph Transformers on EHRs: Better Representation Improves Downstream Performance
• NeurIPS 2023EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
• ICLR 2023ManyDG: Many-domain Generalization for Healthcare Applications
• NeurIPS 2026Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation
• ICML 2026Are We Overconfident in Models and Results for Semi-Supervised 3D Medical Image Segmentation?
• ICLR 2026GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care
• NeurIPS 2025Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health
• ICML 2025A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
• ICLR 2025Interpretable Causal Representation Learning for Biological Data in the Pathway Space
• NeurIPS 2024Association Pattern-aware Fusion for Biological Entity Relationship Prediction
• ICLR 2024Large-scale Training of Foundation Models for Wearable Biosignals
• ICLR 2023Measure the Predictive Heterogeneity
• NeurIPS 2026Remote Photoplethysmography Based on a Skin Reflection Exponential Model

All Applications · health medicine papers

350 papers, page 4 of 7

151. ICML 2026Steering Large Language Models through the DMTA Cycle: Structure-Based Drug Design via Knowledge-Driven Bi-Level Thompson Sampling
152. ICML 2026Structured Multi-modal Graph Disentanglement for Psychiatric Diagnosis
153. ICML 2026STT-LLM: Structural-Temporal Tokenization for Adapting LLMs to Longitudinal Clinical Profiles
154. ICML 2026SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
155. ICML 2026SwitchCraft: A Programmatic Framework for Designing State-Switching Proteins
156. ICML 2026SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment
157. ICML 2026TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation
158. ICML 2026The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution
159. ICML 2026Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning
160. ICML 2026Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time
161. ICML 2026Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning
162. ICML 2026Towards Docking-oriented De Novo Ligand Design via Gradient Inversion
163. ICML 2026Towards Universal Gene Regulatory Network Inference: Unlocking Generalizable Regulatory Knowledge in Single-cell Foundation Models
164. ICML 2026Transitive Representation Learning Enhances Histopathology Annotation
165. ICML 2026TSMGen: Target-Specific Molecule Generation via Higher-Order Structural Dependencies and Context-Aware Bidirectional Fusion
166. ICML 2026TwinWeaver: An LLM-Based Foundation Model Framework for Pan-Cancer Digital Twins
167. ICML 2026UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis
168. ICML 2026Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model
169. ICML 2026VecMol: Vector-Field Representations for 3D Molecule Generation
170. ICML 2026What Makes a Representation Good for Single-Cell Perturbation Prediction?
171. NeurIPS 2026Can AI Agents Synthesize Scientific Conclusions?
172. NeurIPS 2026Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution
173. NeurIPS 2026DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition
174. NeurIPS 2026Gaussian Mixture Models in Hilbert Spaces via Kernel Methods
175. NeurIPS 2026Learning Survival Models with Right-Censored Reporting Delays
176. NeurIPS 2026Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation
177. NeurIPS 2026MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes
178. NeurIPS 2026MedHEB: Benchmarking Medical Embeddings Across Heterogeneous Clinical Evidence
179. NeurIPS 2026MindGuard: Guardrail Classifiers for Multi-Turn Mental Health Support
180. NeurIPS 2026Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-Site Wearables
181. NeurIPS 2026Remote Photoplethysmography Based on a Skin Reflection Exponential Model
182. NeurIPS 2026Rethinking CT Synthesis through Semantics-Structure Alignment
183. NeurIPS 2026Severity-Controlled Prediction Sets for Medication Recommendation
184. NeurIPS 2026Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
185. ICLR 2025Interpretable Causal Representation Learning for Biological Data in the Pathway Space
186. ICLR 2025Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
187. ICLR 2025Stabilized Neural Prediction of Potential Outcomes in Continuous Time
188. ICML 2025"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
189. ICML 2025A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
190. ICML 2025A Variational Perspective on Generative Protein Fitness Optimization
191. ICML 2025Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
192. ICML 2025ADIOS: Antibody Development via Opponent Shaping
193. ICML 2025AffinityFlow: Guided Flows for Antibody Affinity Maturation
194. ICML 2025Aligning Protein Conformation Ensemble Generation with Physical Feedback
195. ICML 2025All-atom inverse protein folding through discrete flow matching
196. ICML 2025AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
197. ICML 2025Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
198. ICML 2025Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
199. ICML 2025Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching
200. ICML 2025BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization

FAQ

How many Applications · health medicine papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

350 in total: 3 in 2023, 81 in 2024, 82 in 2025, 184 in 2026.

How many Applications · health medicine papers are at NeurIPS 2026?

NeurIPS 2026 has 14 Applications · health medicine papers, versus 7 the year before.

How many Applications · health medicine papers are at ICLR 2026?

ICLR 2026 has 3 Applications · health medicine papers, versus 3 the year before.

How many Applications · health medicine papers are at ICML 2026?

ICML 2026 has 167 Applications · health medicine papers, versus 72 the year before.

Which conference publishes the most Applications · health medicine papers?

ICML, with 239 papers from 2023 to 2026.