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

239 papers, page 4 of 5

151. ICML 2026SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
152. ICML 2026SwitchCraft: A Programmatic Framework for Designing State-Switching Proteins
153. ICML 2026SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment
154. ICML 2026TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation
155. ICML 2026The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution
156. ICML 2026Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning
157. ICML 2026Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time
158. ICML 2026Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning
159. ICML 2026Towards Docking-oriented De Novo Ligand Design via Gradient Inversion
160. ICML 2026Towards Universal Gene Regulatory Network Inference: Unlocking Generalizable Regulatory Knowledge in Single-cell Foundation Models
161. ICML 2026Transitive Representation Learning Enhances Histopathology Annotation
162. ICML 2026TSMGen: Target-Specific Molecule Generation via Higher-Order Structural Dependencies and Context-Aware Bidirectional Fusion
163. ICML 2026TwinWeaver: An LLM-Based Foundation Model Framework for Pan-Cancer Digital Twins
164. ICML 2026UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis
165. ICML 2026Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model
166. ICML 2026VecMol: Vector-Field Representations for 3D Molecule Generation
167. ICML 2026What Makes a Representation Good for Single-Cell Perturbation Prediction?
168. ICML 2025"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
169. ICML 2025A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
170. ICML 2025A Variational Perspective on Generative Protein Fitness Optimization
171. ICML 2025Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
172. ICML 2025ADIOS: Antibody Development via Opponent Shaping
173. ICML 2025AffinityFlow: Guided Flows for Antibody Affinity Maturation
174. ICML 2025Aligning Protein Conformation Ensemble Generation with Physical Feedback
175. ICML 2025All-atom inverse protein folding through discrete flow matching
176. ICML 2025AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
177. ICML 2025Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
178. ICML 2025Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
179. ICML 2025Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching
180. ICML 2025BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
181. ICML 2025BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare
182. ICML 2025Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks
183. ICML 2025Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning
184. ICML 2025CellFlux: Simulating Cellular Morphology Changes via Flow Matching
185. ICML 2025CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models
186. ICML 2025CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
187. ICML 2025CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
188. ICML 2025Confounder-Free Continual Learning via Recursive Feature Normalization
189. ICML 2025Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images
190. ICML 2025Cross-Modal Alignment via Variational Copula Modelling
191. ICML 2025Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning
192. ICML 2025Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
193. ICML 2025Do Multiple Instance Learning Models Transfer?
194. ICML 2025Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
195. ICML 2025Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning
196. ICML 2025EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
197. ICML 2025EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph
198. ICML 2025Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
199. ICML 2025From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models
200. ICML 2025From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining

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.