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 5 of 7

201. ICML 2025BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare
202. ICML 2025Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks
203. ICML 2025Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning
204. ICML 2025CellFlux: Simulating Cellular Morphology Changes via Flow Matching
205. ICML 2025CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models
206. ICML 2025CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
207. ICML 2025CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
208. ICML 2025Confounder-Free Continual Learning via Recursive Feature Normalization
209. ICML 2025Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images
210. ICML 2025Cross-Modal Alignment via Variational Copula Modelling
211. ICML 2025Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning
212. ICML 2025Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
213. ICML 2025Do Multiple Instance Learning Models Transfer?
214. ICML 2025Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
215. ICML 2025Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning
216. ICML 2025EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
217. ICML 2025EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph
218. ICML 2025Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
219. ICML 2025From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models
220. ICML 2025From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
221. ICML 2025Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
222. ICML 2025Gradient-based Explanations for Deep Learning Survival Models
223. ICML 2025H-Tuning: Toward Low-Cost and Efficient ECG-based Cardiovascular Disease Detection with Pre-Trained Models
224. ICML 2025HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
225. ICML 2025Identifying biological perturbation targets through causal differential networks
226. ICML 2025InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
227. ICML 2025LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
228. ICML 2025MedRAX: Medical Reasoning Agent for Chest X-ray
229. ICML 2025MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
230. ICML 2025MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
231. ICML 2025Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
232. ICML 2025Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points
233. ICML 2025Multimodal Medical Code Tokenizer
234. ICML 2025NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
235. ICML 2025NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders
236. ICML 2025P(all-atom) Is Unlocking New Path For Protein Design
237. ICML 2025PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion
238. ICML 2025PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction
239. ICML 2025Predicting mutational effects on protein binding from folding energy
240. ICML 2025Protein Structure Tokenization: Benchmarking and New Recipe
241. ICML 2025Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
242. ICML 2025PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models
243. ICML 2025Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
244. ICML 2025Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning
245. ICML 2025Reliable Algorithm Selection for Machine Learning-Guided Design
246. ICML 2025SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
247. ICML 2025Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
248. ICML 2025sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models
249. ICML 2025scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data
250. ICML 2025SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model

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.