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 6 of 7

251. ICML 2025Staged and Physics-Grounded Learning Framework with Hyperintensity Prior for Pre-Contrast MRI Synthesis
252. ICML 2025SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics
253. ICML 2025SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics
254. ICML 2025TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging
255. ICML 2025Unified Screening for Multiple Diseases
256. ICML 2025UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
257. ICML 2025Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning
258. ICML 2025ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
259. ICML 2025What can large language models do for sustainable food?
260. NeurIPS 2025Adaptive Frontier Exploration on Graphs with Applications to Network-Based Disease Testing
261. NeurIPS 2025Beyond Average Value Function in Precision Medicine: Maximum Probability-Driven Reinforcement Learning for Survival Analysis
262. NeurIPS 2025CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
263. NeurIPS 2025Detecting Data Deviations in Electronic Health Records
264. NeurIPS 2025Fine-grained List-wise Alignment for Generative Medication Recommendation
265. NeurIPS 2025SMMILE: An expert-driven benchmark for multimodal medical in-context learning
266. NeurIPS 2025Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health
267. ICLR 2024Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
268. ICLR 2024Graph Transformers on EHRs: Better Representation Improves Downstream Performance
269. ICLR 2024Large-scale Training of Foundation Models for Wearable Biosignals
270. NeurIPS 2024A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
271. NeurIPS 2024A probability contrastive learning framework for 3D molecular representation learning
272. NeurIPS 2024A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
273. NeurIPS 2024Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
274. NeurIPS 2024Association Pattern-aware Fusion for Biological Entity Relationship Prediction
275. NeurIPS 2024Attention boosted Individualized Regression
276. NeurIPS 2024Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
277. NeurIPS 2024Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
278. NeurIPS 2024Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
279. NeurIPS 2024Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
280. NeurIPS 2024CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
281. NeurIPS 2024Cell ontology guided transcriptome foundation model
282. NeurIPS 2024Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
283. NeurIPS 2024Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
284. NeurIPS 2024Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
285. NeurIPS 2024DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering
286. NeurIPS 2024Deep Learning in Medical Image Registration: Magic or Mirage?
287. NeurIPS 2024Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
288. NeurIPS 2024DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
289. NeurIPS 2024E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
290. NeurIPS 2024Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
291. NeurIPS 2024EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes
292. NeurIPS 2024Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
293. NeurIPS 2024Exploring Molecular Pretraining Model at Scale
294. NeurIPS 2024Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data
295. NeurIPS 2024Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
296. NeurIPS 2024Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
297. NeurIPS 2024G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
298. NeurIPS 2024Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
299. NeurIPS 2024GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics
300. NeurIPS 2024GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs

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.