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 7 of 7

301. NeurIPS 2024HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
302. NeurIPS 2024Image-aware Evaluation of Generated Medical Reports
303. NeurIPS 2024Instruction Tuning Large Language Models to Understand Electronic Health Records
304. NeurIPS 2024Instructor-inspired Machine Learning for Robust Molecular Property Prediction
305. NeurIPS 2024Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
306. NeurIPS 2024Learning Identifiable Factorized Causal Representations of Cellular Responses
307. NeurIPS 2024Learning Low-Rank Feature for Thorax Disease Classification
308. NeurIPS 2024Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
309. NeurIPS 2024Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images
310. NeurIPS 2024MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
311. NeurIPS 2024Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
312. NeurIPS 2024Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
313. NeurIPS 2024MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
314. NeurIPS 2024MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
315. NeurIPS 2024Multi-Scale Representation Learning for Protein Fitness Prediction
316. NeurIPS 2024MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
317. NeurIPS 2024One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
318. NeurIPS 2024PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
319. NeurIPS 2024Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
320. NeurIPS 2024Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
321. NeurIPS 2024Propensity Score Alignment of Unpaired Multimodal Data
322. NeurIPS 2024Pruning neural network models for gene regulatory dynamics using data and domain knowledge
323. NeurIPS 2024Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
324. NeurIPS 2024Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
325. NeurIPS 2024RGFN: Synthesizable Molecular Generation Using GFlowNets
326. NeurIPS 2024Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
327. NeurIPS 2024RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
328. NeurIPS 2024S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
329. NeurIPS 2024Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
330. NeurIPS 2024Score-based 3D molecule generation with neural fields
331. NeurIPS 2024SegVol: Universal and Interactive Volumetric Medical Image Segmentation
332. NeurIPS 2024Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
333. NeurIPS 2024Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
334. NeurIPS 2024Shape analysis for time series
335. NeurIPS 2024Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
336. NeurIPS 2024SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
337. NeurIPS 2024Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
338. NeurIPS 2024Toward Conditional Distribution Calibration in Survival Prediction
339. NeurIPS 2024Towards Multi-dimensional Explanation Alignment for Medical Classification
340. NeurIPS 2024Trajectory Flow Matching with Applications to Clinical Time Series Modelling
341. NeurIPS 2024TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
342. NeurIPS 2024Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE
343. NeurIPS 2024Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
344. NeurIPS 2024UniMTS: Unified Pre-training for Motion Time Series
345. NeurIPS 2024Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
346. NeurIPS 2024Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
347. NeurIPS 2024xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
348. ICLR 2023ManyDG: Many-domain Generalization for Healthcare Applications
349. ICLR 2023Measure the Predictive Heterogeneity
350. NeurIPS 2023EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images

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.