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 2 of 7

51. ICML 2026Explicit representation of germline and non-germline residues improves antibody language modeling
52. ICML 2026Exploring Accurate and Transparent Domain Adaptation in Predictive Healthcare via Concept-Grounded Orthogonal Inference
53. ICML 2026FACT: Fuzzy Alignment with Comorbidity Topology for Reliable Multi-Label Medical Image Diagnosis
54. ICML 2026Federated Distillation for Whole Slide Image via Gaussian-Mixture Feature Alignment and Curriculum Integration
55. ICML 2026FLAG: Foundation model representation with Latent diffusion Alignment via Graph for spatial gene expression prediction
56. ICML 2026Flow-Based Density Ratio Estimation for Intractable Distributions with Applications in Genomics
57. ICML 2026FlowCloud: Learning Continuous Spatiotemporal Dynamics from Unpaired Sparse Point Cloud Snapshots
58. ICML 2026FlowPET: Physics-Informed Symplectic Flow Matching for Low-Count PET Reconstruction
59. ICML 2026Foundation VAE for CT Reconstruction, Augmentation, and Generation
60. ICML 2026From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
61. ICML 2026From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas
62. ICML 2026From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction
63. ICML 2026FunCQNet: A Functional Censored Quantile Neural Network for Predicting Long-Term Post-Transplant Kidney Survival
64. ICML 2026Geometric Pocket-Centric Protein Encoding for Polypharmacology-Guided Multi-Target Drug Design
65. ICML 2026Geometrically Constrained Stenosis Editing in Coronary Angiography via Entropic Optimal Transport
66. ICML 2026GLEAN: Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification
67. ICML 2026HDTree: Generative Modeling of Cellular Hierarchies for Robust Lineage Inference
68. ICML 2026HEARTS: Benchmarking LLM Reasoning on Health Time Series
69. ICML 2026HEXST: Hexagonal Shifted-Window Transformer for Spatial Transcriptomics Gene Expression Prediction
70. ICML 2026High-Dimensional Sensitivity Analysis for Genomic Studies: An Adversarial Framework for Learning Worst-Case Latent Confounders
71. ICML 2026HiST: A Hierarchical Sparse Transformer for Cross-Modal Spatial Transcriptomics Modeling
72. ICML 2026How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting
73. ICML 2026How Should Transformers Encode Numeric Values in Electronic Health Records?
74. ICML 2026iLoRA: Bayesian Low-Rank Adaptation with Latent Interaction Graphs for Microbiome Diagnosis
75. ICML 2026InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training
76. ICML 2026Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback
77. ICML 2026InfoGlobe: Local-and-Global Information-Preserving Statistical Manifold Learning for Single-Cell Transcriptomics
78. ICML 2026Interpretability Driven Evolutionary Approach for the Design of Biological Sequences
79. ICML 2026Interpreting Genomic Language Models using Sparse Autoencoders
80. ICML 2026Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction
81. ICML 2026Learning Adaptive Topology with FiLM-Guided Distillation for Tertiary Structure-Based RNA Design
82. ICML 2026Learning Protein Structure-Function Relationships through Knowledge-guided Representation Decomposition
83. ICML 2026Learning Treatment Allocations with Risk Control Under Partial Identifiability
84. ICML 2026Leveraging Lineage Barcodes as Natural Augmentations for Contrastive Learning of Cell Fate in scRNA-seq Data
85. ICML 2026Listening Through the Noise: Cauchy-Driven Diffusion Bridges for Robust Gastrointestinal Auscultation and Clinical Benchmarking
86. ICML 2026LLM-Guided Diagnostic Evidence Alignment for Medical Vision–Language Pretraining under Limited Pairing
87. ICML 2026Marrying Generative Model of Healthcare Events with Digital Twin of Social Determinants of Health for Disease Reasoning
88. ICML 2026Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training
89. ICML 2026Med-SegLens: Latent-Level Model Diffing for Interpretable Medical Image Segmentation
90. ICML 2026MEDA: Medical-Oriented Activation Editing for Hallucination Mitigation in Medical Large Vision-Language Model
91. ICML 2026MedCoG: Maximizing LLM Inference Density in Medical Reasoning via Meta-Cognitive Regulation
92. ICML 2026MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery
93. ICML 2026MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio
94. ICML 2026MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
95. ICML 2026MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling
96. ICML 2026MedSIGHT: Towards Grounded Visual Comprehension in Medical Large Vision-Language Models
97. ICML 2026Mitigating Surgical Data Imbalance with Dual-Prediction Video Diffusion Model
98. ICML 2026Modeling Attributional Style at Scale: A Dataset and Analysis for Psychological Attribution Assessment and Reframing
99. ICML 2026Modeling Long-Tail Relations in the Operating Room via In-Context Multimodal Learning
100. ICML 2026Modeling Temporal scRNA-seq Data with Latent Gaussian Process and Optimal Transport

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.