应用 · health medicine论文趋势 2023–2026
应用方向：health_medicine
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 350 篇被归入该主题的论文。
主要结论
- 应用 · health medicine论文从 2023 年的 3 篇增长到 2026 年的 184 篇，三年间扩大到约 61 倍。
- ICML 是发应用 · health medicine论文最多的会议，2023–2026 年共 239 篇，占四个会议总量的 68%。
- 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 34 篇。
- 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 7；同组增长最快的应用 · robotics是 36 倍，应用 · health medicine是 61 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 1 | 2 | 0 | 0 | 3 |
| 2024 | 78 | 3 | 0 | 0 | 81 |
| 2025 | 7 | 3 | 72 | 0 | 82 |
| 2026 | 14 | 3 | 167 | 0 | 184 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- 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
全部应用 · health medicine论文
共 350 篇，第 4 / 7 页
- ICML 2026Steering Large Language Models through the DMTA Cycle: Structure-Based Drug Design via Knowledge-Driven Bi-Level Thompson Sampling
- ICML 2026Structured Multi-modal Graph Disentanglement for Psychiatric Diagnosis
- ICML 2026STT-LLM: Structural-Temporal Tokenization for Adapting LLMs to Longitudinal Clinical Profiles
- ICML 2026SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
- ICML 2026SwitchCraft: A Programmatic Framework for Designing State-Switching Proteins
- ICML 2026SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment
- ICML 2026TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation
- ICML 2026The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution
- ICML 2026Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning
- ICML 2026Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time
- ICML 2026Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning
- ICML 2026Towards Docking-oriented De Novo Ligand Design via Gradient Inversion
- ICML 2026Towards Universal Gene Regulatory Network Inference: Unlocking Generalizable Regulatory Knowledge in Single-cell Foundation Models
- ICML 2026Transitive Representation Learning Enhances Histopathology Annotation
- ICML 2026TSMGen: Target-Specific Molecule Generation via Higher-Order Structural Dependencies and Context-Aware Bidirectional Fusion
- ICML 2026TwinWeaver: An LLM-Based Foundation Model Framework for Pan-Cancer Digital Twins
- ICML 2026UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis
- ICML 2026Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model
- ICML 2026VecMol: Vector-Field Representations for 3D Molecule Generation
- ICML 2026What Makes a Representation Good for Single-Cell Perturbation Prediction?
- NeurIPS 2026Can AI Agents Synthesize Scientific Conclusions?
- NeurIPS 2026Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution
- NeurIPS 2026DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition
- NeurIPS 2026Gaussian Mixture Models in Hilbert Spaces via Kernel Methods
- NeurIPS 2026Learning Survival Models with Right-Censored Reporting Delays
- NeurIPS 2026Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation
- NeurIPS 2026MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes
- NeurIPS 2026MedHEB: Benchmarking Medical Embeddings Across Heterogeneous Clinical Evidence
- NeurIPS 2026MindGuard: Guardrail Classifiers for Multi-Turn Mental Health Support
- NeurIPS 2026Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-Site Wearables
- NeurIPS 2026Remote Photoplethysmography Based on a Skin Reflection Exponential Model
- NeurIPS 2026Rethinking CT Synthesis through Semantics-Structure Alignment
- NeurIPS 2026Severity-Controlled Prediction Sets for Medication Recommendation
- NeurIPS 2026Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
- ICLR 2025Interpretable Causal Representation Learning for Biological Data in the Pathway Space
- ICLR 2025Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
- ICLR 2025Stabilized Neural Prediction of Potential Outcomes in Continuous Time
- ICML 2025"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
- ICML 2025A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
- ICML 2025A Variational Perspective on Generative Protein Fitness Optimization
- ICML 2025Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
- ICML 2025ADIOS: Antibody Development via Opponent Shaping
- ICML 2025AffinityFlow: Guided Flows for Antibody Affinity Maturation
- ICML 2025Aligning Protein Conformation Ensemble Generation with Physical Feedback
- ICML 2025All-atom inverse protein folding through discrete flow matching
- ICML 2025AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
- ICML 2025Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
- ICML 2025Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
- ICML 2025Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching
- ICML 2025BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查应用 · health medicine在 ICML 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "app-health-medicine"}
常见问题
- 2023–2026 年四大会议一共有多少篇应用 · health medicine论文？
- 共 350 篇，按年份分别是 2023 年 3 篇、2024 年 81 篇、2025 年 82 篇、2026 年 184 篇。
- NeurIPS 2026 有多少篇应用 · health medicine论文？
- NeurIPS 2026 有 14 篇应用 · health medicine论文，上一届是 7 篇。
- ICLR 2026 有多少篇应用 · health medicine论文？
- ICLR 2026 有 3 篇应用 · health medicine论文，上一届是 3 篇。
- ICML 2026 有多少篇应用 · health medicine论文？
- ICML 2026 有 167 篇应用 · health medicine论文，上一届是 72 篇。
- 哪个会议的应用 · health medicine论文最多？
- ICML，2023–2026 年共 239 篇。