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 81 篇，第 2 / 2 页
- NeurIPS 2024One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
- NeurIPS 2024PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
- NeurIPS 2024Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
- NeurIPS 2024Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
- NeurIPS 2024Propensity Score Alignment of Unpaired Multimodal Data
- NeurIPS 2024Pruning neural network models for gene regulatory dynamics using data and domain knowledge
- NeurIPS 2024Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
- NeurIPS 2024Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
- NeurIPS 2024RGFN: Synthesizable Molecular Generation Using GFlowNets
- NeurIPS 2024Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
- NeurIPS 2024RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
- NeurIPS 2024S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
- NeurIPS 2024Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
- NeurIPS 2024Score-based 3D molecule generation with neural fields
- NeurIPS 2024SegVol: Universal and Interactive Volumetric Medical Image Segmentation
- NeurIPS 2024Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
- NeurIPS 2024Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
- NeurIPS 2024Shape analysis for time series
- NeurIPS 2024Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
- NeurIPS 2024SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
- NeurIPS 2024Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
- NeurIPS 2024Toward Conditional Distribution Calibration in Survival Prediction
- NeurIPS 2024Towards Multi-dimensional Explanation Alignment for Medical Classification
- NeurIPS 2024Trajectory Flow Matching with Applications to Clinical Time Series Modelling
- NeurIPS 2024TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
- NeurIPS 2024Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE
- NeurIPS 2024Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
- NeurIPS 2024UniMTS: Unified Pre-training for Motion Time Series
- NeurIPS 2024Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
- NeurIPS 2024Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
- NeurIPS 2024xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
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。