医学影像论文趋势 2023–2026

CT/MRI/病理

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 346 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

医学影像论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202311632545
202428843171
2025421083898
202639271155132

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

全部医学影像论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 346 篇，第 4 / 7 页

  1. CVPR 2025Event Ellipsometer: Event-based Mueller-Matrix Video Imaging
  2. CVPR 2025Interactive Medical Image Analysis with Concept-based Similarity Reasoning
  3. CVPR 2025Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
  4. CVPR 2025Latent Space Imaging
  5. CVPR 2025Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
  6. CVPR 2025LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
  7. CVPR 2025Multi-modal Medical Diagnosis via Large-small Model Collaboration
  8. CVPR 2025Multi-modal Vision Pre-training for Medical Image Analysis
  9. CVPR 2025MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities
  10. CVPR 2025OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection
  11. CVPR 2025OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit
  12. CVPR 2025PolarFree: Polarization-based Reflection-Free Imaging
  13. CVPR 2025Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging
  14. CVPR 2025Revisiting MAE Pre-training for 3D Medical Image Segmentation
  15. CVPR 2025SACB-Net: Spatial-awareness Convolutions for Medical Image Registration
  16. CVPR 2025Show and Segment: Universal Medical Image Segmentation via In-Context Learning
  17. CVPR 2025Towards All-in-One Medical Image Re-Identification
  18. CVPR 2025UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion
  19. CVPR 2025Unified Medical Lesion Segmentation via Self-referring Indicator
  20. CVPR 2025VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
  21. ICLR 2025Boltzmann Semantic Score: A Semantic Metric for Evaluating Large Vision Models Using Large Language Models
  22. ICLR 2025Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
  23. ICLR 2025Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
  24. ICLR 2025LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
  25. ICLR 2025MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
  26. ICLR 2025Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
  27. ICLR 2025Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
  28. ICLR 2025Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
  29. ICLR 2025Score-based Self-supervised MRI Denoising
  30. ICLR 2025Time-to-Event Pretraining for 3D Medical Imaging
  31. ICML 2025"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
  32. ICML 2025Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks
  33. ICML 2025iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection
  34. ICML 2025LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
  35. ICML 2025Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
  36. ICML 2025Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
  37. ICML 2025Stochastic Deep Restoration Priors for Imaging Inverse Problems
  38. ICML 2025TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging
  39. NeurIPS 2025Adaptive Latent-Space Constraints in Personalized Federated Learning
  40. NeurIPS 2025Adversarial generalization of unfolding (model-based) networks
  41. NeurIPS 2025Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
  42. NeurIPS 2025AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation
  43. NeurIPS 2025Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
  44. NeurIPS 2025Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
  45. NeurIPS 2025D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
  46. NeurIPS 2025DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
  47. NeurIPS 2025DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?
  48. NeurIPS 2025Dual-Comb Ghost Imaging with Transformer-Based Reconstruction for Optical Fiber Endomicroscopy
  49. NeurIPS 2025ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
  50. NeurIPS 2025Fast MRI for All: Bridging Access Gaps by Training without Raw Data

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 查医学影像在 CVPR 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": "medical-imaging"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇医学影像论文？
共 346 篇，按年份分别是 2023 年 45 篇、2024 年 71 篇、2025 年 98 篇、2026 年 132 篇。
NeurIPS 2026 有多少篇医学影像论文？
NeurIPS 2026 有 39 篇医学影像论文，上一届是 42 篇。
ICLR 2026 有多少篇医学影像论文？
ICLR 2026 有 27 篇医学影像论文，上一届是 10 篇。
ICML 2026 有多少篇医学影像论文？
ICML 2026 有 11 篇医学影像论文，上一届是 8 篇。
CVPR 2026 有多少篇医学影像论文？
CVPR 2026 有 55 篇医学影像论文，上一届是 38 篇。
哪个会议的医学影像论文最多？
CVPR，2023–2026 年共 149 篇。

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