MICCAI 2025 Daejeon, Korea
MICCAI 2025
Daejeon, Korea
Papers
1,027
Unique Authors
4,969
With Code
69.1%
Avg Review Score
3.89 / 6

Browse all 1,027 papers from 2025 in the searchable list.

Semantic Map

1,027 papers in 20 research clusters

specter2 embeddings → UMAP. Click a point to open the paper.

By cluster

Topics & Authors

Top Subject Areas

Top 20 by paper count

Top 20 Authors

By paper count

Review Analysis

Review Score Distribution

Raw 1-6 scale (2025 scoring)

Reviewer Disagreement

Max − min score per paper

Rebuttal Impact: Reviewer Verdict Flow

Pre-rebuttal verdict (left) → post-rebuttal verdict (right), one band per reviewer. Green bands improved, red bands downgraded, gray unchanged. Reviewers without a post-rebuttal response are excluded · 8.4% of submissions were early-accepted (no rebuttal round).

Code & Research Trends

Code Availability by Subject Area

Areas with ≥ 8 papers

69.1% overall

Research Buzzword Frequency

Matched against title + abstract (may overlap)

Co-authorship Network

Authors with ≥ 6 papers at MICCAI 2025

Node size = paper count. Edge = shared authorship. Color = detected collaboration community; disconnected groups are laid out separately so they don't overlap the main cluster. Drag a node to reposition it, drag the background to pan, scroll to zoom.

Paper Title Patterns

Title length and most common first words

Articles and prepositions excluded from first-word count

Title & Author Extremes

Longest Titles
  1. HARM3-Fusion: Hierarchical Attentional Representation Learning of Multi-Modal, Multi-Te… 23 words
  2. Towards Accurate Tumor Budding Detection: A Benchmark Dataset and A Detection Approach … 21 words
  3. New Multimodal Similarity Measure for Image Registration via Modeling Local Functional … 19 words
  4. Oblique Genomics Mixture of Experts: Prediction of Brain Disorder With Aging-Related Ch… 19 words
  5. Active Source-Free Cross-Domain and Cross-Modality Adaptation for Volumetric Medical Im… 18 words
Shortest Titles
  1. UltrON: Ultrasound Occupancy Networks 4 words
  2. Self-Supervised Multiview Xray Matching 4 words
  3. CF-Seg: Counterfactuals meet Segmentation 4 words
  4. CATVis: Context-Aware Thought Visualization 4 words
  5. Towards Holistic Surgical Scene Graph 5 words
Most Authors
  1. Phenotype Representation and Analysis via Discriminative Atypicality (PRADA) to capture… 28 authors
  2. UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound 25 authors
  3. Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound 18 authors
  4. Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilep… 18 authors
  5. A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage 17 authors

Top Papers

Top 20 Papers (Overall)

Ranked by mean reviewer score (1-6 scale)

# Title Subject Area Mean Reviewer
Score (Scores)		 Presentation Early Accept?
1 Fit Pixels, Get Labels: Meta-Learned Implicit Networks for Image Segmentation Image Segmentation 5.67 (5, 6, 6) Oral ✓
2 High-Res Brain Source Imaging of MEG using a Vector Bayesian Beamformer with Noise learning Image Synthesis / Augmentation / Super-Resolution 5.33 (5, 5, 6) Poster ✓
3 OsteoOpt: A Bayesian Optimization Framework for Enhancing Bone Union Likelihood in Mandibular Reconstruction Surgery Computer Aided Diagnosis 5.33 (5, 5, 6) Poster ✓
4 A Multimodal Contrastive Learning for Detecting Aortic Dissection on 3D Non-Contrast CT with Anatomy Simplification Computer Aided Diagnosis 5.00 (5, 5, 5) Oral ✓
5 Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer’s Disease Conversion Prediction Image Synthesis / Augmentation / Super-Resolution 5.00 (5, 5, 5) Poster ✓
6 An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-Task Learning Computer Aided Diagnosis 5.00 (5, 5, 5) Oral ✓
7 Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method Image Synthesis / Augmentation / Super-Resolution 5.00 (5, 5, 5, 5) Poster ✓
8 DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities Image Segmentation 5.00 (4, 5, 6) Oral ✓
9 Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic Data Computational Anatomy and Physiology 5.00 (5, 5, 5) Poster ✓
10 Frequency Strikes Back: Boosting Parameter-Efficient Foundation Model Adaptation for Medical Imaging Brain 5.00 (5, 5, 5) Oral ✓
11 Generating Novel Brain Morphology by Deforming Learned Templates Image Synthesis / Augmentation / Super-Resolution 5.00 (5, 5, 5) Poster ✓
12 ITMatch: Arch-Guided Semi-Supervised Tooth Arrangement via Iterative Confidence Evaluation Computer Aided Diagnosis 5.00 (5, 5, 5) Poster ✓
13 Inferring Super-Resolved Gene Expression by Integrating Histology Images and Spatial Transcriptomics with HISTEX Computational (Integrative) Pathology 5.00 (4, 5, 5, 6) Poster ✓
14 Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Computer Aided Diagnosis 5.00 (4, 5, 6) Poster ✓
15 Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion Computer Aided Diagnosis 5.00 (4, 5, 6) Poster ✓
16 MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization Computer Aided Diagnosis 5.00 (4, 5, 6) Spotlight ✓
17 Meta-analysis guided multi-task graph transformer network for diagnosis of neurological disease and cognitive deficits Brain Network Analysis 5.00 (4, 5, 6) Poster ✓
18 Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts other 5.00 (4, 5, 6) Poster ✓
19 Multifrequency Neural Network-based Wave Inversion in MR Elastography Computational Anatomy and Physiology 5.00 (5, 5, 5) Poster ✓
20 P2INR-FWI: an Implicit Neural Representation Method for Speed of Sound Image Reconstruction in Ultrasound Computed Tomography Image Synthesis / Augmentation / Super-Resolution 5.00 (5, 5, 5) Poster ✓

Top 20 Papers (Rebuttal)

MICCAI 2025 reviewers recorded post-rebuttal verdicts (Accept/Reject) but no numeric scores. Ranked by post-rebuttal verdicts, then improvement over pre-rebuttal verdicts. Reviewers who did not respond post-rebuttal keep their original verdict.

# Title Subject Area Mean Reviewer
Score (Scores)		 Presentation Post-Rebuttal Verdicts
1 VesselGPT: Autoregressive Modeling of Vascular Geometry Computational Anatomy and Physiology 3.00 (3, 3, 3) Oral Accept, Accept, Accept
2 AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays Computer Aided Diagnosis 3.33 (3, 3, 4) Poster Accept, Accept, Accept
3 D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-invariant CAM Image Segmentation 3.33 (3, 3, 4) Poster Accept, Accept, Accept
4 Frequency-domain Multi-modal Fusion for Language-guided Medical Image Segmentation Anomaly Detection 3.33 (1, 4, 5) Poster Accept, Accept, Accept
5 Frequency-enhanced Multi-granularity Context Network for Efficient Vertebrae Segmentation Image Segmentation 3.33 (3, 3, 4) Poster Accept, Accept, Accept
6 GoCa: Trustworthy Multi-Modal RAG with Explicit Thinking Distillation for Reliable Decision-Making in Med-LVLMs Computer Aided Diagnosis 3.33 (3, 3, 4) Poster Accept, Accept, Accept
7 Neural Proteomics Fields for Super-resolved Spatial Proteomics Prediction Computational (Integrative) Pathology 3.33 (3, 3, 4) Poster Accept, Accept, Accept
8 Omni-Fusion of Spatial and Spectral for Hyperspectral Image Segmentation Computational (Integrative) Pathology 3.33 (3, 3, 4) Poster Accept, Accept, Accept
9 Segmentor-guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis Image Synthesis / Augmentation / Super-Resolution 3.33 (3, 3, 4) Poster Accept, Accept, Accept
10 UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation Anomaly Detection 3.33 (3, 3, 4) Poster Accept, Accept, Accept
11 3D Acetabular Surface Reconstruction from 2D Pre-operative X-ray Images using SRVF Elastic Registration and Deformation Graph Image Registration 3.67 (3, 4, 4) Oral Accept, Accept, Accept
12 A Boundary-aware Cold-Diffusion Model for Electron Microscopy Segmentation Image Segmentation 3.67 (2, 4, 5) Poster Accept, Accept, Accept
13 A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images Image Segmentation 3.67 (3, 4, 4) Poster Accept, Accept, Accept
14 A flexible deep learning framework for survival analysis with medical data Computational (Integrative) Pathology 3.67 (3, 4, 4) Spotlight Accept, Accept, Accept
15 Adaptively Distilled ControlNet: Accelerated Training and Superior Sampling for Medical Image Synthesis Image Segmentation 3.67 (3, 4, 4) Poster Accept, Accept, Accept
16 BaMCo: Balanced Multimodal Contrastive Learning for Knowledge-Driven Medical VQA Computer Aided Diagnosis 3.67 (2, 4, 5) Poster Accept, Accept, Accept
17 CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-View Digital Subtraction Angiography Computer Aided Diagnosis 3.67 (3, 4, 4) Poster Accept, Accept, Accept
18 Cycle Context Verification for In-Context Medical Image Segmentation Image Segmentation 3.67 (3, 4, 4) Poster Accept, Accept, Accept
19 DuoDent: Tooth Generation using Dual-Stream Diffusion with Normal Consistency Other 3.67 (3, 3, 5) Poster Accept, Accept, Accept
20 Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian Representation Image Registration 3.67 (3, 4, 4) Poster Accept, Accept, Accept