MICCAI 2024 Marrakesh, Morocco
MICCAI 2024
Marrakesh, Morocco
Papers
856
Unique Authors
3,856
With Code
67.9%
Avg Review Score
3.91 / 6

Browse all 856 papers from 2024 in the searchable list.

Semantic Map

856 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 (2024 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 · 9.9% of submissions were early-accepted (no rebuttal round).

Code & Research Trends

Code Availability by Subject Area

Areas with ≥ 8 papers

67.9% overall

Research Buzzword Frequency

Matched against title + abstract (may overlap)

Co-authorship Network

Authors with ≥ 6 papers at MICCAI 2024

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. A New Non-Invasive AI-Based Diagnostic System for Automated Diagnosis of Acute Renal Re… 29 words
  2. Improved Classification Learning from Highly Imbalanced Multi-Label Datasets of Inflame… 24 words
  3. Active Label Refinement for Robust Training of Imbalanced Medical Image Classification … 19 words
  4. Analyzing Cross-Population Domain Shift in Chest X-Ray Image Classification and Mitigat… 18 words
  5. Automatic Mandibular Semantic Segmentation of Teeth Pulp Cavity and Root Canals, and In… 18 words
Shortest Titles
  1. Anatomy-guided Pathology Segmentation 3 words
  2. Anatomical Positional Embeddings 3 words
  3. Towards Explainable Automated Neuroanatomy 4 words
  4. Longitudinal Mammogram Risk Prediction 4 words
  5. Jumpstarting Surgical Computer Vision 4 words
Most Authors
  1. Confidence intervals uncovered: Are we ready for real-world medical imaging AI? 22 authors
  2. PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub… 16 authors
  3. An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation 14 authors
  4. EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsul… 13 authors
  5. Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos 13 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 MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer Oncology 5.67 (5, 6, 6) Oral ✓
2 BiasPruner: Debiased Continual Learning for Medical Image Classification Dermatology 5.33 (5, 5, 6) Oral ✓
3 HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation Image Segmentation 5.33 (4, 6, 6) Oral ✓
4 IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations Image Formation and Reconstruction 5.33 (5, 5, 6) Oral ✓
5 WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images Computational (Integrative) Pathology 5.33 (5, 5, 6) Oral ✓
6 A Clinical-oriented Lightweight Network for High-resolution Medical Image Enhancement Image Formation and Reconstruction 5.00 (4, 5, 6) Oral ✓
7 A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability Human-centred AI in Medical Imaging 5.00 (4, 5, 6) Oral ✓
8 Automated Robust Muscle Segmentation in Multi-level Contexts using a Probabilistic Inference Framework Musculoskeletal 5.00 (5, 5, 5) Poster ✓
9 Biophysics-based data assimilation of longitudinal tau and amyloid-β PET scans Computational (Integrative) Pathology 5.00 (5, 5, 5) Oral ✓
10 CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths Neuroimaging - Others 5.00 (4, 5, 6) Oral ✓
11 Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba Cardiac 5.00 (5, 5, 5) Oral ✓
12 CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis Other 5.00 (4, 5, 6) Oral ✓
13 Consecutive-Contrastive Spherical U-net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-duration fMRI Scans Neuroimaging - Functional Brain Networks 5.00 (5, 5, 5) Poster ✓
14 DB-SAM: Delving into High Quality Universal Medical Image Segmentation Image Segmentation 5.00 (5, 5, 5) Oral ✓
15 Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding Computer Aided Diagnosis, Treatment Response, and Outcome Prediction 5.00 (5, 5, 5) Oral ✓
16 Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge Neuroimaging - Others 5.00 (5, 5, 5) Oral ✓
17 Hybrid-Structure-Oriented Transformer for Arm Musculoskeletal Ultrasound Segmentation Musculoskeletal 5.00 (5, 5, 5) Oral ✓
18 Is this hard for you? Personalized human difficulty estimation for skin lesion diagnosis Dermatology 5.00 (5, 5, 5) Oral ✓
19 IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI Neuroimaging - Others 5.00 (4, 5, 6) Oral ✓
20 KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Computer Aided Diagnosis, Treatment Response, and Outcome Prediction 5.00 (4, 5, 6) Poster ✓

Top 20 Papers (Rebuttal)

Papers with numeric post-rebuttal reviewer scores, ranked by mean post-rebuttal score. Reviewers who did not respond post-rebuttal keep their original score.

# Title Subject Area Mean Reviewer
Score (Scores)		 Presentation Mean Post-Rebuttal Score (Scores)
1 Few Slices Suffice: Multi-Faceted Consistency Learning with Active Cross-Annotation for Barely-supervised 3D Medical Image Segmentation Data Efficient Learning 4.00 (3, 4, 5) Oral 5.33 (6, 5, 5)
2 Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development Neuroimaging - Brain Development 4.00 (3, 4, 5) Oral 5.33 (5, 6, 5)
3 Topological SLAM in colonoscopies leveraging deep features and topological priors Image-Guided Interventions and Surgery 3.00 (2, 2, 5) Oral 5.00 (5, 5, 5)
4 Explainable vertebral fracture analysis with uncertainty estimation using differentiable rule-based classification Computer Aided Diagnosis, Treatment Response, and Outcome Prediction 3.67 (2, 4, 5) Poster 5.00 (5, 5, 5)
5 A New Benchmark In Vivo Paired Dataset for Laparoscopic Image De-smoking Abdomen 4.00 (3, 4, 5) Poster 5.00 (5, 5, 5)
6 Convolutional Implicit Neural Representation of pathology whole-slide images Computational (Integrative) Pathology 4.00 (2, 5, 5) Poster 5.00 (5, 5, 5)
7 Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion Image-based Personalised Medicine 4.00 (2, 5, 5) Oral 5.00 (5, 5, 5)
8 TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion Ophthalmology 4.00 (3, 4, 5) Poster 5.00 (5, 5, 5)
9 Towards Integrating Epistemic Uncertainty Estimation into the Radiotherapy Workflow Oncology 4.00 (2, 5, 5) Poster 5.00 (5, 5, 5)
10 Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets Abdomen 4.33 (2, 5, 6) Oral 5.00 (4, 5, 6)
11 Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification Neuroimaging - DWI and Tractography 4.00 (3, 4, 4, 5) Poster 4.75 (5, 5, 4, 5)
12 DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification Computational (Integrative) Pathology 4.25 (3, 4, 4, 6) Oral 4.75 (4, 5, 4, 6)
13 Detecting noisy labels with repeated cross-validations Computer Aided Diagnosis, Treatment Response, and Outcome Prediction 3.00 (1, 4, 4) Poster 4.67 (4, 5, 5)
14 3D Spine Shape Estimation from Single 2D DXA Computer Aided Diagnosis, Treatment Response, and Outcome Prediction 3.33 (2, 4, 4) Oral 4.67 (4, 5, 5)
15 3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation Image Formation and Reconstruction 3.33 (3, 3, 4) Poster 4.67 (5, 4, 5)
16 A task-conditional mixture-of-experts model for missing modality segmentation Neuroimaging - Others 3.33 (3, 3, 4) Poster 4.67 (4, 5, 5)
17 BrainWaveNet: Wavelet-based Transformer for Autism Spectrum Disorder Diagnosis Neuroimaging - Functional Brain Networks 3.33 (2, 4, 4) Oral 4.67 (5, 4, 5)
18 CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Image Segmentation 3.33 (3, 3, 4) Poster 4.67 (4, 6, 4)
19 On predicting 3D bone locations inside the human body Musculoskeletal 3.33 (3, 3, 4) Poster 4.67 (4, 5, 5)
20 Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding Neuroimaging - Others 3.67 (3, 4, 4) Poster 4.67 (4, 5, 5)