MICCAI 2021 Strasbourg, France (Virtual)
MICCAI 2021
Strasbourg, France (Virtual)
Papers
531
Unique Authors
2,380
With Code
51.0%
Avg Review Score
6.54 / 9

Browse all 531 papers from 2021 in the searchable list.

Semantic Map

531 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. Authors are matched by name.

Review Analysis

Review Score Distribution

Raw 1-9 scale (2021 scoring)

Reviewer Disagreement

Max − min score per paper

Code & Research Trends

Code Availability by Subject Area

Areas with ≥ 8 papers

51.0% overall

Research Buzzword Frequency

Matched against title + abstract (may overlap)

Co-authorship Network

Authors with ≥ 4 papers at MICCAI 2021

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. Authors are matched by name.

Paper Title Patterns

Title length and most common first words

Articles and prepositions excluded from first-word count

Title & Author Extremes

Longest Titles
  1. Explainable Classification of Weakly Annotated Wireless Capsule Endoscopy Images based … 20 words
  2. TVnet: Automated Time-Resolved Tracking of the Tricuspid Valve Plane in MRI Long-Axis C… 20 words
  3. Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images … 19 words
  4. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance i… 19 words
  5. From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellu… 19 words
Shortest Titles
  1. Annotation-efficient Cell Counting 3 words
  2. Active Cortex Tractography 3 words
  3. Universal Undersampled MRI Reconstruction 4 words
  4. Self-Supervised Longitudinal Neighbourhood Embedding 4 words
  5. One-Shot Medical Landmark Detection 4 words
Most Authors
  1. AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions 16 authors
  2. Pristine annotations-based multi-modal trained artificial intelligence solution to tria… 16 authors
  3. NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale 15 authors
  4. A self-supervised deep framework for reference bony shape estimation in orthognathic su… 14 authors
  5. Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movemen… 14 authors

Top Papers

Top 20 Papers (Overall)

Ranked by mean reviewer score (1-9 scale)

# Title Subject Area Mean Reviewer
Score (Scores)		 Presentation Early Accept?
1 Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation Lung 8.67 (8, 9, 9) Oral ✓
2 Do we need complex image features to personalize treatment of patients with locally advanced rectal cancer? Oncology 8.67 (8, 9, 9) Poster ✓
3 Hierarchical graph pathomic network for progression free survival prediction Computational (Integrative) Pathology 8.67 (8, 9, 9) Poster ✓
4 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Image Segmentation 8.50 (8, 9) Oral ✓
5 A Hierarchical Feature Constraint to CamouflageMedical Adversarial Attacks other 8.33 (8, 9, 8) Poster ✓
6 Comprehensive Importance-based Selective Regularization for Continual Segmentation Across Multiple Sites Abdomen 8.33 (8, 9, 8) Poster ✓
7 Continuous-Time Deep Glioma Growth Models Oncology 8.33 (7, 9, 9) Poster ✓
8 Cross-modal Attention for MRI and Ultrasound Volume Registration Image Registration 8.33 (7, 9, 9) Oral ✓
9 Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field Microscopy 8.33 (9, 7, 9) Poster ✓
10 Learned super resolution ultrasound for improved breast lesion characterization Breast 8.33 (8, 8, 9) Oral ✗
11 Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning Dermatology 8.33 (8, 7, 10) Oral ✓
12 Quantitative Assessments for Ultrasound Probe Calibration Image-Guided Interventions and Surgery 8.33 (9, 9, 7) Oral ✗
13 Selective Learning from External Data for CT Image Segmentation Abdomen 8.33 (8, 9, 8) Poster ✓
14 Variational Topic Inference for Chest X-Ray Report Generation Lung 8.33 (9, 9, 7) Oral ✓
15 Conditional Deformable Image Registration with Convolutional Neural Network Image Registration 8.00 (9, 7, 8) Oral ✓
16 Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images Self-supervised learning 8.00 (8, 8, 8) Poster ✓
17 Controllable cardiac synthesis via disentangled anatomy arithmetic Cardiac 8.00 (8, 8, 8) Oral ✓
18 Demystifying T1-MRI to FDG18-PET Image Translation via Representational Similarity Neuroimaging - Others 8.00 (6, 10, 8) Oral ✓
19 Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images Computer Aided Diagnosis 8.00 (6, 9, 9) Poster ✓
20 Federated Contrastive Learning for Volumetric Medical Image Segmentation Image Segmentation 8.00 (8, 8, 8) Oral ✓

Top 20 Papers (Rebuttal)

Not available for MICCAI 2021, because the open-access review data for this year contains no post-rebuttal reviewer scores or verdicts, so a rebuttal ranking cannot be built.