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Medical Image Analysis

Papers archive 2025-07-28

archive papers tagged: 1,360 · with a code link: 532 · where Syntology ran a sample: 87 (74 with a run with no instrument failure, 13 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (87 of 1,360 tagged: 74 with a run with no instrument failure, 13 where every run was a failure of Syntology's instrument)

Page 13 of 14: papers 1,201 to 1,300 of 1,360, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation
  23 Nov 2019 0 repositories listed
• Optimization with soft Dice can lead to a volumetric bias
  6 Nov 2019 0 repositories listed
• Unified Multi-scale Feature Abstraction for Medical Image Segmentation
  24 Oct 2019 0 repositories listed
• Deep generative model-driven multimodal prostate segmentation in radiotherapy
  23 Oct 2019 0 repositories listed
• Deep Semantic Segmentation of Natural and Medical Images: A Review
  16 Oct 2019 0 repositories listed
• Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
  11 Oct 2019 0 repositories listed
• REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs
  8 Oct 2019 0 repositories listed
• A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis
  7 Oct 2019 0 repositories listed
• Weakly supervised segmentation from extreme points
  2 Oct 2019 0 repositories listed
• Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients
  1 Oct 2019 0 repositories listed
• A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI
  20 Sep 2019 0 repositories listed
• Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients
  17 Sep 2019 0 repositories listed
• Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images
  9 Sep 2019 0 repositories listed
• Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images
  8 Sep 2019 0 repositories listed
• Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets
  2 Sep 2019 0 repositories listed
• KLDivNet: An unsupervised neural network for multi-modality image registration
  23 Aug 2019 0 repositories listed
• Dataset Growth in Medical Image Analysis Research
  21 Aug 2019 0 repositories listed
• End-to-End Boundary Aware Networks for Medical Image Segmentation
  21 Aug 2019 0 repositories listed
• A unified representation network for segmentation with missing modalities
  19 Aug 2019 0 repositories listed
• A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration
  16 Aug 2019 0 repositories listed
• SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis
  6 Aug 2019 0 repositories listed
• A Fast Content-Based Image Retrieval Method Using Deep Visual Features
  5 Aug 2019 0 repositories listed
• Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation
  26 Jul 2019 0 repositories listed
• Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation
  26 Jul 2019 0 repositories listed
• Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems
  24 Jul 2019 0 repositories listed
• Domain specific cues improve robustness of deep learning based segmentation of ct volumes
  23 Jul 2019 0 repositories listed
• Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators
  17 Jul 2019 0 repositories listed
• Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
  5 Jul 2019 0 repositories listed
• Dense Deformation Network for High Resolution Tissue Cleared Image Registration
  13 Jun 2019 0 repositories listed
• Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields
  11 Jun 2019 0 repositories listed
• A cost-reducing partial labeling estimator in text classification problem
  10 Jun 2019 0 repositories listed
• Transfer Learning for Ultrasound Tongue Contour Extraction with Different Domains
  10 Jun 2019 0 repositories listed
• Globally-Aware Multiple Instance Classifier for Breast Cancer Screening
  7 Jun 2019 0 repositories listed
• Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification
  7 Jun 2019 0 repositories listed
• A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging
  5 Jun 2019 0 repositories listed
• Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks
  5 Jun 2019 0 repositories listed
• Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks
  5 Jun 2019 0 repositories listed
• Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images
  1 Jun 2019 0 repositories listed
• A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods
  4 May 2019 0 repositories listed
• Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases
  19 Apr 2019 0 repositories listed
• Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net
  19 Apr 2019 0 repositories listed
• Texture image analysis and texture classification methods - A review
  13 Apr 2019 0 repositories listed
• Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds
  9 Apr 2019 0 repositories listed
• Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation
  28 Mar 2019 0 repositories listed
• InfoMask: Masked Variational Latent Representation to Localize Chest Disease
  28 Mar 2019 0 repositories listed
• Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information
  25 Mar 2019 0 repositories listed
• Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations
  22 Mar 2019 0 repositories listed
• Deep Learning for Automated Medical Image Analysis
  12 Mar 2019 0 repositories listed
• Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications
  12 Mar 2019 0 repositories listed
• Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data
  7 Mar 2019 0 repositories listed
• Prediction of treatment outcome for autism from structure of the brain based on sure independence screening
  26 Feb 2019 0 repositories listed
• A Survey of Crowdsourcing in Medical Image Analysis
  25 Feb 2019 0 repositories listed
• Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions
  15 Feb 2019 0 repositories listed
• Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features
  29 Jan 2019 0 repositories listed
• Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data
  25 Jan 2019 0 repositories listed
• Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification
  23 Jan 2019 0 repositories listed
• Robust Anomaly Detection in Images using Adversarial Autoencoders
  18 Jan 2019 0 repositories listed
• Population-Guided Large Margin Classifier for High-Dimension Low -Sample-Size Problems
  5 Jan 2019 0 repositories listed
• A Survey on Non-rigid 3D Shape Analysis
  25 Dec 2018 0 repositories listed
• Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images
  24 Dec 2018 0 repositories listed
• Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review
  20 Dec 2018 0 repositories listed
• A Tour of Unsupervised Deep Learning for Medical Image Analysis
  19 Dec 2018 0 repositories listed
• Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition
  4 Dec 2018 0 repositories listed
• Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction
  3 Dec 2018 0 repositories listed
• Phase Collaborative Network for Two-Phase Medical Image Segmentation
  28 Nov 2018 0 repositories listed
• ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks
  14 Nov 2018 0 repositories listed
• How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?
  13 Nov 2018 0 repositories listed
• Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey
  3 Nov 2018 0 repositories listed
• Anomaly Detection for imbalanced datasets with Deep Generative Models
  2 Nov 2018 0 repositories listed
• Improving CNN Training using Disentanglement for Liver Lesion Classification in CT
  1 Nov 2018 0 repositories listed
• Prediction of severity and treatment outcome for ASD from fMRI
  28 Oct 2018 0 repositories listed
• Beyond the Leaderboard: Insight and Deployment Challenges to Address Research Problems
  26 Oct 2018 0 repositories listed
• MedAL: Deep Active Learning Sampling Method for Medical Image Analysis
  25 Sep 2018 0 repositories listed
• Modern Convex Optimization to Medical Image Analysis
  24 Sep 2018 0 repositories listed
• A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration
  17 Sep 2018 0 repositories listed
• GANs for Medical Image Analysis
  13 Sep 2018 0 repositories listed
• Bimodal network architectures for automatic generation of image annotation from text
  5 Sep 2018 0 repositories listed
• Generating Highly Realistic Images of Skin Lesions with GANs
  5 Sep 2018 0 repositories listed
• On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains
  1 Sep 2018 0 repositories listed
• Improving Breast Cancer Detection using Symmetry Information with Deep Learning
  17 Aug 2018 0 repositories listed
• Building medical image classifiers with very limited data using segmentation networks
  15 Aug 2018 0 repositories listed
• Recurrent neural networks for aortic image sequence segmentation with sparse annotations
  1 Aug 2018 0 repositories listed
• Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors
  30 Jul 2018 0 repositories listed
• Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images
  29 Jul 2018 0 repositories listed
• Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy
  18 Jul 2018 0 repositories listed
• CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement
  18 Jul 2018 0 repositories listed
• 3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics
  17 Jul 2018 0 repositories listed
• Convolutional Sparse Kernel Network for Unsupervised Medical Image Analysis
  16 Jul 2018 0 repositories listed
• Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps
  16 Jul 2018 0 repositories listed
• Hydranet: Data Augmentation for Regression Neural Networks
  12 Jul 2018 0 repositories listed
• Reversed Active Learning based Atrous DenseNet for Pathological Image Classification
  6 Jul 2018 0 repositories listed
• Crowd disagreement about medical images is informative
  21 Jun 2018 0 repositories listed
• How Bad is Good enough: Noisy annotations for instrument pose estimation
  20 Jun 2018 0 repositories listed
• Automatic segmentation of prostate zones
  19 Jun 2018 0 repositories listed
• Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema in chest CT scans
  19 Jun 2018 0 repositories listed
• MedGAN: Medical Image Translation using GANs
  17 Jun 2018 0 repositories listed
• High Performance Computing in Medical Image Analysis HuSSaR
  16 Jun 2018 0 repositories listed
• Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN)
  31 May 2018 0 repositories listed
• Robust Tumor Localization with Pyramid Grad-CAM
  29 May 2018 0 repositories listed
• Training Medical Image Analysis Systems like Radiologists
  28 May 2018 0 repositories listed