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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 12 of 14: papers 1,101 to 1,200 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.

• Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis
  4 Mar 2021 0 repositories listed
• Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models
  23 Feb 2021 0 repositories listed
• Domain Adaptation for Medical Image Analysis: A Survey
  18 Feb 2021 0 repositories listed
• Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images
  14 Feb 2021 0 repositories listed
• Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review
  5 Feb 2021 0 repositories listed
• Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis
  2 Feb 2021 0 repositories listed
• Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
  18 Jan 2021 0 repositories listed
• Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography
  15 Jan 2021 0 repositories listed
• Deep Learning applications for COVID-19
  11 Jan 2021 0 repositories listed
• Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer
  11 Jan 2021 0 repositories listed
• Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop
  1 Jan 2021 0 repositories listed
• Stabilized Medical Attacks
  1 Jan 2021 0 repositories listed
• A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images
  22 Dec 2020 0 repositories listed
• Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation
  16 Dec 2020 0 repositories listed
• Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods
  12 Dec 2020 0 repositories listed
• Privacy-preserving medical image analysis
  10 Dec 2020 0 repositories listed
• Deformable Gabor Feature Networks for Biomedical Image Classification
  7 Dec 2020 0 repositories listed
• Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy
  25 Nov 2020 0 repositories listed
• Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles
  24 Nov 2020 0 repositories listed
• A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification
  17 Nov 2020 0 repositories listed
• A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
  12 Nov 2020 0 repositories listed
• Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective
  4 Nov 2020 0 repositories listed
• Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading
  4 Nov 2020 0 repositories listed
• U-Net and its variants for medical image segmentation: theory and applications
  2 Nov 2020 0 repositories listed
• On the Performance of Convolutional Neural Networks under High and Low Frequency Information
  30 Oct 2020 0 repositories listed
• Does anatomical contextual information improve 3D U-Net based brain tumor segmentation?
  26 Oct 2020 0 repositories listed
• Context Aware 3D UNet for Brain Tumor Segmentation
  25 Oct 2020 0 repositories listed
• ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease
  16 Oct 2020 0 repositories listed
• Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications
  7 Oct 2020 0 repositories listed
• Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering
  6 Oct 2020 0 repositories listed
• Probabilistic 3D surface reconstruction from sparse MRI information
  5 Oct 2020 0 repositories listed
• Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review
  1 Oct 2020 0 repositories listed
• Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning
  28 Sep 2020 0 repositories listed
• Cross-Task Representation Learning for Anatomical Landmark Detection
  28 Sep 2020 0 repositories listed
• Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network
  25 Sep 2020 0 repositories listed
• Learning Image Labels On-the-fly for Training Robust Classification Models
  22 Sep 2020 0 repositories listed
• DeepDyve: Dynamic Verification for Deep Neural Networks
  21 Sep 2020 0 repositories listed
• Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method
  7 Sep 2020 0 repositories listed
• Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation
  1 Sep 2020 0 repositories listed
• Quality-aware semi-supervised learning for CMR segmentation
  1 Sep 2020 0 repositories listed
• CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration
  13 Aug 2020 0 repositories listed
• Switching Loss for Generalized Nucleus Detection in Histopathology
  9 Aug 2020 0 repositories listed
• Adversarial Data Augmentation via Deformation Statistics
  1 Aug 2020 0 repositories listed
• Paying Per-label Attention for Multi-label Extraction from Radiology Reports
  31 Jul 2020 0 repositories listed
• Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications
  20 Jul 2020 0 repositories listed
• Superpixel-Guided Label Softening for Medical Image Segmentation
  17 Jul 2020 0 repositories listed
• MeDaS: An open-source platform as service to help break the walls between medicine and informatics
  12 Jul 2020 0 repositories listed
• Generalization of Deep Convolutional Neural Networks -- A Case-study on Open-source Chest Radiographs
  11 Jul 2020 0 repositories listed
• Meta Corrupted Pixels Mining for Medical Image Segmentation
  7 Jul 2020 0 repositories listed
• Learning to Segment Anatomical Structures Accurately from One Exemplar
  6 Jul 2020 0 repositories listed
• Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors
  2 Jul 2020 0 repositories listed
• Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
  28 Jun 2020 0 repositories listed
• Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling
  26 Jun 2020 0 repositories listed
• ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation
  24 Jun 2020 0 repositories listed
• Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation
  23 Jun 2020 0 repositories listed
• Unified Representation Learning for Efficient Medical Image Analysis
  19 Jun 2020 0 repositories listed
• W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network
  11 Jun 2020 0 repositories listed
• Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
  10 Jun 2020 0 repositories listed
• Enhancing Foreground Boundaries for Medical Image Segmentation
  29 May 2020 0 repositories listed
• Explainable deep learning models in medical image analysis
  28 May 2020 0 repositories listed
• A Deep Learning based Fast Signed Distance Map Generation
  26 May 2020 0 repositories listed
• Kernel Self-Attention in Deep Multiple Instance Learning
  25 May 2020 0 repositories listed
• Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis
  24 May 2020 0 repositories listed
• Risk of Training Diagnostic Algorithms on Data with Demographic Bias
  20 May 2020 0 repositories listed
• Medical Image Generation using Generative Adversarial Networks
  19 May 2020 0 repositories listed
• An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation
  11 May 2020 0 repositories listed
• Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing
  11 May 2020 0 repositories listed
• Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation
  8 May 2020 0 repositories listed
• Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans
  7 May 2020 0 repositories listed
• AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography
  5 May 2020 0 repositories listed
• A scoping review of transfer learning research on medical image analysis using ImageNet
  27 Apr 2020 0 repositories listed
• A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis
  25 Apr 2020 0 repositories listed
• CAggNet: Crossing Aggregation Network for Medical Image Segmentation
  16 Apr 2020 0 repositories listed
• Extreme Consistency: Overcoming Annotation Scarcity and Domain Shifts
  15 Apr 2020 0 repositories listed
• Y-net: Biomedical Image Segmentation and Clustering
  12 Apr 2020 0 repositories listed
• Confident Coreset for Active Learning in Medical Image Analysis
  5 Apr 2020 0 repositories listed
• Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE)
  30 Mar 2020 0 repositories listed
• Reducing Magnetic Resonance Image Spacing by Learning Without Ground-Truth
  27 Mar 2020 0 repositories listed
• Eisen: a python package for solid deep learning
  18 Mar 2020 0 repositories listed
• 3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images
  17 Mar 2020 0 repositories listed
• SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
  12 Mar 2020 0 repositories listed
• Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking
  8 Mar 2020 0 repositories listed
• BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
  3 Mar 2020 0 repositories listed
• Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography
  1 Mar 2020 0 repositories listed
• Self-supervised Representation Learning for Ultrasound Video
  28 Feb 2020 0 repositories listed
• Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions
  22 Feb 2020 0 repositories listed
• 4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model
  17 Feb 2020 0 repositories listed
• A Novel and Efficient Tumor Detection Framework for Pancreatic Cancer via CT Images
  11 Feb 2020 0 repositories listed
• Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images
  11 Feb 2020 0 repositories listed
• Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer
  9 Feb 2020 0 repositories listed
• Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives
  26 Jan 2020 0 repositories listed
• Multi-Task Deep Learning: Simultaneous Segmentation and Survival Analysis via Cox Proportional Hazards Regression
  25 Jan 2020 0 repositories listed
• Suggestive Labelling for Medical Image Analysis by Adaptive Latent Space Sampling
  25 Jan 2020 0 repositories listed
• Training Models 20X Faster in Medical Image Analysis
  25 Jan 2020 0 repositories listed
• Robustness of Brain Tumor Segmentation
  24 Dec 2019 0 repositories listed
• Multimodal Self-Supervised Learning for Medical Image Analysis
  11 Dec 2019 0 repositories listed
• Understanding 3D CNN Behavior for Alzheimer's Disease Diagnosis from Brain PET Scan
  10 Dec 2019 0 repositories listed
• Selective Synthetic Augmentation with Quality Assurance
  9 Dec 2019 0 repositories listed
• Deep learning with noisy labels: exploring techniques and remedies in medical image analysis
  5 Dec 2019 0 repositories listed
• OASIS: One-pass aligned Atlas Set for Image Segmentation
  5 Dec 2019 0 repositories listed