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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 11 of 14: papers 1,001 to 1,100 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.

• A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning
  1 Mar 2022 0 repositories listed
• Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform
  27 Feb 2022 0 repositories listed
• Diffeomorphic Image Registration with Neural Velocity Field
  25 Feb 2022 0 repositories listed
• Transformers in Medical Image Analysis: A Review
  24 Feb 2022 0 repositories listed
• Augmentation based unsupervised domain adaptation
  23 Feb 2022 0 repositories listed
• Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept
  22 Feb 2022 0 repositories listed
• An overview of deep learning in medical imaging
  17 Feb 2022 0 repositories listed
• A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing
  17 Feb 2022 0 repositories listed
• Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications
  17 Feb 2022 0 repositories listed
• Deep Learning for Computational Cytology: A Survey
  10 Feb 2022 0 repositories listed
• Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment
  7 Feb 2022 0 repositories listed
• Mapping DNN Embedding Manifolds for Network Generalization Prediction
  3 Feb 2022 0 repositories listed
• A training-free recursive multiresolution framework for diffeomorphic deformable image registration
  1 Feb 2022 0 repositories listed
• A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis
  28 Jan 2022 0 repositories listed
• Class-Aware Adversarial Transformers for Medical Image Segmentation
  26 Jan 2022 0 repositories listed
• Virtual Adversarial Training for Semi-supervised Breast Mass Classification
  25 Jan 2022 0 repositories listed
• Modality Bank: Learn multi-modality images across data centers without sharing medical data
  22 Jan 2022 0 repositories listed
• The Security of Deep Learning Defences for Medical Imaging
  21 Jan 2022 0 repositories listed
• MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
  10 Jan 2022 0 repositories listed
• Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity
  4 Jan 2022 0 repositories listed
• CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning
  1 Jan 2022 0 repositories listed
• Explainable Medical Imaging AI Needs Human-Centered Design: Guidelines and Evidence from a Systematic Review
  21 Dec 2021 0 repositories listed
• Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications
  14 Dec 2021 0 repositories listed
• Dynamic multi feature-class Gaussian process models
  8 Dec 2021 0 repositories listed
• Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
  8 Dec 2021 0 repositories listed
• Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography
  8 Dec 2021 0 repositories listed
• Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data
  2 Dec 2021 0 repositories listed
• FedDropoutAvg: Generalizable federated learning for histopathology image classification
  25 Nov 2021 0 repositories listed
• Computer Vision for Supporting Image Search
  16 Nov 2021 0 repositories listed
• Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention
  5 Nov 2021 0 repositories listed
• Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods
  1 Nov 2021 0 repositories listed
• C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation
  29 Oct 2021 0 repositories listed
• Dispensed Transformer Network for Unsupervised Domain Adaptation
  28 Oct 2021 0 repositories listed
• PL-Net: Progressive Learning Network for Medical Image Segmentation
  27 Oct 2021 0 repositories listed
• Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients
  25 Oct 2021 0 repositories listed
• MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis
  12 Oct 2021 0 repositories listed
• Moment evolution equations and moment matching for stochastic image EPDiff
  7 Oct 2021 0 repositories listed
• Transferability Estimation for Semantic Segmentation Task
  30 Sep 2021 0 repositories listed
• A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis
  29 Sep 2021 0 repositories listed
• AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis
  29 Sep 2021 0 repositories listed
• Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout
  29 Sep 2021 0 repositories listed
• Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling
  28 Sep 2021 0 repositories listed
• A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation
  22 Sep 2021 0 repositories listed
• Transformer-Unet: Raw Image Processing with Unet
  17 Sep 2021 0 repositories listed
• SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation
  8 Sep 2021 0 repositories listed
• Studying the Effects of Self-Attention for Medical Image Analysis
  2 Sep 2021 0 repositories listed
• TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes
  1 Sep 2021 0 repositories listed
• Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey
  19 Aug 2021 0 repositories listed
• A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework
  18 Aug 2021 0 repositories listed
• SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation
  13 Aug 2021 0 repositories listed
• Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future
  10 Aug 2021 0 repositories listed
• NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration
  7 Aug 2021 0 repositories listed
• Can non-specialists provide high quality gold standard labels in challenging modalities?
  30 Jul 2021 0 repositories listed
• Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease
  27 Jul 2021 0 repositories listed
• Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network
  24 Jul 2021 0 repositories listed
• Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?
  23 Jul 2021 0 repositories listed
• Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
  22 Jul 2021 0 repositories listed
• Towards Privacy-preserving Explanations in Medical Image Analysis
  20 Jul 2021 0 repositories listed
• Compound Figure Separation of Biomedical Images with Side Loss
  19 Jul 2021 0 repositories listed
• Transductive image segmentation: Self-training and effect of uncertainty estimation
  19 Jul 2021 0 repositories listed
• Out of Distribution Detection and Adversarial Attacks on Deep Neural Networks for Robust Medical Image Analysis
  10 Jul 2021 0 repositories listed
• Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images
  1 Jul 2021 0 repositories listed
• Estimating MRI Image Quality via Image Reconstruction Uncertainty
  21 Jun 2021 0 repositories listed
• How can we learn (more) from challenges? A statistical approach to driving future algorithm development
  17 Jun 2021 0 repositories listed
• Multi-scale Neural ODEs for 3D Medical Image Registration
  16 Jun 2021 0 repositories listed
• CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning
  11 Jun 2021 0 repositories listed
• Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning
  8 Jun 2021 0 repositories listed
• Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation
  3 Jun 2021 0 repositories listed
• SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation
  3 Jun 2021 0 repositories listed
• Recent advances and clinical applications of deep learning in medical image analysis
  27 May 2021 0 repositories listed
• Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation
  25 May 2021 0 repositories listed
• Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
  25 May 2021 0 repositories listed
• A low-rank representation for unsupervised registration of medical images
  20 May 2021 0 repositories listed
• Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
  20 May 2021 0 repositories listed
• Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images
  19 May 2021 0 repositories listed
• CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis
  5 May 2021 0 repositories listed
• Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain
  5 May 2021 0 repositories listed
• Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer
  5 May 2021 0 repositories listed
• Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph
  29 Apr 2021 0 repositories listed
• Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays
  28 Apr 2021 0 repositories listed
• Medical Transformer: Universal Brain Encoder for 3D MRI Analysis
  28 Apr 2021 0 repositories listed
• Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study
  26 Apr 2021 0 repositories listed
• A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation
  22 Apr 2021 0 repositories listed
• Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation
  20 Apr 2021 0 repositories listed
• Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation
  13 Apr 2021 0 repositories listed
• Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation
  5 Apr 2021 0 repositories listed
• Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation
  2 Apr 2021 0 repositories listed
• Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images
  31 Mar 2021 0 repositories listed
• Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation
  30 Mar 2021 0 repositories listed
• Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future
  27 Mar 2021 0 repositories listed
• Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review
  25 Mar 2021 0 repositories listed
• Channel Scaling: A Scale-and-Select Approach for Transfer Learning
  22 Mar 2021 0 repositories listed
• Variational Knowledge Distillation for Disease Classification in Chest X-Rays
  19 Mar 2021 0 repositories listed
• Cascaded Feature Warping Network for Unsupervised Medical Image Registration
  15 Mar 2021 0 repositories listed
• Deep Learning for Chest X-ray Analysis: A Survey
  15 Mar 2021 0 repositories listed
• Principled Ultrasound Data Augmentation for Classification of Standard Planes
  14 Mar 2021 0 repositories listed
• TransMed: Transformers Advance Multi-modal Medical Image Classification
  10 Mar 2021 0 repositories listed
• Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics
  9 Mar 2021 0 repositories listed
• Deep reinforcement learning in medical imaging: A literature review
  5 Mar 2021 0 repositories listed
• FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation
  5 Mar 2021 0 repositories listed