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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 10 of 14: papers 901 to 1,000 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.

• An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
  9 Mar 2023 0 repositories listed
• MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images
  8 Mar 2023 0 repositories listed
• Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis
  6 Mar 2023 0 repositories listed
• Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning
  3 Mar 2023 0 repositories listed
• Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation
  28 Feb 2023 0 repositories listed
• Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers
  22 Feb 2023 0 repositories listed
• GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis
  17 Feb 2023 0 repositories listed
• A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
  10 Feb 2023 0 repositories listed
• Mixed-order self-paced curriculum learning for universal lesion detection
  9 Feb 2023 0 repositories listed
• Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation
  7 Feb 2023 0 repositories listed
• Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography
  6 Feb 2023 0 repositories listed
• Diffusion Denoising for Low-Dose-CT Model
  27 Jan 2023 0 repositories listed
• Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
  26 Jan 2023 0 repositories listed
• LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset
  16 Jan 2023 0 repositories listed
• Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior
  13 Jan 2023 0 repositories listed
• GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis
  11 Jan 2023 0 repositories listed
• Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset
  6 Jan 2023 0 repositories listed
• COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images
  4 Jan 2023 0 repositories listed
• A Loopback Network for Explainable Microvascular Invasion Classification
  1 Jan 2023 0 repositories listed
• Image To Tree with Recursive Prompting
  1 Jan 2023 0 repositories listed
• Unified Framework for Histopathology Image Augmentation and Classification via Generative Models
  20 Dec 2022 0 repositories listed
• UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment
  20 Dec 2022 0 repositories listed
• Shape Aware Automatic Region-of-Interest Subdivisions
  17 Dec 2022 0 repositories listed
• Bio-Inspired Feature Selection in Brain Disease Detection via an Improved Sparrow Search Algorithm
  9 Dec 2022 0 repositories listed
• 3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors
  8 Dec 2022 0 repositories listed
• A Trustworthy Framework for Medical Image Analysis with Deep Learning
  6 Dec 2022 0 repositories listed
• Investigating certain choices of CNN configurations for brain lesion segmentation
  2 Dec 2022 0 repositories listed
• Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation
  17 Nov 2022 0 repositories listed
• Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis
  16 Nov 2022 0 repositories listed
• Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation
  16 Nov 2022 0 repositories listed
• Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation
  10 Nov 2022 0 repositories listed
• Fine-tuned Generative Adversarial Network-based Model for Medical Image Super-Resolution
  1 Nov 2022 0 repositories listed
• From Nano to Macro: Overview of the IEEE Bio Image and Signal Processing Technical Committee
  31 Oct 2022 0 repositories listed
• 2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study
  29 Oct 2022 0 repositories listed
• Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image Sets
  19 Oct 2022 0 repositories listed
• Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
  5 Oct 2022 0 repositories listed
• Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review
  27 Sep 2022 0 repositories listed
• DomainATM: Domain Adaptation Toolbox for Medical Data Analysis
  24 Sep 2022 0 repositories listed
• Structure Guided Manifolds for Discovery of Disease Characteristics
  22 Sep 2022 0 repositories listed
• Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis
  21 Sep 2022 0 repositories listed
• Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation
  17 Sep 2022 0 repositories listed
• Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss
  16 Sep 2022 0 repositories listed
• Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis
  9 Sep 2022 0 repositories listed
• Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
  7 Sep 2022 0 repositories listed
• Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
  30 Aug 2022 0 repositories listed
• PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis
  19 Aug 2022 0 repositories listed
• Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
  15 Aug 2022 0 repositories listed
• Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students
  15 Aug 2022 0 repositories listed
• Recent Progress in Transformer-based Medical Image Analysis
  13 Aug 2022 0 repositories listed
• Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks
  12 Aug 2022 0 repositories listed
• Traditional methods in Edge, Corner and Boundary detection
  12 Aug 2022 0 repositories listed
• OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms
  11 Aug 2022 0 repositories listed
• Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices
  5 Aug 2022 0 repositories listed
• ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion
  4 Aug 2022 0 repositories listed
• Texture features in medical image analysis: a survey
  2 Aug 2022 0 repositories listed
• Information Gain Sampling for Active Learning in Medical Image Classification
  1 Aug 2022 0 repositories listed
• BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework
  31 Jul 2022 0 repositories listed
• Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation
  29 Jul 2022 0 repositories listed
• Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture
  21 Jul 2022 0 repositories listed
• Study of the performance and scalability of federated learning for medical imaging with intermittent clients
  18 Jul 2022 0 repositories listed
• Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation
  17 Jul 2022 0 repositories listed
• Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand
  15 Jul 2022 0 repositories listed
• Tutorial on the development of AI models for medical image analysis
  14 Jul 2022 0 repositories listed
• Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets
  5 Jul 2022 0 repositories listed
• Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer
  4 Jul 2022 0 repositories listed
• Fine-grained Correlation Loss for Regression
  1 Jul 2022 0 repositories listed
• Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions
  28 Jun 2022 0 repositories listed
• SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration
  27 Jun 2022 0 repositories listed
• Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification
  27 Jun 2022 0 repositories listed
• Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency
  21 Jun 2022 0 repositories listed
• Attention-based Dynamic Subspace Learners for Medical Image Analysis
  18 Jun 2022 0 repositories listed
• Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
  15 Jun 2022 0 repositories listed
• A Review of Causality for Learning Algorithms in Medical Image Analysis
  11 Jun 2022 0 repositories listed
• One Hyper-Initializer for All Network Architectures in Medical Image Analysis
  8 Jun 2022 0 repositories listed
• Medical Image Registration via Neural Fields
  7 Jun 2022 0 repositories listed
• Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection
  2 Jun 2022 0 repositories listed
• Suggestive Annotation of Brain MR Images with Gradient-guided Sampling
  2 Jun 2022 0 repositories listed
• Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training
  10 May 2022 0 repositories listed
• Can collaborative learning be private, robust and scalable?
  5 May 2022 0 repositories listed
• MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
  3 May 2022 0 repositories listed
• Masked Image Modeling Advances 3D Medical Image Analysis
  25 Apr 2022 0 repositories listed
• Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation
  23 Apr 2022 0 repositories listed
• Multi-organ Segmentation Network with Adversarial Performance Validator
  16 Apr 2022 0 repositories listed
• Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
  13 Apr 2022 0 repositories listed
• CD²-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
  8 Apr 2022 0 repositories listed
• Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers
  1 Apr 2022 0 repositories listed
• Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks
  31 Mar 2022 0 repositories listed
• Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection
  29 Mar 2022 0 repositories listed
• Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation
  26 Mar 2022 0 repositories listed
• Intrinsic Bias Identification on Medical Image Datasets
  24 Mar 2022 0 repositories listed
• Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward
  21 Mar 2022 0 repositories listed
• Parametric Scaling of Preprocessing assisted U-net Architecture for Improvised Retinal Vessel Segmentation
  18 Mar 2022 0 repositories listed
• Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation
  16 Mar 2022 0 repositories listed
• Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification
  15 Mar 2022 0 repositories listed
• DATR: Domain-adaptive transformer for multi-domain landmark detection
  12 Mar 2022 0 repositories listed
• LesionPaste: One-Shot Anomaly Detection for Medical Images
  12 Mar 2022 0 repositories listed
• Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond
  11 Mar 2022 0 repositories listed
• Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis
  7 Mar 2022 0 repositories listed
• Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis
  4 Mar 2022 0 repositories listed
• MixCL: Pixel label matters to contrastive learning
  4 Mar 2022 0 repositories listed