Browse State-of-the-Art › Medical Image Analysis › Papers, page 9

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 9 of 14: papers 801 to 900 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.

• Deep Conditional Shape Models for 3D cardiac image segmentation
  16 Oct 2023 0 repositories listed
• Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks
  12 Oct 2023 0 repositories listed
• Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors
  12 Oct 2023 0 repositories listed
• Data efficient deep learning for medical image analysis: A survey
  10 Oct 2023 0 repositories listed
• Exploring adversarial attacks in federated learning for medical imaging
  10 Oct 2023 0 repositories listed
• Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis
  10 Oct 2023 0 repositories listed
• A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods
  9 Oct 2023 0 repositories listed
• ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data
  8 Oct 2023 0 repositories listed
• Domain Generalization for Medical Image Analysis: A Review
  5 Oct 2023 0 repositories listed
• Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts
  4 Oct 2023 0 repositories listed
• Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models
  4 Oct 2023 0 repositories listed
• AI-based association analysis for medical imaging using latent-space geometric confounder correction
  3 Oct 2023 0 repositories listed
• A Framework for Interpretability in Machine Learning for Medical Imaging
  2 Oct 2023 0 repositories listed
• Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
  2 Oct 2023 0 repositories listed
• Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis
  2 Oct 2023 0 repositories listed
• MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images
  30 Sep 2023 0 repositories listed
• Understanding Calibration of Deep Neural Networks for Medical Image Classification
  22 Sep 2023 0 repositories listed
• Multi-Task Cooperative Learning via Searching for Flat Minima
  21 Sep 2023 0 repositories listed
• A Systematic Review of Few-Shot Learning in Medical Imaging
  20 Sep 2023 0 repositories listed
• An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports
  4 Sep 2023 0 repositories listed
• Leveraging Semi-Supervised Graph Learning for Enhanced Diabetic Retinopathy Detection
  2 Sep 2023 0 repositories listed
• How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis
  1 Sep 2023 0 repositories listed
• Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation
  29 Aug 2023 0 repositories listed
• Using deep learning for an automatic detection and classification of the vascular bifurcations along the Circle of Willis
  29 Aug 2023 0 repositories listed
• ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation
  26 Aug 2023 0 repositories listed
• Efficient Annotation for Medical Image Analysis: A One-Pass Selective Annotation Approach
  25 Aug 2023 0 repositories listed
• DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images
  24 Aug 2023 0 repositories listed
• IP-UNet: Intensity Projection UNet Architecture for 3D Medical Volume Segmentation
  24 Aug 2023 0 repositories listed
• Prediction of Pneumonia and COVID-19 Using Deep Neural Networks
  20 Aug 2023 0 repositories listed
• DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks
  14 Aug 2023 0 repositories listed
• Classification of White Blood Cells Using Machine and Deep Learning Models: A Systematic Review
  11 Aug 2023 0 repositories listed
• From CNN to Transformer: A Review of Medical Image Segmentation Models
  10 Aug 2023 0 repositories listed
• Rapid Training Data Creation by Synthesizing Medical Images for Classification and Localization
  9 Aug 2023 0 repositories listed
• SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation
  9 Aug 2023 0 repositories listed
• Few-shot medical image classification with simple shape and texture text descriptors using vision-language models
  8 Aug 2023 0 repositories listed
• Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs
  8 Aug 2023 0 repositories listed
• Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation
  2 Aug 2023 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification
  1 Aug 2023 0 repositories listed
• Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN
  31 Jul 2023 0 repositories listed
• Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification
  24 Jul 2023 0 repositories listed
• Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review
  24 Jul 2023 0 repositories listed
• Is attention all you need in medical image analysis? A review
  24 Jul 2023 0 repositories listed
• SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation
  24 Jul 2023 0 repositories listed
• Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion
  24 Jul 2023 0 repositories listed
• Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation
  21 Jul 2023 0 repositories listed
• A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading
  19 Jul 2023 0 repositories listed
• Challenge Results Are Not Reproducible
  14 Jul 2023 0 repositories listed
• DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation
  13 Jul 2023 0 repositories listed
• Invariant Scattering Transform for Medical Imaging
  7 Jul 2023 0 repositories listed
• Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI
  4 Jul 2023 0 repositories listed
• Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis
  4 Jul 2023 0 repositories listed
• Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification
  30 Jun 2023 0 repositories listed
• Learning Nuclei Representations with Masked Image Modelling
  29 Jun 2023 0 repositories listed
• NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images
  27 Jun 2023 0 repositories listed
• SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation
  19 Jun 2023 0 repositories listed
• A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation
  14 Jun 2023 0 repositories listed
• Intelligent Multi-channel Meta-imagers for Accelerating Machine Vision
  12 Jun 2023 0 repositories listed
• Federated Learning for Medical Image Analysis: A Survey
  9 Jun 2023 0 repositories listed
• LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms
  9 Jun 2023 0 repositories listed
• On the Challenges and Perspectives of Foundation Models for Medical Image Analysis
  9 Jun 2023 0 repositories listed
• Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions
  9 Jun 2023 0 repositories listed
• AutoML Systems For Medical Imaging
  7 Jun 2023 0 repositories listed
• Generative Adversarial Networks for Data Augmentation
  3 Jun 2023 0 repositories listed
• SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis
  31 May 2023 0 repositories listed
• Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation
  25 May 2023 0 repositories listed
• Leveraging object detection for the identification of lung cancer
  25 May 2023 0 repositories listed
• Semantic Segmentation by Semantic Proportions
  24 May 2023 0 repositories listed
• Segmentation of Aortic Vessel Tree in CT Scans with Deep Fully Convolutional Networks
  16 May 2023 0 repositories listed
• Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
  14 May 2023 0 repositories listed
• Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation
  13 May 2023 0 repositories listed
• Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation
  11 May 2023 0 repositories listed
• Towards unraveling calibration biases in medical image analysis
  9 May 2023 0 repositories listed
• Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework
  8 May 2023 0 repositories listed
• Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey
  5 May 2023 0 repositories listed
• Semantic Segmentation using Vision Transformers: A survey
  5 May 2023 0 repositories listed
• HAISTA-NET: Human Assisted Instance Segmentation Through Attention
  4 May 2023 0 repositories listed
• Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features
  4 May 2023 0 repositories listed
• SAM on Medical Images: A Comprehensive Study on Three Prompt Modes
  28 Apr 2023 0 repositories listed
• A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice
  23 Apr 2023 0 repositories listed
• Vision Transformer for Efficient Chest X-ray and Gastrointestinal Image Classification
  23 Apr 2023 0 repositories listed
• Invariant Scattering Transform for Medical Imaging
  20 Apr 2023 0 repositories listed
• Denoising Diffusion Medical Models
  19 Apr 2023 0 repositories listed
• Detection and Classification of Glioblastoma Brain Tumor
  18 Apr 2023 0 repositories listed
• When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation
  17 Apr 2023 0 repositories listed
• Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble
  14 Apr 2023 0 repositories listed
• Scale-Space Hypernetworks for Efficient Biomedical Imaging
  11 Apr 2023 0 repositories listed
• Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
  9 Apr 2023 0 repositories listed
• Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation
  29 Mar 2023 0 repositories listed
• A Comparative Study of Federated Learning Models for COVID-19 Detection
  28 Mar 2023 0 repositories listed
• Evaluating the Effectiveness of 2D and 3D Features for Predicting Tumor Response to Chemotherapy
  28 Mar 2023 0 repositories listed
• Medical Image Analysis using Deep Relational Learning
  28 Mar 2023 0 repositories listed
• MoViT: Memorizing Vision Transformers for Medical Image Analysis
  27 Mar 2023 0 repositories listed
• Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation
  23 Mar 2023 0 repositories listed
• Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
  22 Mar 2023 0 repositories listed
• Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations
  19 Mar 2023 0 repositories listed
• Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring
  17 Mar 2023 0 repositories listed
• Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation
  16 Mar 2023 0 repositories listed
• UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan
  15 Mar 2023 0 repositories listed
• Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation
  14 Mar 2023 0 repositories listed
• Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment
  14 Mar 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.