Browse State-of-the-Art › Medical Image Analysis › Papers, page 6

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 6 of 14: papers 501 to 600 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.

• O-MedAL: Online Active Deep Learning for Medical Image Analysis
  28 Aug 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound
  21 Aug 2019 1 repository listed
• Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
  30 Jul 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation
  25 Jul 2019 1 repository listed
• Is Texture Predictive for Age and Sex in Brain MRI?
  25 Jul 2019 1 repository listed
• Multiple Landmark Detection using Multi-Agent Reinforcement Learning
  30 Jun 2019 1 repository listed
• On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks
  28 Jun 2019 1 repository listed
• Denoising of MR images with Rician noise using a wider neural network and noise range division
  17 Jun 2019 1 repository listed
• Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
  6 Jun 2019 1 repository listed
• Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification
  29 Apr 2019 1 repository listed
• Metric Learning for Image Registration
  21 Apr 2019 1 repository listed
• SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition
  14 Mar 2019 1 repository listed
• Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis
  18 Dec 2018 1 repository listed
• Evaluating the Impact of Intensity Normalization on MR Image Synthesis
  11 Dec 2018 1 repository listed
• An overview of deep learning in medical imaging focusing on MRI
  25 Nov 2018 1 repository listed
• Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer
  5 Oct 2018 1 repository listed
• RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification
  30 Sep 2018 1 repository listed
• Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network
  12 Aug 2018 1 repository listed
• Capsule Networks against Medical Imaging Data Challenges
  19 Jul 2018 1 repository listed
• A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation
  16 Jul 2018 1 repository listed
• Deep Residual Network based Automatic Image Grading for Diabetic Macular Edema
  1 Jul 2018 1 repository listed
• Cancer Metastasis Detection With Neural Conditional Random Field
  19 Jun 2018 1 repository listed
• Nonparametric Density Flows for MRI Intensity Normalisation
  7 Jun 2018 1 repository listed
• Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
  2 May 2018 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Roto-Translation Covariant Convolutional Networks for Medical Image Analysis
  10 Apr 2018 1 repository listed
• Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
  12 Mar 2018 1 repository listed
• Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation
  29 Dec 2017 1 repository listed
• 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes
  23 Nov 2017 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Detecting and classifying lesions in mammograms with Deep Learning
  26 Jul 2017 1 repository listed
• Exploring the similarity of medical imaging classification problems
  12 Jun 2017 1 repository listed
• Synthesizing Filamentary Structured Images with GANs
  7 Jun 2017 1 repository listed
• Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds
  26 Feb 2016 1 repository listed
• MUPAX: Multidimensional Problem Agnostic eXplainable AI
  17 Jul 2025 0 repositories listed
• MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification
  26 Jun 2025 0 repositories listed
• U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs
  25 Jun 2025 0 repositories listed
• A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images
  23 Jun 2025 0 repositories listed
• Multimodal Medical Image Binding via Shared Text Embeddings
  22 Jun 2025 0 repositories listed
• Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images
  18 Jun 2025 0 repositories listed
• FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation
  18 Jun 2025 0 repositories listed
• BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification with Swin-HAFNet
  17 Jun 2025 0 repositories listed
• 3D Skin Segmentation Methods in Medical Imaging: A Comparison
  13 Jun 2025 0 repositories listed
• Multi-modal brain MRI synthesis based on SwinUNETR
  3 Jun 2025 0 repositories listed
• Can Large Language Models Challenge CNNs in Medical Image Analysis?
  29 May 2025 0 repositories listed
• Towards Privacy-Preserving Fine-Grained Visual Classification via Hierarchical Learning from Label Proportions
  29 May 2025 0 repositories listed
• Optimizing Deep Learning for Skin Cancer Classification: A Computationally Efficient CNN with Minimal Accuracy Trade-Off
  27 May 2025 0 repositories listed
• Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging
  26 May 2025 0 repositories listed
• Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation
  26 May 2025 0 repositories listed
• TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation
  20 May 2025 0 repositories listed
• CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction
  18 May 2025 0 repositories listed
• MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation
  15 May 2025 0 repositories listed
• DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images
  14 May 2025 0 repositories listed
• Multi-modal wound classification using wound image and location by Xception and Gaussian Mixture Recurrent Neural Network (GMRNN)
  12 May 2025 0 repositories listed
• CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection
  11 May 2025 0 repositories listed
• Deeply Explainable Artificial Neural Network
  10 May 2025 0 repositories listed
• From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction
  6 May 2025 0 repositories listed
• Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant
  6 May 2025 0 repositories listed
• Anyprefer: An Agentic Framework for Preference Data Synthesis
  27 Apr 2025 0 repositories listed
• Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation
  20 Apr 2025 0 repositories listed
• Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization
  17 Apr 2025 0 repositories listed
• Embedding Radiomics into Vision Transformers for Multimodal Medical Image Classification
  15 Apr 2025 0 repositories listed
• Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction
  14 Apr 2025 0 repositories listed
• Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations
  11 Apr 2025 0 repositories listed
• Federated Learning for Medical Image Classification: A Comprehensive Benchmark
  7 Apr 2025 0 repositories listed
• WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation
  31 Mar 2025 0 repositories listed
• EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation
  28 Mar 2025 0 repositories listed
• iMedImage Technical Report
  27 Mar 2025 0 repositories listed
• SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI
  25 Mar 2025 0 repositories listed
• DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation
  14 Mar 2025 0 repositories listed
• Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis
  12 Mar 2025 0 repositories listed
• Improving cognitive diagnostics in pathology: a deep learning approach for augmenting perceptional understanding of histopathology images
  10 Mar 2025 0 repositories listed
• Keeping Representation Similarity in Finetuning for Medical Image Analysis
  10 Mar 2025 0 repositories listed
• Synthetic Lung X-ray Generation through Cross-Attention and Affinity Transformation
  10 Mar 2025 0 repositories listed
• FMT:A Multimodal Pneumonia Detection Model Based on Stacking MOE Framework
  7 Mar 2025 0 repositories listed
• Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation
  7 Mar 2025 0 repositories listed
• SAS: Segment Anything Small for Ultrasound -- A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging
  7 Mar 2025 0 repositories listed
• State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters
  7 Mar 2025 0 repositories listed
• FunBench: Benchmarking Fundus Reading Skills of MLLMs
  2 Mar 2025 0 repositories listed
• A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging
  27 Feb 2025 0 repositories listed
• An Integrated Deep Learning Framework Leveraging NASNet and Vision Transformer with MixProcessing for Accurate and Precise Diagnosis of Lung Diseases
  27 Feb 2025 0 repositories listed
• RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering
  27 Feb 2025 0 repositories listed
• Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification
  26 Feb 2025 0 repositories listed
• MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
  26 Feb 2025 0 repositories listed
• MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
  25 Feb 2025 0 repositories listed
• TagGAN: A Generative Model for Data Tagging
  25 Feb 2025 0 repositories listed
• Applications of Large Models in Medicine
  24 Feb 2025 0 repositories listed
• Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
  24 Feb 2025 0 repositories listed
• Vision Foundation Models in Medical Image Analysis: Advances and Challenges
  20 Feb 2025 0 repositories listed
• Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning
  19 Feb 2025 0 repositories listed
• UNGT: Ultrasound Nasogastric Tube Dataset for Medical Image Analysis
  19 Feb 2025 0 repositories listed
• Optimizing CNN Architectures for Advanced Thoracic Disease Classification
  15 Feb 2025 0 repositories listed
• ActiveSSF: An Active-Learning-Guided Self-Supervised Framework for Long-Tailed Megakaryocyte Classification
  12 Feb 2025 0 repositories listed
• Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation
  6 Feb 2025 0 repositories listed
• Efficient Brain Tumor Classification with Lightweight CNN Architecture: A Novel Approach
  1 Feb 2025 0 repositories listed
• Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer
  31 Jan 2025 0 repositories listed
• Point Cloud Upsampling as Statistical Shape Model for Pelvic
  28 Jan 2025 0 repositories listed
• Leveraging Video Vision Transformer for Alzheimer's Disease Diagnosis from 3D Brain MRI
  27 Jan 2025 0 repositories listed
• Object Detection for Medical Image Analysis: Insights from the RT-DETR Model
  27 Jan 2025 0 repositories listed
• Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST
  24 Jan 2025 0 repositories listed
• Enhancing Medical Image Analysis through Geometric and Photometric transformations
  23 Jan 2025 0 repositories listed
• FedDAG: Federated Domain Adversarial Generation Towards Generalizable Medical Image Analysis
  22 Jan 2025 0 repositories listed

Syntology lines on 4 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.