Browse State-of-the-Art › Medical Image Analysis › Papers, page 7
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 7 of 14: papers 601 to 700 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.
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Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification18 Jan 2025 0 repositories listed
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Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning16 Jan 2025 0 repositories listed
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Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation15 Jan 2025 0 repositories listed
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MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis12 Jan 2025 0 repositories listed
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A Steerable Deep Network for Model-Free Diffusion MRI Registration8 Jan 2025 0 repositories listed
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Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein7 Jan 2025 0 repositories listed
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Semise: Semi-supervised learning for severity representation in medical image7 Jan 2025 0 repositories listed
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Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model6 Jan 2025 0 repositories listed
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A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation1 Jan 2025 0 repositories listed
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Multi-modal Vision Pre-training for Medical Image Analysis1 Jan 2025 0 repositories listed
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A Hybrid Deep Learning and Model-Checking Framework for Accurate Brain Tumor Detection and Validation31 Dec 2024 0 repositories listed
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Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures29 Dec 2024 0 repositories listed
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Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data29 Dec 2024 0 repositories listed
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Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study28 Dec 2024 0 repositories listed
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Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation27 Dec 2024 0 repositories listed
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FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis24 Dec 2024 0 repositories listed
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Diffusion-Based Approaches in Medical Image Generation and Analysis22 Dec 2024 0 repositories listed
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Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments18 Dec 2024 0 repositories listed
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Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis12 Dec 2024 0 repositories listed
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Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions11 Dec 2024 0 repositories listed
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Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives6 Dec 2024 0 repositories listed
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Backdooring Outlier Detection Methods: A Novel Attack Approach6 Dec 2024 0 repositories listed
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Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias6 Dec 2024 0 repositories listed
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Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications5 Dec 2024 0 repositories listed
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INSIGHT: Explainable Weakly-Supervised Medical Image Analysis2 Dec 2024 0 repositories listed
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Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis30 Nov 2024 0 repositories listed
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Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis27 Nov 2024 0 repositories listed
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TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation26 Nov 2024 0 repositories listed
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Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction21 Nov 2024 0 repositories listed
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Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model19 Nov 2024 0 repositories listed
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Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods18 Nov 2024 0 repositories listed
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Retinal Vessel Segmentation via Neuron Programming17 Nov 2024 0 repositories listed
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A Survey on Vision Autoregressive Model13 Nov 2024 0 repositories listed
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ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification8 Nov 2024 0 repositories listed
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Navigating Distribution Shifts in Medical Image Analysis: A Survey5 Nov 2024 0 repositories listed
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Revisiting MAE pre-training for 3D medical image segmentation30 Oct 2024 0 repositories listed
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Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images29 Oct 2024 0 repositories listed
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KA²ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation28 Oct 2024 0 repositories listed
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Towards Multi-dimensional Explanation Alignment for Medical Classification28 Oct 2024 0 repositories listed
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DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis24 Oct 2024 0 repositories listed
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Deep Generative Models for 3D Medical Image Synthesis23 Oct 2024 0 repositories listed
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Private, Efficient and Scalable Kernel Learning for Medical Image Analysis21 Oct 2024 0 repositories listed
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Random Token Fusion for Multi-View Medical Diagnosis21 Oct 2024 0 repositories listed
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Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis20 Oct 2024 0 repositories listed
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A novel approach towards the classification of Bone Fracture from Musculoskeletal Radiography images using Attention Based Transfer Learning18 Oct 2024 0 repositories listed
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Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions18 Oct 2024 0 repositories listed
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Machine learning approach to brain tumor detection and classification16 Oct 2024 0 repositories listed
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UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data16 Oct 2024 0 repositories listed
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From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images15 Oct 2024 0 repositories listed
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EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis12 Oct 2024 0 repositories listed
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Medical Image Quality Assessment based on Probability of Necessity and Sufficiency10 Oct 2024 0 repositories listed
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Federated brain tumor segmentation: an extensive benchmark7 Oct 2024 0 repositories listed
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Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks3 Oct 2024 0 repositories listed
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Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration29 Sep 2024 0 repositories listed
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3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models28 Sep 2024 0 repositories listed
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Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets28 Sep 2024 0 repositories listed
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Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images28 Sep 2024 0 repositories listed
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Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO24 Sep 2024 0 repositories listed
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TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation23 Sep 2024 0 repositories listed
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Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism20 Sep 2024 0 repositories listed
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Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation19 Sep 2024 0 repositories listed
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EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis18 Sep 2024 0 repositories listed
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Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism13 Sep 2024 0 repositories listed
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Continual Domain Incremental Learning for Privacy-aware Digital Pathology10 Sep 2024 0 repositories listed
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The Impact of Scanner Domain Shift on Deep Learning Performance in Medical Imaging: an Experimental Study6 Sep 2024 0 repositories listed
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Visual Prompt Engineering for Medical Vision Language Models in Radiology28 Aug 2024 0 repositories listed
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Exploring Adult Glioma through MRI: A Review of Publicly Available Datasets to Guide Efficient Image Analysis27 Aug 2024 0 repositories listed
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Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training27 Aug 2024 0 repositories listed
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MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient22 Aug 2024 0 repositories listed
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PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation15 Aug 2024 0 repositories listed
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InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning12 Aug 2024 0 repositories listed
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A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation11 Aug 2024 0 repositories listed
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CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning8 Aug 2024 0 repositories listed
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Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM28 Aug 2024 0 repositories listed
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Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis?7 Aug 2024 0 repositories listed
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PINNs for Medical Image Analysis: A Survey2 Aug 2024 0 repositories listed
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Securing the Diagnosis of Medical Imaging: An In-depth Analysis of AI-Resistant Attacks1 Aug 2024 0 repositories listed
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Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications24 Jul 2024 0 repositories listed
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Dataset Distillation in Medical Imaging: A Feasibility Study19 Jul 2024 0 repositories listed
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Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game15 Jul 2024 0 repositories listed
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SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation14 Jul 2024 0 repositories listed
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PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models13 Jul 2024 0 repositories listed
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A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers6 Jul 2024 0 repositories listed
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SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation6 Jul 2024 0 repositories listed
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A Survey on Trustworthiness in Foundation Models for Medical Image Analysis3 Jul 2024 0 repositories listed
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Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification3 Jul 2024 0 repositories listed
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Multi-branch CNN and grouping cascade attention for medical image classification1 Jul 2024 0 repositories listed
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MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis29 Jun 2024 0 repositories listed
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Malaria Cell Detection Using Deep Neural Networks28 Jun 2024 0 repositories listed
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Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration25 Jun 2024 0 repositories listed
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DWARF: Disease-weighted network for attention map refinement24 Jun 2024 0 repositories listed
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Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars24 Jun 2024 0 repositories listed
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TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM22 Jun 2024 0 repositories listed
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Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks20 Jun 2024 0 repositories listed
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Head Pose Estimation and 3D Neural Surface Reconstruction via Monocular Camera in situ for Navigation and Safe Insertion into Natural Openings18 Jun 2024 0 repositories listed
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Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification17 Jun 2024 0 repositories listed
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Boosting Medical Image Classification with Segmentation Foundation Model16 Jun 2024 0 repositories listed
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A Comprehensive Survey of Foundation Models in Medicine15 Jun 2024 0 repositories listed
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Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation15 Jun 2024 0 repositories listed