Browse State-of-the-Art › Medical Image Analysis › Papers, page 8
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 8 of 14: papers 701 to 800 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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Comparison of fine-tuning strategies for transfer learning in medical image classification14 Jun 2024 0 repositories listed
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Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis11 Jun 2024 0 repositories listed
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Equivariant Neural Tangent Kernels10 Jun 2024 0 repositories listed
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Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification9 Jun 2024 0 repositories listed
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Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation5 Jun 2024 0 repositories listed
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Radiomics-guided Multimodal Self-attention Network for Predicting Pathological Complete Response in Breast MRI5 Jun 2024 0 repositories listed
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Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation3 Jun 2024 0 repositories listed
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An Early Investigation into the Utility of Multimodal Large Language Models in Medical Imaging2 Jun 2024 0 repositories listed
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Domain generalization for retinal vessel segmentation via Hessian-based vector field31 May 2024 0 repositories listed
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LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration29 May 2024 0 repositories listed
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A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis23 May 2024 0 repositories listed
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Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis23 May 2024 0 repositories listed
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Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization23 May 2024 0 repositories listed
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M2ANET: Mobile Malaria Attention Network for efficient classification of plasmodium parasites in blood cells23 May 2024 0 repositories listed
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Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation22 May 2024 0 repositories listed
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A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data21 May 2024 0 repositories listed
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Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images20 May 2024 0 repositories listed
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Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches18 May 2024 0 repositories listed
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Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences14 May 2024 0 repositories listed
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A Generalist Learner for Multifaceted Medical Image Interpretation13 May 2024 0 repositories listed
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Semi-Supervised Disease Classification based on Limited Medical Image Data7 May 2024 0 repositories listed
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Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers1 May 2024 0 repositories listed
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Out-of-distribution Detection in Medical Image Analysis: A survey28 Apr 2024 0 repositories listed
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A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta)24 Apr 2024 0 repositories listed
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MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis24 Apr 2024 0 repositories listed
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Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN23 Apr 2024 0 repositories listed
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OPTiML: Dense Semantic Invariance Using Optimal Transport for Self-Supervised Medical Image Representation18 Apr 2024 0 repositories listed
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IMIL: Interactive Medical Image Learning Framework17 Apr 2024 0 repositories listed
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Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection15 Apr 2024 0 repositories listed
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CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models11 Apr 2024 0 repositories listed
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An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation10 Apr 2024 0 repositories listed
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MedRG: Medical Report Grounding with Multi-modal Large Language Model10 Apr 2024 0 repositories listed
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Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks5 Apr 2024 0 repositories listed
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Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization2 Apr 2024 0 repositories listed
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Transformers-based architectures for stroke segmentation: A review27 Mar 2024 0 repositories listed
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Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis26 Mar 2024 0 repositories listed
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Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes25 Mar 2024 0 repositories listed
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Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound22 Mar 2024 0 repositories listed
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Application of Tensorized Neural Networks for Cloud Classification21 Mar 2024 0 repositories listed
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High-confidence pseudo-labels for domain adaptation in COVID-19 detection20 Mar 2024 0 repositories listed
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Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency19 Mar 2024 0 repositories listed
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A Disease Labeler for Chinese Chest X-Ray Report Generation18 Mar 2024 0 repositories listed
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Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling18 Mar 2024 0 repositories listed
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A Systematic Review of Generalization Research in Medical Image Classification18 Mar 2024 0 repositories listed
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MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning18 Mar 2024 0 repositories listed
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Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans17 Mar 2024 0 repositories listed
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Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images16 Mar 2024 0 repositories listed
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In-context learning enables multimodal large language models to classify cancer pathology images12 Mar 2024 0 repositories listed
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When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis12 Mar 2024 0 repositories listed
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11 Mar 2024 0 repositories listed
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Hair and scalp disease detection using deep learning9 Mar 2024 0 repositories listed
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APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation8 Mar 2024 0 repositories listed
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Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification8 Mar 2024 0 repositories listed
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Synthetic Privileged Information Enhances Medical Image Representation Learning8 Mar 2024 0 repositories listed
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ACC-ViT : Atrous Convolution's Comeback in Vision Transformers7 Mar 2024 0 repositories listed
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MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder7 Mar 2024 0 repositories listed
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Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?3 Mar 2024 0 repositories listed
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Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration29 Feb 2024 0 repositories listed
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Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation22 Feb 2024 0 repositories listed
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An advanced data fabric architecture leveraging homomorphic encryption and federated learning15 Feb 2024 0 repositories listed
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Expert-Adaptive Medical Image Segmentation11 Feb 2024 0 repositories listed
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Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation4 Feb 2024 0 repositories listed
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Second Order Kinematic Surface Fitting in Anatomical Structures29 Jan 2024 0 repositories listed
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EndoGaussians: Single View Dynamic Gaussian Splatting for Deformable Endoscopic Tissues Reconstruction24 Jan 2024 0 repositories listed
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Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey22 Jan 2024 0 repositories listed
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Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement21 Jan 2024 0 repositories listed
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Boosting Few-Shot Semantic Segmentation Via Segment Anything Model18 Jan 2024 0 repositories listed
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M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans18 Jan 2024 0 repositories listed
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Slicer Networks18 Jan 2024 0 repositories listed
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RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models16 Jan 2024 0 repositories listed
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DDPM based X-ray Image Synthesizer3 Jan 2024 0 repositories listed
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Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis3 Jan 2024 0 repositories listed
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Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects28 Dec 2023 0 repositories listed
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A Polarization and Radiomics Feature Fusion Network for the Classification of Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma27 Dec 2023 0 repositories listed
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Sample selection with noise rate estimation in noise learning of medical image analysis23 Dec 2023 0 repositories listed
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Responsible Deep Learning for Software as a Medical Device20 Dec 2023 0 repositories listed
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Object Detection for Automated Coronary Artery Using Deep Learning19 Dec 2023 0 repositories listed
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Unsupervised Segmentation of Colonoscopy Images19 Dec 2023 0 repositories listed
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ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation17 Dec 2023 0 repositories listed
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Open World Object Detection in the Era of Foundation Models10 Dec 2023 0 repositories listed
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ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation8 Dec 2023 0 repositories listed
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T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency3 Dec 2023 0 repositories listed
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Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans29 Nov 2023 0 repositories listed
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EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection27 Nov 2023 0 repositories listed
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Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation27 Nov 2023 0 repositories listed
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Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy23 Nov 2023 0 repositories listed
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Self-trained Panoptic Segmentation17 Nov 2023 0 repositories listed
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GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images16 Nov 2023 0 repositories listed
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3DGAUnet: 3D generative adversarial networks with a 3D U-Net based generator to achieve the accurate and effective synthesis of clinical tumor image data for pancreatic cancer9 Nov 2023 0 repositories listed
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Frequency Domain Decomposition Translation for Enhanced Medical Image Translation Using GANs6 Nov 2023 0 repositories listed
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Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects4 Nov 2023 0 repositories listed
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Revolutionizing Healthcare Image Analysis in Pandemic-Based Fog-Cloud Computing Architectures2 Nov 2023 0 repositories listed
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A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis31 Oct 2023 0 repositories listed
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Improving Medical Visual Representations via Radiology Report Generation30 Oct 2023 0 repositories listed
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Domain Generalization in Computational Pathology: Survey and Guidelines30 Oct 2023 0 repositories listed
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Advancing Brain Tumor Detection: A Thorough Investigation of CNNs, Clustering, and SoftMax Classification in the Analysis of MRI Images26 Oct 2023 0 repositories listed
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SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation26 Oct 2023 0 repositories listed
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Automated Localization of Blood Vessels in Retinal Images22 Oct 2023 0 repositories listed
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JOSA: Joint surface-based registration and atlas construction of brain geometry and function22 Oct 2023 0 repositories listed
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The Hidden Adversarial Vulnerabilities of Medical Federated Learning21 Oct 2023 0 repositories listed