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Medical Image Analysis

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Showing 301–350 of 1360 papers

TitleStatusHype
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data—0
Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images—0
Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches—0
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image DatasetCode0
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentationCode0
Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences—0
A Generalist Learner for Multifaceted Medical Image Interpretation—0
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image SegmentationCode3
Vision Mamba: A Comprehensive Survey and TaxonomyCode2
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
Semi-Supervised Disease Classification based on Limited Medical Image Data—0
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical DiagnosisCode1
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers—0
Out-of-distribution Detection in Medical Image Analysis: A survey—0
Processing HSV Colored Medical Images and Adapting Color Thresholds for Computational Image Analysis: a Practical Introduction to an open-source toolCode0
A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta)—0
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis—0
Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN—0
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist CollaborationCode2
OPTiML: Dense Semantic Invariance Using Optimal Transport for Self-Supervised Medical Image Representation—0
IMIL: Interactive Medical Image Learning Framework—0
Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection—0
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything ModelCode3
CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models—0
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation—0
MedRG: Medical Report Grounding with Multi-modal Large Language Model—0
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks—0
Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization—0
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language ModelsCode3
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
Semi-Supervised Learning for Deep Causal Generative ModelsCode1
Transformers-based architectures for stroke segmentation: A review—0
Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis—0
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes—0
Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound—0
Application of Tensorized Neural Networks for Cloud Classification—0
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly DetectionCode0
High-confidence pseudo-labels for domain adaptation in COVID-19 detection—0
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image AnalysisCode0
Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency—0
PePR: Performance Per Resource Unit as a Metric to Promote Small-Scale Deep Learning in Medical Image AnalysisCode0
A Disease Labeler for Chinese Chest X-Ray Report Generation—0
A Systematic Review of Generalization Research in Medical Image Classification—0
Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor SegmentationCode1
Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling—0
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning—0
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanismCode0
Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image ClassificationCode0
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans—0
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