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Medical Image Analysis

Papers

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Showing 601–650 of 1360 papers

TitleStatusHype
Responsible Deep Learning for Software as a Medical Device—0
Unsupervised Segmentation of Colonoscopy Images—0
Object Detection for Automated Coronary Artery Using Deep Learning—0
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation—0
An Interpretable Deep Learning Approach for Skin Cancer CategorizationCode0
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classificationCode0
Open World Object Detection in the Era of Foundation Models—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency—0
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans—0
EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection—0
Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation—0
LACFormer: Toward accurate and efficient polyp segmentationCode0
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy—0
Self-trained Panoptic Segmentation—0
GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images—0
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion SegmentationCode0
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 cancer—0
Be Careful When Evaluating Explanations Regarding Ground TruthCode0
Frequency Domain Decomposition Translation for Enhanced Medical Image Translation Using GANs—0
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects—0
Revolutionizing Healthcare Image Analysis in Pandemic-Based Fog-Cloud Computing Architectures—0
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis—0
Domain Generalization in Computational Pathology: Survey and Guidelines—0
Improving Medical Visual Representations via Radiology Report Generation—0
Advancing Brain Tumor Detection: A Thorough Investigation of CNNs, Clustering, and SoftMax Classification in the Analysis of MRI Images—0
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation—0
mage based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimizationCode0
JOSA: Joint surface-based registration and atlas construction of brain geometry and function—0
Automated Localization of Blood Vessels in Retinal Images—0
The Hidden Adversarial Vulnerabilities of Medical Federated Learning—0
Deep Conditional Shape Models for 3D cardiac image segmentation—0
Generalizing Medical Image Representations via Quaternion Wavelet NetworksCode0
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors—0
Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks—0
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis—0
Data efficient deep learning for medical image analysis: A survey—0
Exploring adversarial attacks in federated learning for medical imaging—0
A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods—0
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data—0
Domain Generalization for Medical Image Analysis: A Review—0
How Good Are Synthetic Medical Images? An Empirical Study with Lung UltrasoundCode0
Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts—0
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models—0
AI-based association analysis for medical imaging using latent-space geometric confounder correction—0
Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis—0
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks—0
A Framework for Interpretability in Machine Learning for Medical Imaging—0
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images—0
Understanding Calibration of Deep Neural Networks for Medical Image Classification—0
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