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Medical Image Analysis

Papers

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Showing 351–375 of 1360 papers

TitleStatusHype
Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images—0
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography AnalysisCode1
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound ImagesCode0
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRICode0
FluoroSAM: A Language-aligned Foundation Model for X-ray Image SegmentationCode1
In-context learning enables multimodal large language models to classify cancer pathology images—0
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis—0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules—0
Hair and scalp disease detection using deep learning—0
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation—0
Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification—0
Synthetic Privileged Information Enhances Medical Image Representation Learning—0
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers—0
MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder—0
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scansCode0
When do Convolutional Neural Networks Stop Learning?Code0
Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?—0
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration—0
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image AnalysisCode3
MedContext: Learning Contextual Cues for Efficient Volumetric Medical SegmentationCode1
Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive LearningCode0
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image SegmentationCode0
exploreCOSMOS: Interactive Exploration of Conditional Statistical Shape Models in the Web-BrowserCode0
An advanced data fabric architecture leveraging homomorphic encryption and federated learning—0
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