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Medical Image Analysis

Papers

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Showing 301–325 of 1360 papers

TitleStatusHype
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images—0
Can non-specialists provide high quality gold standard labels in challenging modalities?—0
Can Large Language Models Challenge CNNs in Medical Image Analysis?—0
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation—0
Can collaborative learning be private, robust and scalable?—0
A novel approach towards the classification of Bone Fracture from Musculoskeletal Radiography images using Attention Based Transfer Learning—0
CAggNet: Crossing Aggregation Network for Medical Image Segmentation—0
BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework—0
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
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net—0
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation—0
Building medical image classifiers with very limited data using segmentation networks—0
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples—0
BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification with Swin-HAFNet—0
Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images—0
Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis—0
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis—0
A Comprehensive Survey of Foundation Models in Medicine—0
Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration—0
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases—0
Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing—0
Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography—0
Deep reinforcement learning in medical imaging: A literature review—0
Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images—0
Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand—0
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