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Medical Image Analysis

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Showing 901–950 of 1360 papers

TitleStatusHype
Diffeomorphic Image Registration with Neural Velocity Field—0
Transformers in Medical Image Analysis: A Review—0
Augmentation based unsupervised domain adaptation—0
Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept—0
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing—0
An overview of deep learning in medical imaging—0
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications—0
Deep Learning for Computational Cytology: A Survey—0
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment—0
Mapping DNN Embedding Manifolds for Network Generalization Prediction—0
A training-free recursive multiresolution framework for diffeomorphic deformable image registration—0
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis—0
Class-Aware Adversarial Transformers for Medical Image Segmentation—0
Virtual Adversarial Training for Semi-supervised Breast Mass Classification—0
Modality Bank: Learn multi-modality images across data centers without sharing medical data—0
The Security of Deep Learning Defences for Medical Imaging—0
SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image AnalysisCode0
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images—0
Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity—0
CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning—0
On the relationship between calibrated predictors and unbiased volume estimationCode0
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-raysCode0
Explainable Medical Imaging AI Needs Human-Centered Design: Guidelines and Evidence from a Systematic Review—0
Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications—0
Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image AugmentationCode0
Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography—0
Dynamic multi feature-class Gaussian process models—0
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning—0
Deep Efficient Continuous Manifold Learning for Time Series ModelingCode0
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data—0
FedDropoutAvg: Generalizable federated learning for histopathology image classification—0
Computer Vision for Supporting Image Search—0
Monte Carlo dropout increases model repeatabilityCode0
Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention—0
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods—0
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation—0
Dispensed Transformer Network for Unsupervised Domain Adaptation—0
PL-Net: Progressive Learning Network for Medical Image Segmentation—0
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients—0
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis—0
Moment evolution equations and moment matching for stochastic image EPDiff—0
Transferability Estimation for Semantic Segmentation Task—0
Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout—0
AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis—0
A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis—0
Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling—0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation—0
Transformer-Unet: Raw Image Processing with Unet—0
Asymmetric 3D Context Fusion for Universal Lesion DetectionCode0
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