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Lesion Detection

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Showing 101–150 of 257 papers

TitleStatusHype
LesionAid: Vision Transformers-based Skin Lesion Generation and Classification—0
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations—0
Automatic segmentation of clear cell renal cell tumors, kidney, and cysts in patients with von Hippel-Lindau syndrome using U-net architecture on magnetic resonance images—0
Semi-supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images—0
Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions—0
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosisCode0
Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework—0
Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI—0
View-Disentangled Transformer for Brain Lesion DetectionCode0
Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection—0
Prostate Lesion Detection and Salient Feature Assessment Using Zone-Based Classifiers—0
FCN-Transformer Feature Fusion for Polyp SegmentationCode1
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Lesion detection in contrast enhanced spectral mammography—0
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoCode0
Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study—0
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound VideosCode1
Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detectionCode0
AI-based computer-aided diagnostic system of chest digital tomography synthesis: Demonstrating comparative advantage with X-ray-based AI systemsCode0
Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network—0
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging—0
Goldilocks-curriculum Domain Randomization and Fractal Perlin Noise with Application to Sim2Real Pneumonia Lesion Detection—0
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets—0
Gastrointestinal Polyps and Tumors Detection Based on Multi-scale Feature-fusion with WCE Sequences—0
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers—0
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence—0
An Efficient Anchor-free Universal Lesion Detection in CT-scans—0
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection—0
DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection—0
SATr: Slice Attention with Transformer for Universal Lesion Detection—0
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction—0
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation—0
Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography ImagesCode1
Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography—0
Lightweight Transformer Backbone for Medical Object Detection—0
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive LearningCode1
Developing a Novel Approach for Periapical Dental Radiographs Segmentation—0
Universal Lesion Detection in CT Scans using Neural Network Ensembles—0
Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection—0
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network—0
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions?Code1
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images—0
A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection—0
End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction—0
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion DetectionCode0
Asymmetric 3D Context Fusion for Universal Lesion DetectionCode0
A Deep Learning-Based Unified Framework for Red Lesions Detection on Retinal Fundus Images—0
DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM—0
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective—0
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