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Lesion Detection

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Showing 1–50 of 257 papers

TitleStatusHype
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIPCode3
MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image ClassificationCode2
Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST LabelsCode2
Longitudinal Segmentation of MS Lesions via Temporal Difference WeightingCode2
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive LearningCode1
Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured MeshesCode1
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions?Code1
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorCode1
OXnet: Omni-supervised Thoracic Disease Detection from Chest X-raysCode1
Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography ImagesCode1
From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic RelianceCode1
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES ChallengeCode1
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution MappingCode1
DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-raysCode1
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound VideosCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
FCN-Transformer Feature Fusion for Polyp SegmentationCode1
Gravity Network for end-to-end small lesion detectionCode1
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CTCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationCode1
Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional ApproachCode1
Lesion Focused Super-ResolutionCode1
A Spatial-Temporal Deformable Attention based Framework for Breast Lesion Detection in VideosCode1
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and AnalysisCode1
3D Aggregated Faster R-CNN for General Lesion Detection—0
An Efficient Anchor-free Universal Lesion Detection in CT-scans—0
A Deep Learning-Based Unified Framework for Red Lesions Detection on Retinal Fundus Images—0
An End-to-End Framework For Universal Lesion Detection With Missing Annotations—0
A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection—0
3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI—0
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers—0
An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability—0
Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression—0
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective—0
A Multi-task Framework for Skin Lesion Detection and Segmentation—0
3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI—0
Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI—0
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks—0
A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis—0
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence—0
Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection—0
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions—0
Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation—0
A training regime to learn unified representations from complementary breast imaging modalities—0
A transfer-learning approach for lesion detection in endoscopic images from the urinary tract—0
Attention Based Feature Fusion Network for Monkeypox Skin Lesion Detection—0
Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection—0
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection—0
Automated Lesion Segmentation in Whole-Body FDG-PET/CT with Multi-modality Deep Neural Networks—0
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