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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
Longitudinal Segmentation of MS Lesions via Temporal Difference WeightingCode2
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
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
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
Gravity Network for end-to-end small lesion detectionCode1
A Spatial-Temporal Deformable Attention based Framework for Breast Lesion Detection in VideosCode1
DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-raysCode1
Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional ApproachCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
FCN-Transformer Feature Fusion for Polyp SegmentationCode1
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound VideosCode1
Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography ImagesCode1
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive LearningCode1
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions?Code1
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationCode1
Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured MeshesCode1
OXnet: Omni-supervised Thoracic Disease Detection from Chest X-raysCode1
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CTCode1
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution MappingCode1
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and AnalysisCode1
Lesion Focused Super-ResolutionCode1
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorCode1
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI—0
MAMBO: High-Resolution Generative Approach for Mammography Images—0
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—0
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images—0
Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning—0
A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis—0
SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging DiagnosesCode0
MediAug: Exploring Visual Augmentation in Medical ImagingCode0
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT—0
U2AD: Uncertainty-based Unsupervised Anomaly Detection Framework for Detecting T2 Hyperintensity in MRI Spinal CordCode0
The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detectionCode0
WaveNet-SF: A Hybrid Network for Retinal Disease Detection Based on Wavelet Transform in the Spatial-Frequency Domain—0
MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis—0
Improved joint modelling of breast cancer radiomics features and hazard by image registration aided longitudinal CT data—0
RadHop-Net: A Lightweight Radiomics-to-Error Regression for False Positive Reduction In MRI Prostate Cancer Detection—0
QSM-RimDS: A detection and segmentation tool for paramagnetic rim lesions in multiple sclerosis—0
Revisiting Lesion Tracking in 3D Total Body Photography—0
Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection—0
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation—0
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion DetectionCode0
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results—0
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models—0
XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAMCode0
Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLOCode0
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