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Lesion Detection

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Showing 1–50 of 257 papers

TitleStatusHype
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
From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic RelianceCode1
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
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIPCode3
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
Improved joint modelling of breast cancer radiomics features and hazard by image registration aided longitudinal CT data—0
MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis—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
Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET ImagingCode0
Longitudinal Segmentation of MS Lesions via Temporal Difference WeightingCode2
IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images—0
Let Video Teaches You More: Video-to-Image Knowledge Distillation using DEtection TRansformer for Medical Video Lesion Detection—0
A training regime to learn unified representations from complementary breast imaging modalities—0
Attention Based Feature Fusion Network for Monkeypox Skin Lesion Detection—0
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets—0
CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical ImageryCode0
CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in TomosynthesisCode0
Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports—0
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast UltrasoundCode0
Localizing Anomalies via Multiscale Score Matching AnalysisCode0
Location-based Radiology Report-Guided Semi-supervised Learning for Prostate Cancer Detection—0
The Imaging Database for Epilepsy And Surgery (IDEAS)—0
A Comprehensive Library for Benchmarking Multi-class Visual Anomaly DetectionCode0
MpoxSLDNet: A Novel CNN Model for Detecting Monkeypox Lesions and Performance Comparison with Pre-trained Models—0
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI—0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer StudyCode0
Virtual Lung Screening Trial (VLST): An In Silico Study Inspired by the National Lung Screening Trial for Lung Cancer Detection—0
1-bit Quantized On-chip Hybrid Diffraction Neural Network Enabled by Authentic All-optical Fully-connected Architecture—0
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
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