| XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM | Sep 25, 2024 | Explainable Artificial Intelligence (XAI)Lesion Detection | CodeCode Available | 0 |
| Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO | Sep 24, 2024 | Lesion DetectionMamba | CodeCode Available | 0 |
| Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET Imaging | Sep 20, 2024 | Lesion DetectionSegmentation | CodeCode Available | 0 |
| Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting | Sep 20, 2024 | Inductive BiasLesion Detection | CodeCode Available | 2 |
| IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images | Sep 1, 2024 | Lesion Detection | —Unverified | 0 |
| Let Video Teaches You More: Video-to-Image Knowledge Distillation using DEtection TRansformer for Medical Video Lesion Detection | Aug 26, 2024 | Knowledge DistillationLesion Detection | —Unverified | 0 |
| A training regime to learn unified representations from complementary breast imaging modalities | Aug 16, 2024 | DiagnosticLesion Detection | —Unverified | 0 |
| Attention Based Feature Fusion Network for Monkeypox Skin Lesion Detection | Aug 13, 2024 | Lesion Detection | —Unverified | 0 |
| Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets | Aug 8, 2024 | Domain AdaptationLesion Detection | —Unverified | 0 |
| CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical Imagery | Aug 4, 2024 | Lesion DetectionMedical Object Detection | CodeCode Available | 0 |
| CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in Tomosynthesis | Jul 24, 2024 | Knowledge DistillationLesion Detection | CodeCode Available | 0 |
| Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports | Jul 8, 2024 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound | Jun 29, 2024 | Cancer ClassificationLesion Detection | CodeCode Available | 0 |
| Localizing Anomalies via Multiscale Score Matching Analysis | Jun 28, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| Location-based Radiology Report-Guided Semi-supervised Learning for Prostate Cancer Detection | Jun 18, 2024 | Lesion Detection | —Unverified | 0 |
| The Imaging Database for Epilepsy And Surgery (IDEAS) | Jun 10, 2024 | Lesion DetectionSurface Reconstruction | —Unverified | 0 |
| A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection | Jun 5, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| MpoxSLDNet: A Novel CNN Model for Detecting Monkeypox Lesions and Performance Comparison with Pre-trained Models | May 31, 2024 | Lesion Detection | —Unverified | 0 |
| Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI | May 8, 2024 | Anomaly DetectionImage Generation | —Unverified | 0 |
| An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images | May 3, 2024 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 |
| IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer Study | Apr 30, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 |
| Virtual Lung Screening Trial (VLST): An In Silico Study Inspired by the National Lung Screening Trial for Lung Cancer Detection | Apr 17, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| 1-bit Quantized On-chip Hybrid Diffraction Neural Network Enabled by Authentic All-optical Fully-connected Architecture | Apr 11, 2024 | AllLesion Detection | —Unverified | 0 |
| Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer | Apr 4, 2024 | Contrastive LearningLesion Detection | —Unverified | 0 |
| Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models | Apr 1, 2024 | Classificationimage-classification | —Unverified | 0 |