| MediAug: Exploring Visual Augmentation in Medical Imaging | Apr 26, 2025 | Brain Tumor ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation | Aug 12, 2019 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 | 5 |
| Decoupled conditional contrastive learning with variable metadata for prostate lesion detection | Aug 18, 2023 | Contrastive LearningLesion Detection | CodeCode Available | 0 | 5 |
| LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection | Oct 18, 2024 | imbalanced classificationLesion Classification | CodeCode Available | 0 | 5 |
| An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images | May 3, 2024 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 | 5 |
| MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection | Sep 10, 2019 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 | 5 |
| Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) | Feb 1, 2017 | DecoderLesion Detection | CodeCode Available | 0 | 5 |
| Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET | Jan 17, 2019 | Data AugmentationDecoder | CodeCode Available | 0 | 5 |
| Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets | May 13, 2021 | AnatomyLesion Detection | CodeCode Available | 0 | 5 |
| Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection | Jun 22, 2022 | Lesion Detection | CodeCode Available | 0 | 5 |
| Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention | Jul 9, 2019 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 | 5 |
| A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation | Jun 14, 2023 | DiagnosticDomain Adaptation | CodeCode Available | 0 | 5 |
| Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound | Jun 29, 2024 | Cancer ClassificationLesion Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| A Sequential Framework for Detection and Classification of Abnormal Teeth in Panoramic X-rays | Aug 31, 2023 | Lesion Detection | CodeCode Available | 0 | 5 |
| IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data | Feb 3, 2023 | Lesion ClassificationLesion Detection | CodeCode Available | 0 | 5 |
| CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in Tomosynthesis | Jul 24, 2024 | Knowledge DistillationLesion Detection | CodeCode Available | 0 | 5 |
| ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video | Jul 15, 2022 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 | 5 |
| A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection | Jun 5, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 0 | 5 |
| Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation | Aug 3, 2018 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 | 5 |
| A Web-based Mpox Skin Lesion Detection System Using State-of-the-art Deep Learning Models Considering Racial Diversity | Jun 25, 2023 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical Imagery | Aug 4, 2024 | Lesion DetectionMedical Object Detection | CodeCode Available | 0 | 5 |
| Heatmap Regression for Lesion Detection using Pointwise Annotations | Aug 11, 2022 | Lesion Detectionregression | CodeCode Available | 0 | 5 |
| The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection | Jan 30, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 | 5 |
| 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 | Jan 6, 2023 | Lesion DetectionSegmentation | —Unverified | 0 | 0 |
| Automatic Liver Lesion Detection using Cascaded Deep Residual Networks | Apr 10, 2017 | Lesion DetectionSegmentation | —Unverified | 0 | 0 |
| Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers | Mar 13, 2020 | Cancer ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI | Jul 7, 2020 | Lesion DetectionLesion Segmentation | —Unverified | 0 | 0 |
| An End-to-End Framework For Universal Lesion Detection With Missing Annotations | Mar 27, 2023 | Lesion Detection | —Unverified | 0 | 0 |
| A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection | Oct 14, 2021 | Lesion DetectionSpecificity | —Unverified | 0 | 0 |
| Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning | Nov 23, 2020 | General ClassificationLesion Detection | —Unverified | 0 | 0 |
| Automatic Breast Lesion Detection in Ultrafast DCE-MRI Using Deep Learning | Feb 7, 2021 | Lesion DetectionMotion Compensation | —Unverified | 0 | 0 |
| An Efficient Anchor-free Universal Lesion Detection in CT-scans | Mar 30, 2022 | Lesion DetectionMedical Object Detection | —Unverified | 0 | 0 |
| Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation | Apr 7, 2017 | Lesion DetectionSegmentation | —Unverified | 0 | 0 |
| Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network | Feb 19, 2018 | Lesion DetectionLesion Segmentation | —Unverified | 0 | 0 |
| A Deep Learning-Based Unified Framework for Red Lesions Detection on Retinal Fundus Images | Sep 10, 2021 | Lesion Detection | —Unverified | 0 | 0 |
| 3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI | Mar 24, 2021 | Anomaly DetectionLesion Detection | —Unverified | 0 | 0 |
| Automated Mammogram Analysis with a Deep Learning Pipeline | Jul 27, 2019 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Automated Lesion Segmentation in Whole-Body FDG-PET/CT with Multi-modality Deep Neural Networks | Feb 16, 2023 | Lesion DetectionLesion Segmentation | —Unverified | 0 | 0 |
| Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network | Jul 29, 2019 | Lesion Detection | —Unverified | 0 | 0 |
| Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI | Aug 15, 2020 | Lesion DetectionSegmentation | —Unverified | 0 | 0 |
| An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability | Jul 17, 2019 | Lesion Detectionobject-detection | —Unverified | 0 | 0 |
| Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression | Oct 18, 2020 | Anomaly DetectionLesion Detection | —Unverified | 0 | 0 |
| Autofluorescence Bronchoscopy Video Analysis for Lesion Frame Detection | Mar 21, 2023 | Lesion Detection | —Unverified | 0 | 0 |
| Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI | May 8, 2024 | Anomaly DetectionImage Generation | —Unverified | 0 | 0 |
| An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection | Oct 25, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 | 0 |
| Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning | May 21, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 | 0 |
| DiffULD: Diffusive Universal Lesion Detection | Mar 28, 2023 | Computed Tomography (CT)Lesion Detection | —Unverified | 0 | 0 |
| Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection | Aug 4, 2023 | Image AugmentationLesion Detection | —Unverified | 0 | 0 |
| Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models | Apr 1, 2024 | Classificationimage-classification | —Unverified | 0 | 0 |