| A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge | Mar 28, 2024 | Ischemic Stroke Lesion SegmentationLesion Detection | CodeCode Available | 1 |
| A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound Videos | Mar 18, 2024 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Effectiveness Assessment of Recent Large Vision-Language Models | Mar 7, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
| Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization | Feb 2, 2024 | Lesion DetectionTranslation | —Unverified | 0 |
| A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect | Jan 29, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Siamese Networks with Soft Labels for Unsupervised Lesion Detection and Patch Pretraining on Screening Mammograms | Jan 10, 2024 | Lesion DetectionSelf-Supervised Learning | —Unverified | 0 |
| Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net | Dec 19, 2023 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| ProsDectNet: Bridging the Gap in Prostate Cancer Detection via Transrectal B-mode Ultrasound Imaging | Dec 8, 2023 | DiagnosticLesion Detection | —Unverified | 0 |
| LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation | Nov 18, 2023 | Knowledge DistillationLesion Detection | —Unverified | 0 |
| Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analyses | Nov 16, 2023 | Lesion DetectionLesion Segmentation | CodeCode Available | 1 |
| Holistic Evaluation of GPT-4V for Biomedical Imaging | Nov 10, 2023 | AnatomyDiagnostic | —Unverified | 0 |
| Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models | Nov 10, 2023 | DiversityLesion Detection | —Unverified | 0 |
| UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN | Oct 14, 2023 | CPUDiagnostic | CodeCode Available | 0 |
| Towards Fine-Grained Polyp Segmentation and Classification | Oct 9, 2023 | ClassificationDecoder | —Unverified | 0 |
| All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions | Oct 4, 2023 | AllBrain Segmentation | —Unverified | 0 |
| Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT | Sep 29, 2023 | Computed Tomography (CT)Lesion Detection | —Unverified | 0 |
| Tackling the Incomplete Annotation Issue in Universal Lesion Detection Task By Exploratory Training | Sep 23, 2023 | Lesion DetectionPseudo Label | —Unverified | 0 |
| A mirror-Unet architecture for PET/CT lesion segmentation | Sep 23, 2023 | DiversityLesion Detection | CodeCode Available | 0 |
| Gravity Network for end-to-end small lesion detection | Sep 22, 2023 | Lesion Detection | CodeCode Available | 1 |
| PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN | Sep 22, 2023 | Lesion DetectionMulti-Task Learning | —Unverified | 0 |
| On undesired emergent behaviors in compound prostate cancer detection systems | Sep 15, 2023 | Lesion DetectionSegmentation | —Unverified | 0 |
| A Spatial-Temporal Deformable Attention based Framework for Breast Lesion Detection in Videos | Sep 9, 2023 | DecoderLesion Detection | CodeCode Available | 1 |
| A Sequential Framework for Detection and Classification of Abnormal Teeth in Panoramic X-rays | Aug 31, 2023 | Lesion Detection | CodeCode Available | 0 |
| Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography | Aug 30, 2023 | Image ReconstructionLesion Detection | —Unverified | 0 |
| Ear-Keeper: Real-time Diagnosis of Ear Lesions Utilizing Ultralight-Ultrafast ConvNet and Large-scale Ear Endoscopic Dataset | Aug 21, 2023 | CPULesion Detection | —Unverified | 0 |