| Fair Conformal Predictors for Applications in Medical Imaging | Sep 9, 2021 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks | Aug 21, 2021 | ClassificationLesion Classification | —Unverified | 0 |
| A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective | Aug 5, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 |
| Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation | Jul 19, 2021 | ClassificationLesion Classification | —Unverified | 0 |
| Segmentation and ABCD rule extraction for skin tumors classification | Jun 8, 2021 | ClassificationLesion Classification | —Unverified | 0 |
| Deep Learning Based Analysis of Prostate Cancer from MP-MRI | Jun 2, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Recent advances and clinical applications of deep learning in medical image analysis | May 27, 2021 | Deep LearningImage Registration | —Unverified | 0 |
| Dermoscopic Image Classification with Neural Style Transfer | May 17, 2021 | Classificationimage-classification | —Unverified | 0 |
| Soft-Attention Improves Skin Cancer Classification Performance | May 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 1 |
| Semi-Supervised Federated Peer Learning for Skin Lesion Classification | Mar 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 0 |
| Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification | Feb 2, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary | Jan 18, 2021 | Federated LearningLesion Classification | —Unverified | 0 |
| Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification | Jan 7, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approach | Jan 3, 2021 | Lesion ClassificationSkin Lesion Classification | CodeCode Available | 0 |
| SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability | Dec 30, 2020 | Lesion ClassificationLesion Segmentation | —Unverified | 0 |
| Multiplexed Illumination for Classifying Visually Similar Objects | Sep 23, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound | Sep 23, 2020 | General ClassificationLesion Classification | —Unverified | 0 |
| Applying a random projection algorithm to optimize machine learning model for breast lesion classification | Sep 9, 2020 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Improving colonoscopy lesion classification using semi-supervised deep learning | Sep 7, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Properties Of Winning Tickets On Skin Lesion Classification | Aug 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Method to Classify Skin Lesions using Dermoscopic images | Aug 21, 2020 | Data AugmentationLesion Classification | CodeCode Available | 1 |
| Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification | Jun 25, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis | May 24, 2020 | Bayesian InferenceLesion Classification | —Unverified | 0 |
| A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency | May 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
