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| 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 |
| Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation | Apr 28, 2020 | Deep LearningExperimental Design | CodeCode Available | 0 |
| Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models | Apr 27, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification | Apr 25, 2020 | General ClassificationLesion Classification | —Unverified | 0 |
| Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images | Mar 20, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention | Feb 27, 2020 | DecoderLesion Classification | —Unverified | 0 |
| Learn to Segment Retinal Lesions and Beyond | Dec 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Causality matters in medical imaging | Dec 17, 2019 | BIG-bench Machine LearningImage Segmentation | —Unverified | 0 |
| Skin Lesion Classification Using Deep Neural Network | Nov 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models | Nov 6, 2019 | BIG-bench Machine LearningLesion Classification | —Unverified | 0 |
| Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data | Oct 9, 2019 | General ClassificationLesion Classification | CodeCode Available | 0 |
| An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis | Sep 5, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks | Aug 9, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT | Jul 31, 2019 | ClassificationLesion Classification | —Unverified | 0 |
| Difficulty-aware Meta-learning for Rare Disease Diagnosis | Jun 30, 2019 | General ClassificationLesion Classification | —Unverified | 0 |
| Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation | Jun 6, 2019 | Image SegmentationLesion Classification | CodeCode Available | 0 |
| Visual Diagnosis of Dermatological Disorders: Human and Machine Performance | Jun 4, 2019 | DiagnosticLesion Classification | —Unverified | 0 |
| Style transfer-based image synthesis as an efficient regularization technique in deep learning | May 27, 2019 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification | May 13, 2019 | General ClassificationLesion Classification | —Unverified | 0 |
| Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting | May 7, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification | Mar 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation | Feb 16, 2019 | Deep LearningLesion Classification | —Unverified | 0 |
| Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods | Feb 10, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |