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Skin Lesion Classification

Papers archive 2025-07-28

archive papers tagged: 130 · with a code link: 42 · where Syntology ran a sample: 9 (6 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (9 of 130 tagged: 6 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 130 of 130, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis
  24 May 2020 0 repositories listed
• CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification
  25 Apr 2020 0 repositories listed
• Causality matters in medical imaging
  17 Dec 2019 0 repositories listed
• Skin Lesion Classification Using Deep Neural Network
  18 Nov 2019 0 repositories listed
• Difficulty-aware Meta-learning for Rare Disease Diagnosis
  30 Jun 2019 0 repositories listed
• Visual Diagnosis of Dermatological Disorders: Human and Machine Performance
  4 Jun 2019 0 repositories listed
• Style transfer-based image synthesis as an efficient regularization technique in deep learning
  27 May 2019 0 repositories listed
• TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification
  13 May 2019 0 repositories listed
• Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification
  23 Jan 2019 0 repositories listed
• Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness
  14 Jan 2019 0 repositories listed
• A Deep Multi-task Learning Approach to Skin Lesion Classification
  9 Dec 2018 0 repositories listed
• Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification
  11 Sep 2018 0 repositories listed
• Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning
  7 Sep 2018 0 repositories listed
• Residual Network based Aggregation Model for Skin Lesion Classification
  24 Jul 2018 0 repositories listed
• A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images
  23 Jul 2018 0 repositories listed
• A Dense CNN approach for skin lesion classification
  17 Jul 2018 0 repositories listed
• Deep neural network ensemble by data augmentation and bagging for skin lesion classification
  15 Jul 2018 0 repositories listed
• VisualBackProp for learning using privileged information with CNNs
  24 May 2018 0 repositories listed
• MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
  12 Apr 2018 0 repositories listed
• Webly Supervised Learning for Skin Lesion Classification
  31 Mar 2018 0 repositories listed
• Generalizability vs. Robustness: Adversarial Examples for Medical Imaging
  23 Mar 2018 0 repositories listed
• Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge
  15 Mar 2017 0 repositories listed
• Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge
  15 Mar 2017 0 repositories listed
• Deep Learning for Skin Lesion Classification
  13 Mar 2017 0 repositories listed
• Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis
  10 Mar 2017 0 repositories listed
• Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge
  7 Mar 2017 0 repositories listed
• Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks
  4 Mar 2017 0 repositories listed
• Skin Lesion Classification using Class Activation Map
  3 Mar 2017 0 repositories listed
• Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge
  2 Mar 2017 0 repositories listed
• Skin Lesion Classification Using Hybrid Deep Neural Networks
  27 Feb 2017 0 repositories listed