Browse State-of-the-Art › Lesion Classification › Papers, page 2

Lesion Classification

Papers archive 2025-07-28

archive papers tagged: 189 · with a code link: 57 · where Syntology ran a sample: 8 (6 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (8 of 189 tagged: 6 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 189 of 189, 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.

• The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study
  2 Jul 2023 0 repositories listed
• Semi-Supervised Relational Contrastive Learning
  11 Apr 2023 0 repositories listed
• Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust
  3 Apr 2023 0 repositories listed
• Transformer-based interpretable multi-modal data fusion for skin lesion classification
  3 Apr 2023 0 repositories listed
• Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis
  6 Mar 2023 0 repositories listed
• A New Perspective to Boost Vision Transformer for Medical Image Classification
  3 Jan 2023 0 repositories listed
• 3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI
  29 Dec 2022 0 repositories listed
• RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging
  15 Oct 2022 0 repositories listed
• Data-Driven Deep Supervision for Skin Lesion Classification
  4 Sep 2022 0 repositories listed
• A survey, review, and future trends of skin lesion segmentation and classification
  25 Aug 2022 0 repositories listed
• EfficientNet for Brain-Lesion classification
  9 Aug 2022 0 repositories listed
• Information Gain Sampling for Active Learning in Medical Image Classification
  1 Aug 2022 0 repositories listed
• Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification
  26 Jul 2022 0 repositories listed
• Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data
  7 Jul 2022 0 repositories listed
• Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity
  27 May 2022 0 repositories listed
• HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images
  17 May 2022 0 repositories listed
• GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification
  4 May 2022 0 repositories listed
• Flexible Sampling for Long-tailed Skin Lesion Classification
  7 Apr 2022 0 repositories listed
• Feature visualization for convolutional neural network models trained on neuroimaging data
  24 Mar 2022 0 repositories listed
• SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification
  11 Feb 2022 0 repositories listed
• Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach
  22 Dec 2021 0 repositories listed
• On the Fairness of Swarm Learning in Skin Lesion Classification
  24 Sep 2021 0 repositories listed
• Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks
  21 Aug 2021 0 repositories listed
• A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective
  5 Aug 2021 0 repositories listed
• Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation
  19 Jul 2021 0 repositories listed
• Segmentation and ABCD rule extraction for skin tumors classification
  8 Jun 2021 0 repositories listed
• Deep Learning Based Analysis of Prostate Cancer from MP-MRI
  2 Jun 2021 0 repositories listed
• Recent advances and clinical applications of deep learning in medical image analysis
  27 May 2021 0 repositories listed
• Dermoscopic Image Classification with Neural Style Transfer
  17 May 2021 0 repositories listed
• Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
  18 Jan 2021 0 repositories listed
• Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification
  7 Jan 2021 0 repositories listed
• SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability
  30 Dec 2020 0 repositories listed
• Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound
  23 Sep 2020 0 repositories listed
• Multiplexed Illumination for Classifying Visually Similar Objects
  23 Sep 2020 0 repositories listed
• Applying a random projection algorithm to optimize machine learning model for breast lesion classification
  9 Sep 2020 0 repositories listed
• Improving colonoscopy lesion classification using semi-supervised deep learning
  7 Sep 2020 0 repositories listed
• Properties Of Winning Tickets On Skin Lesion Classification
  25 Aug 2020 0 repositories listed
• Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification
  25 Jun 2020 0 repositories listed
• Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis
  24 May 2020 0 repositories listed
• Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models
  27 Apr 2020 0 repositories listed
• CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification
  25 Apr 2020 0 repositories listed
• Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images
  20 Mar 2020 0 repositories listed
• Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention
  27 Feb 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
• Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models
  6 Nov 2019 0 repositories listed
• Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks
  9 Aug 2019 0 repositories listed
• Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT
  31 Jul 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
• Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation
  16 Feb 2019 0 repositories listed
• Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods
  10 Feb 2019 0 repositories listed
• End-to-End Discriminative Deep Network for Liver Lesion Classification
  28 Jan 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
• A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans
  14 Nov 2018 0 repositories listed
• Improving CNN Training using Disentanglement for Liver Lesion Classification in CT
  1 Nov 2018 0 repositories listed
• Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations
  23 Sep 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
• Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification
  18 Jul 2018 0 repositories listed
• A Dense CNN approach for skin lesion classification
  17 Jul 2018 0 repositories listed
• Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images
  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
• Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning
  6 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
• GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification
  3 Mar 2018 0 repositories listed
• Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
  8 Jan 2018 0 repositories listed
• Added value of morphological features to breast lesion diagnosis in ultrasound
  6 Jun 2017 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 Analysis Towards Melanoma Detection Using Deep Learning Network
  2 Mar 2017 0 repositories listed
• ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection
  1 Mar 2017 0 repositories listed
• Skin Lesion Classification Using Hybrid Deep Neural Networks
  27 Feb 2017 0 repositories listed
• Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI
  27 Jun 2016 0 repositories listed