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Medical Image Classification

Papers archive 2025-07-28

archive papers tagged: 424 · with a code link: 183 · where Syntology ran a sample: 32 (29 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 (32 of 424 tagged: 29 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 4 of 5: papers 301 to 400 of 424, 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.

• Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition
  19 Jul 2023 0 repositories listed
• Learning from Exemplary Explanations
  12 Jul 2023 0 repositories listed
• The Whole Pathological Slide Classification via Weakly Supervised Learning
  12 Jul 2023 0 repositories listed
• SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification
  10 Jul 2023 0 repositories listed
• Invariant Scattering Transform for Medical Imaging
  7 Jul 2023 0 repositories listed
• A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis
  5 Jul 2023 0 repositories listed
• More for Less: Compact Convolutional Transformers Enable Robust Medical Image Classification with Limited Data
  1 Jul 2023 0 repositories listed
• Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification
  30 Jun 2023 0 repositories listed
• Label-noise-tolerant medical image classification via self-attention and self-supervised learning
  16 Jun 2023 0 repositories listed
• Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation
  12 Jun 2023 0 repositories listed
• Exploring the Versatility of Zero-Shot CLIP for Interstitial Lung Disease Classification
  1 Jun 2023 0 repositories listed
• Forward-Forward Contrastive Learning
  4 May 2023 0 repositories listed
• A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers
  13 Mar 2023 0 repositories listed
• AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder
  10 Mar 2023 0 repositories listed
• Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels
  10 Mar 2023 0 repositories listed
• Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning
  3 Mar 2023 0 repositories listed
• Spatio-Temporal Structure Consistency for Semi-supervised Medical Image Classification
  3 Mar 2023 0 repositories listed
• Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification
  2 Mar 2023 0 repositories listed
• A Comprehensive Study of Modern Architectures and Regularization Approaches on CheXpert5000
  13 Feb 2023 0 repositories listed
• Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease
  31 Jan 2023 0 repositories listed
• Convolutional XGBoost (C-XGBOOST) Model for Brain Tumor Detection
  5 Jan 2023 0 repositories listed
• A New Perspective to Boost Vision Transformer for Medical Image Classification
  3 Jan 2023 0 repositories listed
• PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training
  1 Jan 2023 0 repositories listed
• Adversarial Attacks and Defences for Skin Cancer Classification
  13 Dec 2022 0 repositories listed
• Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification
  10 Dec 2022 0 repositories listed
• Vision Transformers in Medical Imaging: A Review
  18 Nov 2022 0 repositories listed
• Imbalanced Classification in Medical Imaging via Regrouping
  21 Oct 2022 0 repositories listed
• CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification
  4 Oct 2022 0 repositories listed
• Data Augmentation using Feature Generation for Volumetric Medical Images
  28 Sep 2022 0 repositories listed
• Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification
  28 Sep 2022 0 repositories listed
• CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification
  27 Sep 2022 0 repositories listed
• Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) with Diverse Inter-Correlations and its application to medical image classification
  6 Sep 2022 0 repositories listed
• Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification
  5 Sep 2022 0 repositories listed
• OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms
  11 Aug 2022 0 repositories listed
• RadTex: Learning Efficient Radiograph Representations from Text Reports
  5 Aug 2022 0 repositories listed
• A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans
  4 Aug 2022 0 repositories listed
• Texture features in medical image analysis: a survey
  2 Aug 2022 0 repositories listed
• Information Gain Sampling for Active Learning in Medical Image Classification
  1 Aug 2022 0 repositories listed
• Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification
  14 Jul 2022 0 repositories listed
• PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification
  11 Jul 2022 0 repositories listed
• Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification
  27 Jun 2022 0 repositories listed
• A novel adversarial learning strategy for medical image classification
  23 Jun 2022 0 repositories listed
• Deep reinforced active learning for multi-class image classification
  20 Jun 2022 0 repositories listed
• The Importance of Background Information for Out of Distribution Generalization
  17 Jun 2022 0 repositories listed
• Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification
  31 May 2022 0 repositories listed
• Deep learning pipeline for image classification on mobile phones
  31 May 2022 0 repositories listed
• Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training
  10 May 2022 0 repositories listed
• Multi-Sample ζ-mixup: Richer, More Realistic Synthetic Samples from a p-Series Interpolant
  7 Apr 2022 0 repositories listed
• CAIPI in Practice: Towards Explainable Interactive Medical Image Classification
  6 Apr 2022 0 repositories listed
• Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification
  4 Apr 2022 0 repositories listed
• Mix-up Self-Supervised Learning for Contrast-agnostic Applications
  2 Apr 2022 0 repositories listed
• A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study
  24 Mar 2022 0 repositories listed
• Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward
  21 Mar 2022 0 repositories listed
• Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels
  15 Mar 2022 0 repositories listed
• FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis
  4 Mar 2022 0 repositories listed
• Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis
  24 Jan 2022 0 repositories listed
• Weakly-supervised Generative Adversarial Networks for medical image classification
  29 Nov 2021 0 repositories listed
• Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification
  20 Nov 2021 0 repositories listed
• Deep AUC Maximization for Medical Image Classification: Challenges and Opportunities
  1 Nov 2021 0 repositories listed
• FedSLD: Federated Learning with Shared Label Distribution for Medical Image Classification
  15 Oct 2021 0 repositories listed
• Compositional Training for End-to-End Deep AUC Maximization
  29 Sep 2021 0 repositories listed
• Does deep learning model calibration improve performance in class-imbalanced medical image classification?
  29 Sep 2021 0 repositories listed
• Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System
  25 Sep 2021 0 repositories listed
• Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance
  19 Sep 2021 0 repositories listed
• Privacy-preserving Machine Learning for Medical Image Classification
  29 Aug 2021 0 repositories listed
• How Transferable Are Self-supervised Features in Medical Image Classification Tasks?
  23 Aug 2021 0 repositories listed
• Semi-supervised learning for medical image classification using imbalanced training data
  20 Aug 2021 0 repositories listed
• Simple black-box universal adversarial attacks on medical image classification based on deep neural networks
  11 Aug 2021 0 repositories listed
• Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound
  11 Aug 2021 0 repositories listed
• Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network
  24 Jul 2021 0 repositories listed
• A systematic review of transfer learning based approaches for diabetic retinopathy detection
  28 May 2021 0 repositories listed
• Privacy-Preserving Constrained Domain Generalization via Gradient Alignment
  14 May 2021 0 repositories listed
• Transfer learning for automatic brain tumor classification Using MRI Images.
  19 Mar 2021 0 repositories listed
• Variational Knowledge Distillation for Disease Classification in Chest X-Rays
  19 Mar 2021 0 repositories listed
• TransMed: Transformers Advance Multi-modal Medical Image Classification
  10 Mar 2021 0 repositories listed
• Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation
  28 Feb 2021 0 repositories listed
• Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification
  25 Feb 2021 0 repositories listed
• Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels
  9 Feb 2021 0 repositories listed
• Multi-Instance Learning by Utilizing Structural Relationship among Instances
  3 Feb 2021 0 repositories listed
• Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
  20 Jan 2021 0 repositories listed
• Aggregative Self-Supervised Feature Learning from a Limited Sample
  14 Dec 2020 0 repositories listed
• Application of the Neural Network Dependability Kit in Real-World Environments
  14 Dec 2020 0 repositories listed
• Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification
  14 Dec 2020 0 repositories listed
• Distant Domain Transfer Learning for Medical Imaging
  10 Dec 2020 0 repositories listed
• SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images
  15 Nov 2020 0 repositories listed
• A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
  12 Nov 2020 0 repositories listed
• Cross-Modal Information Maximization for Medical Imaging: CMIM
  20 Oct 2020 0 repositories listed
• Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization
  9 Oct 2020 0 repositories listed
• MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models
  6 Aug 2020 0 repositories listed
• A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification
  31 Jul 2020 0 repositories listed
• Learning and Exploiting Interclass Visual Correlations for Medical Image Classification
  13 Jul 2020 0 repositories listed
• 4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection
  26 Jun 2020 0 repositories listed
• ​4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection
  26 Jun 2020 0 repositories listed
• Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction
  24 Jun 2020 0 repositories listed
• HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach
  12 Jun 2020 0 repositories listed
• Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning Approaches
  11 Jun 2020 0 repositories listed
• Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning
  10 Jun 2020 0 repositories listed
• Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks
  25 Mar 2020 0 repositories listed
• Assessing Robustness to Noise: Low-Cost Head CT Triage
  17 Mar 2020 0 repositories listed
• The GraphNet Zoo: An All-in-One Graph Based Deep Semi-Supervised Framework for Medical Image Classification
  13 Mar 2020 0 repositories listed