Browse State-of-the-Art › Medical Image Classification › Papers, page 3
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 3 of 5: papers 201 to 300 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.
-
AI-Augmented Thyroid Scintigraphy for Robust Classification1 Mar 2025 0 repositories listed
-
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification25 Feb 2025 0 repositories listed
-
Benchmarking MedMNIST dataset on real quantum hardware18 Feb 2025 0 repositories listed
-
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification13 Feb 2025 0 repositories listed
-
Hybrid Deep Learning Framework for Classification of Kidney CT Images: Diagnosis of Stones, Cysts, and Tumors5 Feb 2025 0 repositories listed
-
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models4 Feb 2025 0 repositories listed
-
Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST24 Jan 2025 0 repositories listed
-
CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification21 Jan 2025 0 repositories listed
-
Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning16 Jan 2025 0 repositories listed
-
MIAFEx: An Attention-based Feature Extraction Method for Medical Image Classification15 Jan 2025 0 repositories listed
-
MedFocusCLIP : Improving few shot classification in medical datasets using pixel wise attention7 Jan 2025 0 repositories listed
-
Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data29 Dec 2024 0 repositories listed
-
Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study28 Dec 2024 0 repositories listed
-
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification20 Dec 2024 0 repositories listed
-
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis12 Dec 2024 0 repositories listed
-
Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data4 Dec 2024 0 repositories listed
-
Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture1 Dec 2024 0 repositories listed
-
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise29 Nov 2024 0 repositories listed
-
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification5 Nov 2024 0 repositories listed
-
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis3 Nov 2024 0 repositories listed
-
MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN2 Nov 2024 0 repositories listed
-
Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks24 Oct 2024 0 repositories listed
-
Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification22 Oct 2024 0 repositories listed
-
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis12 Oct 2024 0 repositories listed
-
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation27 Sep 2024 0 repositories listed
-
An ensemble framework approach of hybrid Quantum convolutional neural networks for classification of breast cancer images24 Sep 2024 0 repositories listed
-
Enhancing Image Classification in Small and Unbalanced Datasets through Synthetic Data Augmentation16 Sep 2024 0 repositories listed
-
Can language-guided unsupervised adaptation improve medical image classification using unpaired images and texts?3 Sep 2024 0 repositories listed
-
Visual Prompt Engineering for Medical Vision Language Models in Radiology28 Aug 2024 0 repositories listed
-
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification27 Aug 2024 0 repositories listed
-
Uncertainties of Latent Representations in Computer Vision26 Aug 2024 0 repositories listed
-
Cervical Cancer Detection Using Multi-Branch Deep Learning Model20 Aug 2024 0 repositories listed
-
Predictive uncertainty estimation in deep learning for lung carcinoma classification in digital pathology under real dataset shifts15 Aug 2024 0 repositories listed
-
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation11 Aug 2024 0 repositories listed
-
Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration6 Aug 2024 0 repositories listed
-
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images1 Aug 2024 0 repositories listed
-
Addressing Imbalance for Class Incremental Learning in Medical Image Classification18 Jul 2024 0 repositories listed
-
Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification16 Jul 2024 0 repositories listed
-
Evaluating the Fairness of Neural Collapse in Medical Image Classification8 Jul 2024 0 repositories listed
-
Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis2 Jul 2024 0 repositories listed
-
Multi-branch CNN and grouping cascade attention for medical image classification1 Jul 2024 0 repositories listed
-
Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection25 Jun 2024 0 repositories listed
-
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification25 Jun 2024 0 repositories listed
-
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks24 Jun 2024 0 repositories listed
-
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation21 Jun 2024 0 repositories listed
-
Unleashing the Potential of Open-set Noisy Samples Against Label Noise for Medical Image Classification18 Jun 2024 0 repositories listed
-
Boosting Medical Image Classification with Segmentation Foundation Model16 Jun 2024 0 repositories listed
-
Comparison of fine-tuning strategies for transfer learning in medical image classification14 Jun 2024 0 repositories listed
-
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification9 Jun 2024 0 repositories listed
-
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification8 Jun 2024 0 repositories listed
-
Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization3 Jun 2024 0 repositories listed
-
CONFINE: Conformal Prediction for Interpretable Neural Networks1 Jun 2024 0 repositories listed
-
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification31 May 2024 0 repositories listed
-
MoVL:Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks13 May 2024 0 repositories listed
-
A Lightweight Neural Architecture Search Model for Medical Image Classification6 May 2024 0 repositories listed
-
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution25 Apr 2024 0 repositories listed
-
Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification24 Apr 2024 0 repositories listed
-
A review of deep learning-based information fusion techniques for multimodal medical image classification23 Apr 2024 0 repositories listed
-
Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection15 Apr 2024 0 repositories listed
-
PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification13 Apr 2024 0 repositories listed
-
CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models11 Apr 2024 0 repositories listed
-
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging3 Apr 2024 0 repositories listed
-
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification26 Mar 2024 0 repositories listed
-
Improved EATFormer: A Vision Transformer for Medical Image Classification19 Mar 2024 0 repositories listed
-
A Systematic Review of Generalization Research in Medical Image Classification18 Mar 2024 0 repositories listed
-
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification13 Mar 2024 0 repositories listed
-
In-context learning enables multimodal large language models to classify cancer pathology images12 Mar 2024 0 repositories listed
-
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification11 Mar 2024 0 repositories listed
-
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification26 Feb 2024 0 repositories listed
-
Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models14 Feb 2024 0 repositories listed
-
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning6 Feb 2024 0 repositories listed
-
SynthVision - Harnessing Minimal Input for Maximal Output in Computer Vision Models using Synthetic Image data5 Feb 2024 0 repositories listed
-
InceptionCapsule: Inception-Resnet and CapsuleNet with self-attention for medical image Classification3 Feb 2024 0 repositories listed
-
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy27 Jan 2024 0 repositories listed
-
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training16 Jan 2024 0 repositories listed
-
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?15 Jan 2024 0 repositories listed
-
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training2 Jan 2024 0 repositories listed
-
Sample selection with noise rate estimation in noise learning of medical image analysis23 Dec 2023 0 repositories listed
-
Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things12 Dec 2023 0 repositories listed
-
Review of AlexNet for Medical Image Classification15 Nov 2023 0 repositories listed
-
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification31 Oct 2023 0 repositories listed
-
GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset27 Oct 2023 0 repositories listed
-
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles24 Oct 2023 0 repositories listed
-
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge24 Oct 2023 0 repositories listed
-
Boosting for Bounding the Worst-class Error20 Oct 2023 0 repositories listed
-
Plug-and-Play Feature Generation for Few-Shot Medical Image Classification14 Oct 2023 0 repositories listed
-
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models4 Oct 2023 0 repositories listed
-
Applications of Sequential Learning for Medical Image Classification26 Sep 2023 0 repositories listed
-
Understanding Calibration of Deep Neural Networks for Medical Image Classification22 Sep 2023 0 repositories listed
-
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI19 Sep 2023 0 repositories listed
-
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification9 Sep 2023 0 repositories listed
-
Multiclass Alignment of Confidence and Certainty for Network Calibration6 Sep 2023 0 repositories listed
-
Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition31 Aug 2023 0 repositories listed
-
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification23 Aug 2023 0 repositories listed
-
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations12 Aug 2023 0 repositories listed
-
Few-shot medical image classification with simple shape and texture text descriptors using vision-language models8 Aug 2023 0 repositories listed
-
Unlearning Spurious Correlations in Chest X-ray Classification2 Aug 2023 0 repositories listed
-
1 Aug 2023 0 repositories listed
-
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification29 Jul 2023 0 repositories listed
-
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification24 Jul 2023 0 repositories listed