| Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach | Aug 8, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 | 5 |
| CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning | Nov 14, 2017 | Pneumonia Detection | CodeCode Available | 1 | 5 |
| BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs | Mar 2, 2023 | ArticlesMedical Visual Question Answering | CodeCode Available | 1 | 5 |
| Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data | Feb 19, 2025 | Fine-Grained Visual RecognitionPneumonia Detection | CodeCode Available | 1 | 5 |
| COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning | Jun 16, 2020 | Decision MakingImage Classification | CodeCode Available | 1 | 5 |
| MUXConv: Information Multiplexing in Convolutional Neural Networks | Mar 31, 2020 | Computational EfficiencyImage Classification | CodeCode Available | 1 | 5 |
| Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification | Dec 3, 2019 | ClassificationComputational Efficiency | CodeCode Available | 1 | 5 |
| Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images | Jun 3, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning | Dec 8, 2022 | Cancer ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization | Jul 1, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 | 5 |
| The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays | Sep 14, 2021 | Pneumonia Detection | CodeCode Available | 0 | 5 |
| Optimized Deep Feature Selection for Pneumonia Detection: A Novel RegNet and XOR-Based PSO Approach | Aug 31, 2023 | feature selectionPneumonia Detection | CodeCode Available | 0 | 5 |
| COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural Networks | Dec 14, 2021 | DiagnosticPneumonia Detection | CodeCode Available | 0 | 5 |
| Supervised Dictionary Learning with Auxiliary Covariates | Jun 14, 2022 | Dictionary LearningDocument Classification | CodeCode Available | 0 | 5 |
| AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs) | Jul 13, 2025 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing | Apr 21, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Image quality assessment for machine learning tasks using meta-reinforcement learning | Mar 27, 2022 | BIG-bench Machine Learningimage-classification | CodeCode Available | 0 | 5 |
| Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed Domain | Dec 18, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients | Oct 17, 2020 | Contrastive LearningCOVID-19 Diagnosis | CodeCode Available | 0 | 5 |
| An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays | Aug 6, 2022 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays | Jun 21, 2024 | Multi-class ClassificationPneumonia Detection | CodeCode Available | 0 | 5 |
| Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays | Jul 11, 2025 | Computational EfficiencyPneumonia Detection | —Unverified | 0 | 0 |
| A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction | Apr 4, 2022 | Image SegmentationPneumonia Detection | —Unverified | 0 | 0 |
| Dense Pixel-Labeling for Reverse-Transfer and Diagnostic Learning on Lung Ultrasound for COVID-19 and Pneumonia Detection | Jan 25, 2022 | ClassificationDiagnostic | —Unverified | 0 | 0 |
