| A Deep-Learning Framework for Improving COVID-19 CT Image Quality and Diagnostic Accuracy | Dec 16, 2021 | DiagnosticImage Enhancement | —Unverified | 0 | 0 |
| Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness | Feb 1, 2022 | DiagnosticDiversity | —Unverified | 0 | 0 |
| Deep Learning for Ultrasound Beamforming | Sep 23, 2021 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Attention U-Net Based Adversarial Architectures for Chest X-ray Lung Segmentation | Mar 23, 2020 | COVID-19 Image SegmentationDiagnostic | —Unverified | 0 | 0 |
| Deep Learning for the Digital Pathologic Diagnosis of Cholangiocarcinoma and Hepatocellular Carcinoma: Evaluating the Impact of a Web-based Diagnostic Assistant | Nov 18, 2019 | Diagnostic | —Unverified | 0 | 0 |
| Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data | Oct 27, 2019 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction | Oct 1, 2022 | DiagnosticPrediction | —Unverified | 0 | 0 |
| Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis | Oct 5, 2023 | DiagnosticSegmentation | —Unverified | 0 | 0 |
| Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends | Jan 7, 2025 | DiagnosticDiversity | —Unverified | 0 | 0 |
| Deep Learning for Material Decomposition in Photon-Counting CT | Aug 5, 2022 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| A Mixed-Domain Self-Attention Network for Multilabel Cardiac Irregularity Classification Using Reduced-Lead Electrocardiogram | Apr 29, 2022 | Diagnostic | —Unverified | 0 | 0 |
| A Deep Learning-Driven Pipeline for Differentiating Hypertrophic Cardiomyopathy from Cardiac Amyloidosis Using 2D Multi-View Echocardiography | Apr 25, 2024 | Diagnostic | —Unverified | 0 | 0 |
| Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology | Oct 25, 2024 | Diagnosticwhole slide images | —Unverified | 0 | 0 |
| Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation | Oct 16, 2024 | DiagnosticImage Segmentation | —Unverified | 0 | 0 |
| Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability | Nov 13, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 | 0 |
| Deep Learning for Accelerated and Robust MRI Reconstruction: a Review | Apr 24, 2024 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification | May 16, 2024 | Audio ClassificationComputed Tomography (CT) | —Unverified | 0 | 0 |
| A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation | Aug 26, 2014 | Anomaly DetectionDiagnostic | —Unverified | 0 | 0 |
| Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI | Jan 4, 2025 | Diagnostic | —Unverified | 0 | 0 |
| Deep learning-based transformation of the H&E stain into special stains | Aug 20, 2020 | Diagnostic | —Unverified | 0 | 0 |
| Deep-learning based Tools for Automated Protocol Definition of Advanced Diagnostic Imaging Exams | May 28, 2021 | Diagnostic | —Unverified | 0 | 0 |
| Deep Learning-Based Sparse Whole-Slide Image Analysis for the Diagnosis of Gastric Intestinal Metaplasia | Jan 5, 2022 | CPUDiagnostic | —Unverified | 0 | 0 |
| Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction | Jul 18, 2021 | DecoderDiagnostic | —Unverified | 0 | 0 |
| A Method for Evaluating Deep Generative Models of Images via Assessing the Reproduction of High-order Spatial Context | Nov 24, 2021 | Diagnostic | —Unverified | 0 | 0 |
| A Deep Learning-Driven Inhalation Injury Grading Assistant Using Bronchoscopy Images | May 13, 2025 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |