Pulmonology | Radiology Optimization of vision transformer-based detection of lung diseases from chest X-ray images. July 8, 2024
General Medicine | Ophthalmology Real-time non-invasive hemoglobin prediction using deep learning-enabled smartphone imaging. July 2, 2024
Health Informatics | Healthcare Analytics | Machine Learning Addressing label noise for electronic health records: insights from computer vision for tabular data. June 27, 2024
Bioinformatics | Computational Biology | Oncology Exploring potential circRNA biomarkers for cancers based on double-line heterogeneous graph representation learning. June 6, 2024
Clinical decision support systems | Pediatric Neurology A computational clinical decision-supporting system to suggest effective anti-epileptic drugs for pediatric epilepsy patients based on deep learning models using patient’s medical history. May 31, 2024
Otorhinolaryngology Deep learning model for differentiating nasal cavity masses based on nasal endoscopy images. May 29, 2024
Oncology | Radiology Optimizing double-layered convolutional neural networks for efficient lung cancer classification through hyperparameter optimization and advanced image pre-processing techniques. May 27, 2024
Cardiology | Obstetrics and Gynecology | Radiology Automatic segmentation of 15 critical anatomical labels and measurements of cardiac axis and cardiothoracic ratio in fetal four chambers using nnU-NetV2. May 21, 2024
Radiology BarlowTwins-CXR: enhancing chest X-ray abnormality localization in heterogeneous data with cross-domain self-supervised learning. May 16, 2024
Immunology | Pathology Optimizing deep learning-based segmentation of densely packed cells using cell surface markers. May 15, 2024
Health Informatics | Healthcare | Machine Learning Continuous patient state attention model for addressing irregularity in electronic health records. May 3, 2024
Ophthalmology A hybrid framework for glaucoma detection through federated machine learning and deep learning models. May 2, 2024