Gastroenterology | Oncology | Radiology Development and validation of a predictive model combining clinical, radiomics, and deep transfer learning features for lymph node metastasis in early gastric cancer. October 21, 2022
Intensive Care Medicine Explainable time-series deep learning models for the prediction of mortality, prolonged length of stay and 30-day readmission in intensive care patients. October 17, 2022
Ophthalmology Detecting glaucoma from multi-modal data using probabilistic deep learning. October 17, 2022
Gastroenterology | Pulmonology A deep learning approach for detecting liver cirrhosis from volatolomic analysis of exhaled breath. October 17, 2022
Ophthalmology | Pathology Self-supervised learning mechanism for identification of eyelid malignant melanoma in pathologic slides with limited annotation. October 14, 2022
Oncology | Radiology Transfer learning approach based on computed tomography images for predicting late xerostomia after radiotherapy in patients with oropharyngeal cancer. October 11, 2022
Data Science | Natural Language Processing | Public Health | Social Media Analysis Predicting the sentiment of South Korean Twitter users toward vaccination after the emergence of COVID-19 Omicron variant using deep learning-based natural language processing. October 3, 2022
Pathology H2G-Net: A multi-resolution refinement approach for segmentation of breast cancer region in gigapixel histopathological images. October 3, 2022
Oncology | Pathology Computational tumor stroma reaction evaluation led to novel prognosis-associated fibrosis and molecular signature discoveries in high-grade serous ovarian carcinoma. September 26, 2022
Pathology How to learn with intentional mistakes: NoisyEnsembles to overcome poor tissue quality for deep learning in computational pathology. September 17, 2022
Epidemiology | Healthcare Management | Public Health Automated artificial intelligence-enabled proactive preparedness real-time system for accurate prediction of COVID-19 infections- Performance evaluation. September 17, 2022
Medical Imaging | Radiology AI-CenterNet CXR: An artificial intelligence (AI) enabled system for localization and classification of chest X-ray disease. September 17, 2022