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Intensive Care Medicine | Radiology An empirical study of using radiology reports and images to improve ICU-mortality prediction. May 9, 2022
Ophthalmology Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. March 21, 2022
Medical Imaging | Radiology Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays. March 21, 2022
Radiology Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images. January 20, 2022
Biomedical Informatics | Clinical Informatics | Natural Language Processing Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study. December 30, 2021
Ophthalmology Predicting risk of late age-related macular degeneration using deep learning. August 27, 2021
Biomedical imaging | Medical Informatics | Radiology COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature. May 18, 2021
Ophthalmology Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration. April 1, 2021
Radiology Generalized Zero-shot Chest X-ray Diagnosis through Trait-Guided Multi-view Semantic Embedding with Self-training. February 1, 2021
Ophthalmology Predicting risk of late age-related macular degeneration using deep learning. September 9, 2020
Biomedical imaging | Radiology COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature. June 18, 2020