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Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure.

, , , , и . J. Am. Medical Informatics Assoc., 29 (6): 1060-1068 (2022)

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Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure., , , , и . J. Am. Medical Informatics Assoc., 29 (6): 1060-1068 (2022)Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure., , , , и . CoRR, (2021)Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts., , , , и . MLHC, том 126 из Proceedings of Machine Learning Research, стр. 750-782. PMLR, (2020)Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography., , , , , , , и . J. Digit. Imaging, 32 (6): 1089-1096 (2019)The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studies., , , , , , , , , и 5 other автор(ы). Medical Imaging: Computer-Aided Diagnosis, том 6514 из SPIE Proceedings, стр. 651429. SPIE, (2007)Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis., , , , , и . RAMBO+BIA+TIA@MICCAI, том 11040 из Lecture Notes in Computer Science, стр. 302-309. Springer, (2018)The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics., , , , , , , , , и 6 other автор(ы). Medical Imaging: Computer-Aided Diagnosis, том 6514 из SPIE Proceedings, стр. 65140J. SPIE, (2007)The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation., , , , , , , , , и 11 other автор(ы). Medical Imaging: Computer-Aided Diagnosis, том 6514 из SPIE Proceedings, стр. 65140K. SPIE, (2007)Hybrid deep-learning model for volume segmentation of lung nodules in CT images., , , , , , и . Medical Imaging: Computer-Aided Diagnosis, том 11314 из SPIE Proceedings, SPIE, (2020)Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening., , , , , , и . Medical Imaging: Computer-Aided Diagnosis, том 11597 из SPIE Proceedings, SPIE, (2021)