Deep neural networks detect regional wall motion abnormalities and preclinical cardiovascular disease from 12-lead ECGs.

Autor: Carbonati T; Philips Healthcare, Paris, France., Eslami P; Philips Healthcare, Cambridge MA., Waks JW; Harvard-Thorndike Electrophysiology Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts., Fiorina L; Ramsay Santé, Institut Cardiovasculaire Paris Sud, Hôpital privé Jacques Cartier, 91300 Massy, France., Chaudhari A; Philips Healthcare, Cambridge MA., Henry C; Philips Healthcare, Paris, France., Johnson AEW; Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA., Pollard T; Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA., Gow B; Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA., Mark RG; Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA., Horng S; Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States., Greenbaum NR; Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.; Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2024 Jun 01. Date of Electronic Publication: 2024 Jun 01.

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports.

Autor: Johnson AEW; Institute of Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA. aewj@mit.edu., Pollard TJ; Institute of Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA., Berkowitz SJ; Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA., Greenbaum NR; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA., Lungren MP; Department of Radiology, Stanford University, Palo Alto, CA, USA., Deng CY; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Mark RG; Institute of Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA., Horng S; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Publikováno v: Scientific data [Sci Data] 2019 Dec 12; Vol. 6 (1), pp. 317. Date of Electronic Publication: 2019 Dec 12.

Consensus Development of a Modern Ontology of Emergency Department Presenting Problems-The Hierarchical Presenting Problem Ontology (HaPPy).

Autor: Horng S; Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States.; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States., Greenbaum NR; Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States.; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States., Nathanson LA; Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States.; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States., McClay JC; Department of Emergency Medicine, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, United States., Goss FR; Department of Emergency Medicine, University of Colorado Hospital, University of Colorado School of Medicine, Aurora, Colorado, United States., Nielson JA; Northeastern Ohio Medical University, University Hospitals Samaritan Medical Center, Ashland, Ohio, United States.

Publikováno v: Applied clinical informatics [Appl Clin Inform] 2019 May; Vol. 10 (3), pp. 409-420. Date of Electronic Publication: 2019 Jun 12.