المؤلفون: Kayte Spector-Bagdady, Shengpu Tang, Sarah Jabbour, W. Nicholson Price, Ana Bracic, Melissa S. Creary, Sachin Kheterpal, Chad M. Brummett, Jenna Wiens

المصدر: Health Affairs. 40:1892-1899

مصطلحات موضوعية: Health Policy

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::981e3a61d47ced38a02e3b840809282c
https://doi.org/10.1377/hlthaff.2021.01197

المؤلفون: Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora Schoerverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang, Ahmed Alaa, Harvineet Singh, Irene Y Chen, Shalmali Joshi

المساهمون: Parziale, Antonio, Agrawal, Monica, Joshi, Shalmali, Chen, Irene Y., Tang, Shengpu, Oala, Lui, Subbaswamy, Adarsh, Severson, Kristen, Kumar, Sayantan, Schoerverth, Elora, Hegselmann, Stefan, Zhou, Helen, Zamzmi, Ghada, Mugambi, Purity, Sizikova, Elena, Abebe Tadesse, Girmaw, Zhou, Yuyin, Killian, Taylor, Zhang, Haoran, Kamran, Fahad, Hobby, Andrea, Huang, Mar, Alaa, Ahmed, Singh, Harvineet, Y Chen, Irene

وصف الملف: ELETTRONICO

Relation: ispartofbook:Proceedings of the 2nd Machine Learning for Health symposium; Machine Learning for Health 2022; volume:193; firstpage:1; lastpage:11; numberofpages:11; serie:PROCEEDINGS OF MACHINE LEARNING RESEARCH; https://hdl.handle.net/11386/4813087; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85164685966; https://proceedings.mlr.press/v193/parziale22a.html

الاتاحة: https://hdl.handle.net/11386/4813087
https://proceedings.mlr.press/v193/parziale22a.html

المؤلفون: Brahmajee K. Nallamothu, Benjamin Y. Li, John P. Donnelly, Shengpu Tang, Karandeep Singh, John Z. Ayanian, Fahad Kamran, Carleen Penoza, Jonathon P McBride, Michael W. Sjoding, Jenna Wiens, Thomas S. Valley, Melissa Y. Wei, Erkin Otles, Jie Cao

المصدر: Annals of the American Thoracic Society

مصطلحات موضوعية: Adult, Male, Pulmonary and Respiratory Medicine, medicine.medical_specialty, Index (economics), medicine.medical_treatment, Disease, law.invention, 03 medical and health sciences, 0302 clinical medicine, Interquartile range, law, Intensive care, medicine, Humans, Hospital Mortality, 030212 general & internal medicine, Pandemics, Original Research, Aged, Retrospective Studies, Mechanical ventilation, SARS-CoV-2, business.industry, Editorials, COVID-19, Middle Aged, Intensive care unit, Confidence interval, prediction model, Hospitalization, Intensive Care Units, deterioration index, coronavirus disease, 030228 respiratory system, validation study, Cohort, Emergency medicine, Female, Adult Pulmonary, business

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::971a829fed698e0f4ebd0926b648bb51
https://doi.org/10.1513/annalsats.202006-698oc

المؤلفون: Fahad Kamran, Shengpu Tang, Erkin Otles, Dustin S McEvoy, Sameh N Saleh, Jen Gong, Benjamin Y Li, Sayon Dutta, Xinran Liu, Richard J Medford, Thomas S Valley, Lauren R West, Karandeep Singh, Seth Blumberg, John P Donnelly, Erica S Shenoy, John Z Ayanian, Brahmajee K Nallamothu, Michael W Sjoding, Jenna Wiens

مصطلحات موضوعية: Adult, Male, Adolescent, Clinical Sciences, Risk Assessment, Machine Learning, Young Adult, Predictive Value of Tests, Clinical Research, Clinical Decision Rules, General & Internal Medicine, 80 and over, Humans, Electronic Health Records, Retrospective Studies, Aged, Aged, 80 and over, screening and diagnosis, Clinical Deterioration, SARS-CoV-2, COVID-19, General Medicine, Middle Aged, Prognosis, Hospitals, 4.1 Discovery and preclinical testing of markers and technologies, Hospitalization, Detection, Good Health and Well Being, ROC Curve, Area Under Curve, Linear Models, Public Health and Health Services, Female, Patient Safety

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::85ac94247ae8fbf9bb43849b5bfd9e0e
https://escholarship.org/uc/item/9tm413jv

المؤلفون: Parziale, Antonio, Monica, Agrawal, Shengpu, Tang, Kristen, Severson, Luis, Oala, Adarsh, Subbaswamy, Sayantan, Kumar, Elora, Schoerverth, Stefan, Hegselmann, Helen, Zhou, Ghada, Zamzmi, Purity, Mugambi, Elena, Sizikova, Girmaw Abebe Tadesse, Yuyin, Zhou, Taylor, Killian, Haoran, Zhang, Fahad, Kamran, Andrea, Hobby, Mars, Huang, Ahmed, Alaa, Harvineet, Singh, Irene, Y Chen, Shalmali, Joshi

URL الوصول: https://explore.openaire.eu/search/publication?articleId=od______3666::3179c4548333a3fba8c09aa4426cc944
https://hdl.handle.net/11386/4813087

المؤلفون: Jenna Wiens, Jonathon P McBride, Fahad Kamran, Carleen Penoza, Thomas S. Valley, Michael W. Sjoding, Benjamin Y. Li, Karandeep Singh, John Z. Ayanian, Brahmajee K. Nallamothu, Jie Cao, Erkin Otles, Melissa Y. Wei, John P. Donnelly, Shengpu Tang

مصطلحات موضوعية: Mechanical ventilation, medicine.medical_specialty, Index (economics), 020205 medical informatics, Coronavirus disease 2019 (COVID-19), Adult patients, business.industry, medicine.medical_treatment, MEDLINE, 02 engineering and technology, EPIC, Predictive value, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Cohort, Emergency medicine, 0202 electrical engineering, electronic engineering, information engineering, Medicine, 030212 general & internal medicine, business

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::5f0233e1981fb0a74aa56f635c7f9433
https://doi.org/10.1101/2020.04.24.20079012

المؤلفون: Jenna Wiens, Shengpu Tang, Amanda Mazzoli, Grant Chappell, Muneesh Tewari, Sung Won Choi

المصدر: JCO Clinical Cancer Informatics

مصطلحات موضوعية: Adult, Male, medicine.medical_specialty, Adolescent, Graft vs Host Disease, Disease, Health records, Machine Learning, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Text mining, Acute graft versus host disease, Original Reports, medicine, Electronic Health Records, Humans, Transplantation, Homologous, Longitudinal Studies, Intensive care medicine, Child, 030304 developmental biology, Aged, Retrospective Studies, 0303 health sciences, Hematopoietic cell, business.industry, Vital Signs, Hematopoietic Stem Cell Transplantation, Infant, General Medicine, Middle Aged, Prognosis, Transplantation, Survival Rate, surgical procedures, operative, ROC Curve, 030220 oncology & carcinogenesis, Child, Preschool, Hematologic Neoplasms, Female, Complication, business, Biomarkers, Sign (mathematics), Follow-Up Studies

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de1130b63db28ae1734eeae9d91e4b5f
https://pubmed.ncbi.nlm.nih.gov/32083957

المؤلفون: Parmida Davarmanesh, Jenna Wiens, Shengpu Tang, Michael W. Sjoding, Yanmeng Song, Danai Koutra

المصدر: Journal of the American Medical Informatics Association : JAMIA

مصطلحات موضوعية: Databases, Factual, AcademicSubjects/SCI01060, Computer science, Feature vector, Health Informatics, computer.software_genre, Research and Applications, Risk Assessment, Data-driven, Machine Learning, Discriminative model, Electronic health record, Intensive care, Preprocessor, Data Mining, Humans, Hospital Mortality, AcademicSubjects/MED00580, Data Management, Flexibility (engineering), preprocessing pipeline, Shock, Pipeline (software), Intensive Care Units, electronic health records, ROC Curve, Data mining, AcademicSubjects/SCI01530, Respiratory Insufficiency, computer

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f2b3ac1762ea153d59ca2fa44227061b
https://pubmed.ncbi.nlm.nih.gov/33040151

المؤلفون: James Ashton-Miller, Loubna Baroudi, Barry Belmont, Natacha Comandante-Lou, Jesus A. Castor-Macias, Kathleen E. Finn, Dorsa Haji Ghaffari, Robert Graham, Jacqueline Larouche, Benjamin Y. Li, Ying Liu, Anjali Mittal, Zachariah Sperry, Shengpu Tang, Nathaly Villacis, Megan Weivoda, Raymond Yung, Hans J. Zander, Yingying Zeng, Muru Zhou

مصطلحات موضوعية: engrXiv|Engineering, bepress|Engineering, engrXiv|Engineering|Engineering Education, bepress|Engineering|Engineering Education

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::985db1ec08310764d350902baa4297d5
https://engrxiv.org/u3fnb

المؤلفون: Kamran, Fahad, Shengpu Tang, Otles, Erkin, McEvoy, Dustin S., Saleh, Sameh N., Jen Gong, Y. Li, Benjamin, Dutta, Sayon, Xinran Liu, Medford, Richard J., Valley, Thomas S., West, Lauren R., Singh, Karandeep, Blumberg, Seth, Donnelly, John P., Shenoy, Erica S., Ayanian, John Z., Nallamothu, Brahmajee K., Sjoding, Michael W., Wiens, Jenna

المصدر: BMJ: British Medical Journal; 2/26/2022, Vol. 376 Issue 8327, p1-12, 12p

مصطلحات موضوعية: HOSPITALS, COVID-19, RESEARCH methodology, PATIENTS, MACHINE learning, RETROSPECTIVE studies, RISK assessment, HOSPITAL admission & discharge, HOSPITAL mortality, ARTIFICIAL respiration, ELECTRONIC health records, EARLY diagnosis

المؤلفون: Shengpu Tang, Modi, A., Sjoding, M. W., Wiens, J.

المصدر: Scopus-Elsevier

مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Statistics - Machine Learning, Machine Learning (stat.ML), Machine Learning (cs.LG)

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d309b5e788291a58e674db337735fa2
http://www.scopus.com/inward/record.url?eid=2-s2.0-85098811001&partnerID=MN8TOARS

المؤلفون: Parziale, Antonio, Agrawal, Monica, Joshi, Shalmali, Chen, Irene Y., Tang, Shengpu, Oala, Lui, Subbaswamy, Adarsh

المساهمون: Antonio Parziale, Monica Agrawal, Shalmali Joshi, Irene Y. Chen, Shengpu Tang, Luis Oala, Adarsh Subbaswamy

مصطلحات موضوعية: Machine Learning, Healthcare, Artificial intelligence, Explainable artificial intelligence

وصف الملف: ELETTRONICO

Relation: volume:193; firstpage:1; lastpage:577; numberofpages:577; serie:PROCEEDINGS OF MACHINE LEARNING RESEARCH; https://hdl.handle.net/11386/4813088; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85171451197; https://proceedings.mlr.press/v193/

الاتاحة: https://hdl.handle.net/11386/4813088
https://proceedings.mlr.press/v193/