M
Milena A. Gianfrancesco
Researcher at University of California, San Francisco
Publications - 78
Citations - 4326
Milena A. Gianfrancesco is an academic researcher from University of California, San Francisco. The author has contributed to research in topics: Population & Medicine. The author has an hindex of 23, co-authored 65 publications receiving 2478 citations. Previous affiliations of Milena A. Gianfrancesco include University of California, Berkeley & Karolinska University Hospital.
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Journal ArticleDOI
Characteristics associated with hospitalisation for COVID-19 in people with rheumatic disease: data from the COVID-19 Global Rheumatology Alliance physician-reported registry.
Milena A. Gianfrancesco,Kimme L. Hyrich,Sarah Al-Adely,Loreto Carmona,Maria I. Danila,Maria I. Danila,Laure Gossec,Zara Izadi,Lindsay Jacobsohn,Patricia P. Katz,Saskia Lawson-Tovey,Elsa F Mateus,Stephanie Rush,Gabriela Schmajuk,Julia F. Simard,Anja Strangfeld,Laura Trupin,Katherine D Wysham,Suleman Bhana,Wendy Costello,Rebecca Grainger,Jonathan S. Hausmann,Jonathan S. Hausmann,Jean W. Liew,Emily Sirotich,Paul Sufka,Zachary S. Wallace,Jinoos Yazdany,Pedro Machado,Philip Robinson,Philip Robinson +30 more
TL;DR: It is found that glucocorticoid exposure of ≥10 mg/day is associated with a higher odds of hospitalisation and anti-TNF with a decreased odds ofospitalisation in patients with rheumatic disease.
Journal ArticleDOI
Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data.
TL;DR: The potential biases that may be introduced into machine learning–based clinical decision support tools that use electronic health record data are outlined and potential solutions to the problems of overreliance on automation, algorithms based on biased data, and algorithms that do not provide information that is clinically meaningful are proposed.
Journal ArticleDOI
Factors associated with COVID-19-related death in people with rheumatic diseases: results from the COVID-19 Global Rheumatology Alliance physician-reported registry.
Anja Strangfeld,Martin Schäfer,Milena A. Gianfrancesco,Saskia Lawson-Tovey,Jean W. Liew,Lotta Ljung,Elsa F Mateus,Christophe Richez,Maria José Santos,Gabriela Schmajuk,Carlo Alberto Scirè,Emily Sirotich,Jeffrey A. Sparks,Paul Sufka,Thierry Thomas,Laura Trupin,Zachary S. Wallace,Sarah Al-Adely,Javier Bachiller-Corral,Suleman Bhana,Patrice Cacoub,Loreto Carmona,Ruth Costello,Wendy Costello,Laure Gossec,Rebecca Grainger,Eric Hachulla,Rebecca Hasseli,Jonathan S. Hausmann,Kimme L. Hyrich,Zara Izadi,Lindsay Jacobsohn,Patricia P. Katz,Lianne Kearsley-Fleet,Philip Robinson,Philip Robinson,Jinoos Yazdany,Pedro Machado +37 more
TL;DR: In this paper, the authors determined factors associated with COVID-19-related death in people with rheumatic diseases, including age, sex, smoking status, comorbidities, diagnosis, disease activity and medications.
Journal ArticleDOI
Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist
Beau Norgeot,Giorgio Quer,Brett K. Beaulieu-Jones,Ali Torkamani,Raquel Dias,Milena A. Gianfrancesco,Rima Arnaout,Isaac S. Kohane,Suchi Saria,Eric J. Topol,Ziad Obermeyer,Bin Yu,Atul J. Butte +12 more
TL;DR: The MI-CLAIM checklist is presented, a tool intended to improve transparent reporting of AI algorithms in medicine and to improve transparency in the evaluation of algorithms used in medicine.
Journal ArticleDOI
Rheumatic disease and COVID-19: initial data from the COVID-19 Global Rheumatology Alliance provider registries.
Milena A. Gianfrancesco,Kimme L. Hyrich,Laure Gossec,Anja Strangfeld,Loreto Carmona,Elsa F Mateus,Paul Sufka,Rebecca Grainger,Zachary S. Wallace,Suleman Bhana,Emily Sirotich,Jean W. Liew,Jonathan S. Hausmann,Wendy Costello,Philip Robinson,Pedro Machado,Pedro Machado,Pedro Machado,Jinoos Yazdany +18 more
TL;DR: This poster presents a probabilistic procedure to assess the immune status of the central giant cell of the immune system and some of the mechanisms leading to organ prolapse and organ failure are described.