Gianfrancesco, Milena A.

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data

Gianfrancesco, M. A., Tamang, S., Yazdany, J., & Schmajuk, G. (2018) · JAMA Internal Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 1,395

Factors associated with COVID-19-related death in people with rheumatic diseases: results from the COVID-19 Global Rheumatology Alliance physician-reported registry

Strangfeld, A., Schäfer, M., Gianfrancesco, M. A., Lawson-Tovey, S., Liew, J. W., Ljung, L., Mateus, E. F., Richez, C., Santos, M. J., Schmajuk, G., et al. (2021) · Annals of the Rheumatic Diseases

COVID-19 Clinical Research StudiesRheumatoid Arthritis Research and Therapies

Cited by 667

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist.

Norgeot, B., Quer, G., Beaulieu-Jones, B. K., Torkamani, A., Dias, R., Gianfrancesco, M., Arnaout, R., Kohane, I. S., Saria, S., Topol, E., et al. (2020) · Nature Medicine

Artificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)

Cited by 665

Associations of baseline use of biologic or targeted synthetic DMARDs with COVID-19 severity in rheumatoid arthritis: Results from the COVID-19 Global Rheumatology Alliance physician registry

Sparks, J. A., Wallace, Z. S., Seet, A. M., Gianfrancesco, M. A., Izadi, Z., Hyrich, K. L., Strangfeld, A., Gossec, L., Carmona, L., Mateus, E. F., et al. (2021) · Annals of the Rheumatic Diseases

Rheumatoid Arthritis Research and TherapiesCOVID-19 Clinical Research Studies

Cited by 238

Multiple sclerosis risk loci and disease severity in 7,125 individuals from 10 studies

George, M. F., Briggs, F. B. S., Shao, X., Gianfrancesco, M. A., Kockum, I., Harbo, H. F., Celius, E. G., Bos, S. D., Hedström, A., Shen, L., et al. (2016) · Neurology Genetics

Multiple Sclerosis Research StudiesGenetic Associations and Epidemiology

Cited by 86

High consumption of coffee is associated with decreased multiple sclerosis risk; results from two independent studies

Hedström, A. K., Mowry, E. M., Gianfrancesco, M. A., Shao, X., Schaefer, C. A., Shen, L., Olsson, T., Barcellos, L. F., & Alfredsson, L. (2016) · Journal of Neurology, Neurosurgery & Psychiatry

Multiple Sclerosis Research StudiesCoffee research and impacts

Cited by 77