Machine Learning of the Cardiac Phenome and Skin Transcriptome to Categorize Heart Disease in Systemic Sclerosis
Monique Hinchcliff, Tracy Frech, Tammara A. Wood, Chiang‐Ching Huang, Jungwha Julia Lee, Kathleen Aren, John Jake Ryan, Brent D. Wilson, Lauren Beussink‐Nelson, Michael L. Whitfield, Rahul C. Deo, Sanjiv Jayendra Shah
This paper uses machine learning to classify heart disease subgroups in systemic sclerosis using echocardiographic and skin transcriptome data, identifying distinct phenotypes and associated molecular pathways.
bioRxiv · Nov 3, 2017 · PreprintGenomics