Estimation of Left Ventricular Mass FBom Clinical Parameters and Cardiac Motion Features by Leveraging Machine Learning

• Joanna Sulkowska, MD,
• Aklilu Woldegabriel Melles, BSc,
• Julia Brox Skranes, MD, PhD,
• Trygve Berge, MD, PhD,
• Arnljot Tveit, MD, PhD,
• Helge Røsjø, MD, PhD,
• Magnus Nakrem Lyngbakken, MD, PhD,
• Alexander Refsum Jensenius, PhD,
• Michael Paus, MD,
• Thakshani Wimalanathan, MD,
• Torbjørn Omland, MD, PhD,
• Ulysse Côté-Allard, PhD, MSc, BSc,
• Siri Lagethon Heck, MD, PhD

Affiliations

Joanna Sulkowska, MD

University of Oslo

Aklilu Woldegabriel Melles, BSc

Akershus University Hospital

Julia Brox Skranes, MD, PhD

K.G. Jebsen Center for Cardiac Biomarkers

Trygve Berge, MD, PhD

he Department of Medical Research, Vestre Viken Bærum Hospital

Arnljot Tveit, MD, PhD

Vestre Viken Bærum Hospital

Helge Røsjø, MD, PhD

University of Oslo, K.G. Jebsen Center for Cardiac Biomarkers and Division of Research and Innovation at Akershus University Hospital

Magnus Nakrem Lyngbakken, MD, PhD

University of Oslo and K.G.Jebsen Center of Cardiac Biomarkers and Ahershus University Hospital

Alexander Refsum Jensenius, PhD

University of Oslo and RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion

Michael Paus, MD

Oslo University Hospital

Thakshani Wimalanathan, MD

Oslo University Hospital

Torbjørn Omland, MD, PhD

University of Oslo and K.J.Jebsen Center for Cardiac Biomarkers

Ulysse Côté-Allard, PhD, MSc, BSc

University of Oslo

Siri Lagethon Heck, MD, PhD

Akershus University Hospital, University of Oslo