Segmenting Computed Tomograms for Cardiac Ablation Using Machine Learning Leveraged by Domain Knowledge Encoding

By Ruibin Feng¹, PhD, Brototo Deb¹, MD, Prasanth Ganesan¹, PhD, Fleur V.Y. Tjong^1,2, MD, PhD, Albert J. Rogers¹, MD, Samuel Ruipérez-Campillo^1,3, MS, MEng, Sulaiman Somani¹, MD, Paul Clopton1, MS, Tina Baykaner¹, MD, Miguel Rodrigo^1,4, PhD, James Zou⁵, PhD, Francois Haddad¹, MD, Matei Zahari⁶, PhD, Sanjiv M. Narayan¹, MD, PhD

¹ Department of Medicine and Cardiovascular Institute, Stanford University, Stanford, CA
² Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
³ Bioengineering Department, University of California, Berkeley, CA
⁴ CoMMLab, Universitat Politècnica de València, Valencia, Spain
⁵ Department of Biomedical Data Science, Stanford University, Stanford, CA
⁶ Department of Computer Science, Stanford University, Stanford, CA

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