Characteristics of Postoperative Outcome Clusters in Brainstem Cavernous Malformation Patients: An Unsupervised and Supervised Machine Learning Analysis

• Joshua S. Catapano,
• Anant Naik,
• Olga Ciobanu-Caraus,
• Laura B. Lopez Lopez,
• Ashia Hackett,
• E. Nico,
• Stefan W. Koester,
• Lea Scherschinski,
• Joelle N. Hartke,
• Brandon Fox,
• Ethan A. Winkler,
• Robert F. Spetzler,
• Michael T. Lawton

Affiliations

Joshua S. Catapano

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Anant Naik

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Olga Ciobanu-Caraus

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Laura B. Lopez Lopez

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Ashia Hackett

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

E. Nico

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Stefan W. Koester

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Lea Scherschinski

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Joelle N. Hartke

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Brandon Fox

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Ethan A. Winkler

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Robert F. Spetzler

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA

Michael T. Lawton

Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, USA