Vulnerabilities of feature clustering in EIT radiomics
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Maike S.V. Imkamp
raw_affiliation_strings: Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Department of Clinical Epidemiology and Medical Technology, Maastricht University Medical Centre+ (MUMC+), Maastricht, the Netherlands; Department of Advanced Computing Sciences (DACS), Maastricht University, Maastricht, the Netherlands. Electronic address: m.imkamp@basaltrevalidatie.nl
raw_author_name: Vasco C.G. Prudente
raw_affiliation_strings: Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
raw_author_name: Eda Aydeniz
raw_affiliation_strings: Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Department of Intensive Care Medicine, Laurentius Hospital Roermond, Roermond, the Netherlands
raw_author_name: Frank van Rosmalen
raw_affiliation_strings: Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Sebastiaan de Jongh
raw_affiliation_strings: Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Sander M.J. van Kuijk
raw_affiliation_strings: Department of Clinical Epidemiology and Medical Technology, Maastricht University Medical Centre+ (MUMC+), Maastricht, the Netherlands
raw_author_name: Christof Seiler
raw_affiliation_strings: Department of Advanced Computing Sciences (DACS), Maastricht University, Maastricht, the Netherlands
raw_author_name: Joep Schellens
raw_affiliation_strings: Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Mariëlle Driessen
raw_affiliation_strings: Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Serge J.H. Heines
raw_affiliation_strings: Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Iwan C.C. van der Horst
raw_affiliation_strings: Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Dennis C.J.J. Bergmans
raw_affiliation_strings: Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, the Netherlands
raw_author_name: Leonard Wee
raw_affiliation_strings: Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands
raw_author_name: Bas C.T. van Bussel
raw_affiliation_strings: Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands