Explainable feature selection combining particle swarm optimisation with adaptive LASSO for MRI radiogenomics: Predicting HPV status in oropharyngeal cancer
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Milad Ahmadian
raw_affiliation_strings: Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; Department of Radiology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; Amsterdam Center for Language and Communication, University of Amsterdam, Amsterdam, The Netherlands
raw_author_name: Zuhir Bodalal
raw_affiliation_strings: Department of Radiology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
raw_author_name: Mary Adib
raw_affiliation_strings: Faculty of Science, Mathematics and Computer Science, University of Amsterdam, Amsterdam, The Netherlands
raw_author_name: Seyed Sahand Mohammadi Ziabari
raw_affiliation_strings: Faculty of Science, Mathematics and Computer Science, University of Amsterdam, Amsterdam, The Netherlands; School Of Science, Mathematics And Technology, SUNY Empire State University, NY, USA
raw_author_name: Paula Bos
raw_affiliation_strings: Department of Radiation Oncology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
raw_author_name: Roland M. Martens
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, The Netherlands
raw_author_name: Georgios Agrotis
raw_affiliation_strings: Department of Radiology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; Department of Radiology, University Hospital of Larissa, Thessaly, Greece
raw_author_name: Conchita Vens
raw_affiliation_strings: Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; School of Cancer Science, University of Glasgow, Glasgow, Scotland, UK
raw_author_name: Luc Karssemakers
raw_affiliation_strings: Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
raw_author_name: Abrahim Al-Mamgani
raw_affiliation_strings: Department of Radiation Oncology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; Department of Radiation Oncology, Amsterdam UMC, Amsterdam, The Netherlands
raw_author_name: Pim de Graaf
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, The Netherlands
raw_author_name: Bas Jasperse
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, The Netherlands
raw_author_name: Ruud H Brakenhoff
raw_affiliation_strings: Department of Otolaryngology-Head and Neck Surgery, Amsterdam UMC, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
raw_author_name: C René Leemans
raw_affiliation_strings: Department of Otolaryngology-Head and Neck Surgery, Amsterdam UMC, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
raw_author_name: Regina G.H. Beets-Tan
raw_affiliation_strings: GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands; Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark; The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
raw_author_name: Michiel W.M. van den Brekel
raw_affiliation_strings: Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; Amsterdam Center for Language and Communication, University of Amsterdam, Amsterdam, The Netherlands. Electronic address: m.w.m.vandenbrekel@uva.nl
raw_author_name: Jonas A. Castelijns
raw_affiliation_strings: Department of Radiology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands