ExCaPT: Explainable Cancer Prediction with Transformer-based models
Year: 2025
Type: article
Topic: Machine Learning in Healthcare
Authors and affiliations:
raw_author_name: Ditsuhi Iskandaryan
raw_affiliation_strings: Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L’Hospitalet de Llobregat Barcelona Spain
Oncology Data Analytics Program Catalan Institute of Oncology (ICO) L’Hospitalet de Llobregat Barcelona Spain
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L'Hospitalet de Lloregat Barcelona Spain
Oncology Dt Anlytics Progrm Ctln Institute of Oncology (ICO) L'Hospitlet de Llobregt Brcelon Spin
raw_author_name: Ferran Moratalla-Navarro
raw_affiliation_strings: CIBER of Epidemiology and Public Health (CIBERESP) Madrid Spain
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L’Hospitalet de Llobregat Barcelona Spain
Department of Clinical Sciences Faculty of Medicine and Health Sciences and Universitat de Barcelona Institute of Complex System (UBICS) University of Barcelona Barcelona Spain
Oncology Data Analytics Program Catalan Institute of Oncology (ICO) L’Hospitalet de Llobregat Barcelona Spain
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L'Hospitalet de Lloregat Barcelona Spain
Oncology Dt Anlytics Progrm Ctln Institute of Oncology (ICO) L'Hospitlet de Llobregt Brcelon Spin
CIBER of Epidemiology and Publi Health (CIBERESP) Madrid Spain
Department of Clinical Sciences Faculty of Meicine an Health Sciences an Universitat e Barcelona Institute of Complex System (UBICS) University of Barcelona Barcelona Spain
raw_author_name: Alba Magallon-Baro
raw_affiliation_strings: Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L’Hospitalet de Llobregat Barcelona Spain
Oncology Data Analytics Program Catalan Institute of Oncology (ICO) L’Hospitalet de Llobregat Barcelona Spain
Oncology Dt Anlytics Progrm Ctln Institute of Oncology (ICO) L'Hospitlet de Llobregt Brcelon Spin
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L'Hospitalet de Lloregat Barcelona Spain
raw_author_name: Lois Riobó-Mayo
raw_affiliation_strings: Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L’Hospitalet de Llobregat Barcelona Spain
Oncology Data Analytics Program Catalan Institute of Oncology (ICO) L’Hospitalet de Llobregat Barcelona Spain
Oncology Dt Anlytics Progrm Ctln Institute of Oncology (ICO) L'Hospitlet de Llobregt Brcelon Spin
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L'Hospitalet de Lloregat Barcelona Spain
raw_author_name: Tomas Salas
raw_affiliation_strings: Agencia de Qualitat i Avaluacio Sanitaries de Catalunya (AQuAS) Barcelona Catalonia Spain
Agncia d Qualitat i Avaluacio Sanitaris d Catalunya (AQuAS) Barclona Catalonia Spain
raw_author_name: Miguel Socolovsky
raw_affiliation_strings: Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L’Hospitalet de Llobregat Barcelona Spain
Oncology Data Analytics Program Catalan Institute of Oncology (ICO) L’Hospitalet de Llobregat Barcelona Spain
Oncology Dt Anlytics Progrm Ctln Institute of Oncology (ICO) L'Hospitlet de Llobregt Brcelon Spin
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L'Hospitalet de Lloregat Barcelona Spain
raw_author_name: Victor Moreno
raw_affiliation_strings: CIBER of Epidemiology and Public Health (CIBERESP) Madrid Spain
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L’Hospitalet de Llobregat Barcelona Spain
Department of Clinical Sciences Faculty of Medicine and Health Sciences and Universitat de Barcelona Institute of Complex System (UBICS) University of Barcelona Barcelona Spain
Oncology Data Analytics Program Catalan Institute of Oncology (ICO) L’Hospitalet de Llobregat Barcelona Spain
Oncology Dt Anlytics Progrm Ctln Institute of Oncology (ICO) L'Hospitlet de Llobregt Brcelon Spin
CIBER of Epidemiology and Publi Health (CIBERESP) Madrid Spain
Department of Clinical Sciences Faculty of Meicine an Health Sciences an Universitat e Barcelona Institute of Complex System (UBICS) University of Barcelona Barcelona Spain
Colorectal Cancer Group ONCOBELL Program Institut de Recerca Biomedica de Bellvitge (IDIBELL) L'Hospitalet de Lloregat Barcelona Spain