Explainable Multitask Transformers for Early Detection of Smoking Behaviors and Lung Cancer Symptoms from Danish Electronic Health Records

Amir Sorayaie Azar, Uffe Kock Wiil, Margrethe Høstgaard Bang Henriksen, Jamshid Bagherzadeh Mohasefi, Ole Hilberg, Amin Naemi, Ali Ebrahimi. Explainable Multitask Transformers for Early Detection of Smoking Behaviors and Lung Cancer Symptoms from Danish Electronic Health Records. In Mauro Giacomini, Jaime Delgado, Theodoros N. Arvanitis, Elisavet Andrikopoulou, Arriel Benis, Gabriella Balestra, Riccardo Bellazzi, Parisis Gallos, Roberto Gatta, Daniele Roberto Giacobbe, Noemi Giordano, Maria Hägglund, Lars Lindsköld, Lenka Lhotská, Sara Marceglia, Enea Parimbelli, Lucia Sacchi, Paolo Soda, Lacramioara Stoicu-Tivadar, Pierangelo Veltri, Patrizia Vizza, editors, Opening the Personal Gate between Technology and Health Care - Proceedings of MIE 2026, Genova, Italy, 25-28 May 2026. Volume 336 of Studies in Health Technology and Informatics, pages 904-908, IOS Press, 2026. [doi]

Authors

Amir Sorayaie Azar

This author has not been identified. Look up 'Amir Sorayaie Azar' in Google

Uffe Kock Wiil

This author has not been identified. Look up 'Uffe Kock Wiil' in Google

Margrethe Høstgaard Bang Henriksen

This author has not been identified. Look up 'Margrethe Høstgaard Bang Henriksen' in Google

Jamshid Bagherzadeh Mohasefi

This author has not been identified. Look up 'Jamshid Bagherzadeh Mohasefi' in Google

Ole Hilberg

This author has not been identified. Look up 'Ole Hilberg' in Google

Amin Naemi

This author has not been identified. Look up 'Amin Naemi' in Google

Ali Ebrahimi

This author has not been identified. Look up 'Ali Ebrahimi' in Google