Detecting pertussis in the pediatric population using respiratory sound events and CNN. - Roneel V. Sharan; Shlomo Berkovsky; David Fraile Navarro; Hao Xiong 001; Adam Jaffe (Biomed. Signal Process. Control., 2021)

Few-shot fine-tuning SOTA summarization models for medical dialogues. - David Fraile Navarro; Mark Dras; Shlomo Berkovsky (NAACL-HLT (Student Research Workshop), 2022)

Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice. - David Fraile Navarro; Ahmet Baki Kocaballi; Mark Dras; Shlomo Berkovsky (ACM Trans. Comput. Hum. Interact., 2023)

Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review. - David Fraile Navarro; Kiran Ijaz; Dana Rezazadegan; Hania Rahimi-Ardabili; Mark Dras; Enrico W. Coiera; Shlomo Berkovsky (Int. J. Medical Informatics, 2023)