David Fraile Navarro

According to our database, David Fraile Navarro authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate.

David Fraile Navarro, Berardino Como, Jialei Sheng, Soundariya Ananthan, Shlomo Berkovsky

CoRR, May, 2026

Evaluation format, not model capability, drives triage failure in the assessment of consumer health AI.

David Fraile Navarro, Farah Magrabi, Enrico W. Coiera

CoRR, March, 2026

Conversational AI for Automated Patient Questionnaire Completion: Development Insights and Design Principles.

David Fraile Navarro, Mor Peleg

CoRR, February, 2026

2025

Understanding Clinician Perceptions of GenAI: A Mixed Methods Analysis of Clinical Documentation Tasks.

David Fraile Navarro, Ahmet Baki Kocaballi, Shlomo Berkovsky

J. Medical Syst., December, 2025

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, September, 2023

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., April, 2023

2022

Few-shot fine-tuning SOTA summarization models for medical dialogues.

David Fraile Navarro, Mark Dras, Shlomo Berkovsky

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

2021

Detecting pertussis in the pediatric population using respiratory sound events and CNN.

Roneel V. Sharan, Shlomo Berkovsky, David Fraile Navarro, Hao Xiong, Adam Jaffe

Biomed. Signal Process. Control., 2021