Physicians and AI in healthcare: insights from a mixed-methods study in Poland on adoption and challenges.

ABSTRACT:

Introduction

Understanding healthcare professionals' attitudes towards artificial intelligence (AI) in medicine is crucial for improving patient care and clinical practice. This study combines a systematic review and a survey targeting Polish physicians to explore these attitudes. While many healthcare professionals express enthusiasm and readiness for AI integration, others remain skeptical due to concerns about reliability, ethical implications, and legal accountability. The systematic review highlighted AI's potential benefits, such as improved diagnostic accuracy and workflow efficiency, alongside challenges like data privacy and the need for validation in atypical scenarios.

Materials and methods

This study combines insights from a systematic review and a targeted surve

SUBMITTER: Kowalewska E 

PROVIDER: S-EPMC11949901 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature