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Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System

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Artificial intelligence in the training system of future doctors.

Anatoliy V Vykhrushch¹, Nadiya Ya Oliynyk¹, Tetyana V Hariyan¹

¹I.HORBACHEVSKY TERNOPIL NATIONAL MEDICAL UNIVERSITY, TERNOPIL, UKRAINE.

Wiadomosci Lekarskie (Warsaw, Poland : 1960)

|January 10, 2026

Summary

Artificial intelligence (AI) can streamline administrative tasks in medical institutions by optimizing staff and patient information management and scheduling. This enhances efficiency in healthcare organization and medical education.

Keywords:

creativity medicine artificial intelligence communication education personality university

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Area of Science:

Medical Education Technology
Artificial Intelligence in Healthcare
Digital Health Transformation

Background:

The integration of artificial intelligence (AI) is transforming various sectors, including medical education and healthcare administration.
Enhancing the training of future doctors requires innovative approaches to educational processes and a clear understanding of core concepts like 'health'.
The digital transformation of higher medical schools necessitates the evaluation of AI's role in academic and clinical settings.

Purpose of the Study:

To analyze the potential of artificial intelligence in medical education and healthcare administration.
To improve the educational process for future doctors using AI-driven solutions.
To examine the concept of 'health' within professional medical contexts and its regulatory implications.

Main Methods:

Systematic literature search across PubMed, Scopus, Web of Science, and Google Scholar.
Inclusion of grey literature from institutional repositories and policy documents.
Keywords included "artificial intelligence", "medical education", "AI in healthcare", "digital transformation", focusing on 2018-2025 publications.

Main Results:

Artificial intelligence demonstrates significant potential in organizing administrative work within medical institutions.
AI can optimize the management of staff and patient information.
AI facilitates the scheduling of communication with specialists and optimizes overall operational schedules.

Conclusions:

AI offers substantial benefits for the administrative operations of medical institutions.
The application of AI can lead to more efficient management of resources and personnel.
AI tools can improve the logistical aspects of healthcare delivery and medical training.