Information about the first steps of implementation of digitalization and AI at the Faculty of Medicine, TSU

Abstract

The Faculty of Medicine at Ivane Javakhishvili Tbilisi State University (TSU) has made significant strides in digitalization and the integration of artificial intelligence (AI) within medical education, diagnostics, and research. Key initiatives include the establishment of a Digital Pathology System at the Alexandre Natishvili Institute of Morphology (TSU-IM), the launch of research and development projects in digital pathology, as well as the enhancement of educational programs through Competitive Innovation Fund (CIF) projects.

Digital Pathology Infrastructure: TSU-IM has developed a state-of-the-art Digital Pathology Laboratory, equipped with a MoticEasyScan Pro 6 scanner and advanced IT infrastructure. This system enables remote consultation, research, and education, supporting collaboration with international pathologists. With over 850 slides and 65 patient cases digitized, the platform facilitates remote access, digital analysis, and includes tools for annotation and measurement.

Research Initiatives: A current project, "Development of a Complex Model for Breast Cancer Classification using Digital Pathology," aims to create an advanced breast cancer classification model based on histological images and machine learning. The model leverages techniques such as Fully Convolutional Networks and Convolutional Neural Networks to classify malignancies and hormone receptor statuses, enhancing diagnostic accuracy and efficiency in case analysis.

Educational Program Development (CIF Projects): Supported by CIF, TSU is advancing medical education through the development of modern programs in Translational Neuroscience and Molecular Pathology. The Translational Neuroscience program, a consortium with three Georgian universities, addresses gaps in neuroscience education by introducing an integrated course, a translational research hub, and innovative tools such as virtual patient programs. The Molecular Pathology curriculum bridges basic science and clinical practice, with plans for a molecular pathology lab, bioinformatics center, and comprehensive training for educators across Georgia.

These initiatives reflect TSU’s commitment to modernizing medical education, aligning Georgia’s standards with international benchmarks, and enhancing the nation’s capacity in medical research, education, and healthcare delivery.