The article analyses the possibilities and features of using artificial intelligence technologies in the educational process of higher medical schools in the conditions of digitalisation and transformation of the learning environment. Modern approaches to the integration of artificial intelligence tools in the training of medical students, in particular, intelligent learning systems, educational chatbots and adaptive platforms, are considered, and their potential for personalising learning, increasing motivation and efficiency of learning material assimilation is assessed. Special attention is paid to analysing the risks and limitations of artificial intelligence in medical education, in particular the impact on the development of critical thinking, ethical and legal aspects, as well as issues of data reliability and security. The empirical basis of the study is the results of anonymous questionnaire survey of more than 200 students and interns of medical and dental faculties, conducted at the Department of Medical Informatics, Faculty of Postgraduate Education, Danylo Halytskyi Lviv National Medical University. The frequency and directions of using artificial intelligence tools in the educational process, their impact on the understanding of complex topics, the speed of completing academic tasks and academic performance, as well as the level of students' trust in the information obtained were analysed. The results of the study indicate a high prevalence of the use of artificial intelligence technologies among medical students and their predominantly positive impact on learning activities, provided that a critical approach to information processing is maintained. The feasibility of gradual and controlled integration of artificial intelligence technologies into the educational process with a focus on the development of critical thinking, information security and ethical responsibility of future medical professionals is substantiated.
This paper presents a comprehensive review of bending sensors and their classifications. The main focus is on advancements in the design of optical fibre bending sensors based on fibre Bragg gratings (FBGs). Various measurement principles employed in optical fibre bending sensors are analysed, highlighting their respective advantages and limitations. Particular attention is given to sensors utilising long period gratings (LPGs), Tilted fibre Bragg gratings (TFBGs), and multicore (MCF) fibre structures, which demonstrate significant potential for the development of highly sensitive and compact bending sensing systems.
Vertebral compression fractures are often the initial sign of systemic osteoporosis. Early detection and targeted treatment are crucial to prevent additional skeletal damage. Methods: Ten patients with systemic osteoporosis and confirmed lumbar compression fractures were examined (mean age 63 ± 2 years; 8 women, 2 men). All fractures occurred before patients were aware of their osteoporosis. Laboratory tests included 25(OH)D, CRP, calcium, ionized calcium, and phosphorus. DXA scans were performed at the hip and lumbar spine. Initial results showed vitamin D levels at 18.7 ± 1.3 ng/mL (normal 30), CRP at 7.25 ± 1.1 mg/L (normal <5), phosphorus at 0.65 ± 0.07 mmol/L (normal 0.81), and ionized calcium at 0.81 ± 1.1 mmol/L (normal 1.1). Femoral neck T-score was −2.2 ± 0.1, Z-score −2.3 ± 0.1; lumbar spine T-score +2.5 ± 0.1 and Z-score +2.8 ± 0.1, reflecting degenerative artifacts. All patients received vitamin D 5600 IU, ibandronic acid 150 mg monthly, and Osteogenon two tablets twice daily for 60 days. Results. After six months, improvements were observed in clinical, laboratory, and densitometric assessments. Vitamin D levels normalized in 9 patients (33.2 ± 2.3 ng/mL). DXA showed positive changes: hip T-score increased to −1.9 ± 0.1 and Z-score to −1.8 ± 0.1; lumbar spine T-score rose to −1.7 ± 0.1 and Z-score to −1.6 ± 0.1. Conclusion: The combined therapeutic approach of vitamin D repletion, anabolic vitamin D repletion, anti-resorptive therapy with ibandronic acid, and adjunctive Osteogenon recting metabolic abnormalities and enhancing bone mineral density. These findings support the importance of comprehensive, multimodal management in patients with systemic osteoporosis and vertebral compression fractures.
Autoimmune thyroiditis (AIT) is the most common autoimmune endocrine disorder, and recognizing infectious triggers like Yersinia enterocolitica is crucial for clinicians to improve diagnosis and management. A 53-year-old man presented with fatigue, irritability, sweating, and palpitations. Laboratory tests showed suppressed TSH, elevated FT3, normal FT4, and anti-TPO >1000 IU/mL. Western blot confirmed Yersinia enterocolitica infection through IgA and IgG detection, highlighting the importance of specific serological methods for accurate diagnosis. Mild lymphocytosis with relative neutropenia suggested immune activation. The diagnosis was autoimmune thyroiditis (AIT) with transient thyrotoxicosis triggered by Yersinia enterocolitica. Treatment with thiamazole and doxycycline resulted in complete resolution of symptoms and normalization of thyroid hormone levels. Discussion: This case supports the hypothesis that Yersinia enterocolitica may trigger autoimmune thyroiditis through molecular mimicry and immune dysregulation, which can also affect male reproductive health, underscoring the importance of a comprehensive assessment. Conclusion: Screening for infectious cofactors, such as Yersinia enterocolitica, in men with thyroid autoimmunity is vital for accurate diagnosis and effective management, thereby encouraging clinicians to adopt proactive testing strategies.
Abstract. This study presents an artificial intelligence (AI)-assisted historical andbiographical investigation of the surgical aspects of Yurii Lypa's medical practice, confirms his place in the history of Ukrainian medicine, and evaluates his contribution to the development of national medical science and practice. Using historical and biographical methods combined with AI-assisted analysis of archival sources and scholarly literature, the study reconstructs the academic environment that shaped Lypa's professional education and clinical training. Particular attention is paid to surgical education at the University of Poznań during 1922–1929, including the organization of clinical instruction, demonstration operations, bedside teaching, clinical ward rounds, and the acquisition of practical skills in operative surgery, asepsis, antisepsis, and surgical technique. The contribution of Professors Antoni Tomasz Jurasz, Franciszek Raszeja, Adam Wrzosek, and other members of the Faculty of Medicine to the formation of Lypa's clinical thinking and professional competencies is examined. The study demonstrates that the clinical education he received at the University of Poznań became the foundation of his subsequent medical practice, scientific interests, and publications on phytotherapy, which combined the achievements of academic medicine with the rational use of medicinal plants. It is concluded that the University of Poznań and its surgical school exerted a profound influence on Lypa's professional development as a physician, military medical practitioner, and representative of the Ukrainian medical intelligentsia during the firsthalf of the twentiethcentury. Particular emphasis is placed on his medical service during the Second World War, his contribution to the development of Ukrainian military medicine, and his promotion of scientifically grounded phytotherapy. The study also substantiates the need for further historical-medical investigations of Lypa'sprofessional legacy through the expanded use of archival materials preserved at the University of Poznań. Overall, Yurii Lypa's medical career illustrates the successful integration of clinical competence, scientific inquiry, humanistic medical values, patriotic service, and professional responsibility.