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Radiology, a field continually evolving is currently experiencing transformative advancements. This paper explores the present state and future projections of the radiology market, emphasizing the role of artificial intelligence (AI) and virtual reality (VR). With the proliferation of diagnostic equipment and increasing examination numbers, the radiology market demonstrates substantial growth potential. Projections indicate a surpassing of $12 billion for the MRI market by 2030. AI, particularly through machine le...

Medical imaging plays a crucial role in the diagnosis and treatment of numerous conditions, allowing physicians to gain insights into the anatomical structures and physiological processes of the body. With the advancement of technology, the need for efficient methods of storing, processing, and analyzing medical images has become increasingly important. The NIfTI (Neuroimaging Informatics Technology Initiative) format has emerged as a standard way of representing image data, particularly in neuroimaging. This arti...

This study investigates the relationship between self-esteem and employment transitions, focusing on voluntary turnover and involuntary dismissals. Utilizing a quantitative methodology, data were collected via Computer-Assisted Telephone Interviewing (CATI) between August and September 2024 (N = 1,400), targeting job advertisement respondents across Poland’s 15 largest cities, from which n-242 subjects fully participated in the study. Self-esteem was measured using the Rosenberg Self-Esteem Scale (SES), Polish a...

Artificial intelligence and robotic technologies are increasingly reshaping modern healthcare, introducing new possibilities for diagnostics, patient support, and hospital operations. This paper examines the current applications and future directions of AI and robotics in medical care, with particular attention to their impact on patient–caregiver relationships and clinical workflows. The growing pressure on healthcare systems, driven by rising patient numbers, workforce shortages, and limited resources, highlig...

Artificial Intelligence (AI) is playing an increasingly significant role in the transformation of computer-based learning (CBL), offering new opportunities to enhance personalization, engagement, and learning effectiveness. This paper explores the role of AI in strengthening CBL by examining its theoretical foundations, key methods and technologies, and implications for educational practice. Grounded in educational technology theory and cognitive learning frameworks, the study discusses how AI-driven systems suppo...

Virtual reality (VR) is becoming an increasingly valuable tool in modern medicine, with a wide range of applications across diagnostics, therapeutic interventions, patient care, and professional training. This paper presents an overview of current VR technologies used to visualize medical imaging data such as CT, MRI, and PET scans in three-dimensional environments. Both global and Polish markets offer a variety of VR-based software solutions ranging from commercial products to open-source platforms that enable de...