Latest AI and machine learning research in work force for healthcare professionals.
BACKGROUND: Specialized outpatient palliative care (SOPC) provides home-based care for terminally ill patients and is associated with improved quality of life and prolonged survival. Due to its decentralized structure and growing demand, SOPC is a key target for digital transformation. Telehealth, mobile health, and AI offer considerable potential benefits but also present challenges, particularly...
INTRODUCTION: Digital health technologies are increasingly used across oncology services, but the available evidence remains concentrated on patient-facing and clinical applications. Organisational perspectives and the involvement of non-clinical professionals remain poorly represented. This scoping review mapped digital health technologies used in adult oncology care, examined their functions for...
PURPOSE: Appropriate pain assessment of adults is critical for effective pain management. Technology-driven tools can contribute to improved pain asse...
Machine-learning surrogate models have shown promise in accelerating aerodynamic design, yet progress toward generalizable predictors for three-dimens...
STEM instructors are teaching in classrooms shaped by wide variation in students' prior preparation, learning experiences, and well-being, much of whi...
Radiology occupational safety has historically centred on radiation protection. Although radiation safety remains essential, the digital transformatio...
BACKGROUND: As digital technologies become increasingly embedded in daily life, their roles in mental health care have expanded and diversified. Digit...
Digital pathology and value-based healthcare (VBHC) are converging to reshape diagnostic medicine, yet the histotechnologist, whose tissue preparation...
BACKGROUND: With the expanding need for advance care planning (ACP), innovative educational strategies for training health care providers are increasi...
OBJECTIVE: Psychiatry graduate medical education (GME) faces converging pressures of increasing clinical demand, rising administrative burden, and wor...
PURPOSE: Africa is entering a new era of cancer research, driven by renewed commitments to genomic innovation, data equity, and strengthened cancer re...
The public release of large language models (LLMs) in late 2022 has fundamentally altered the landscape of scholarly medical publishing. LLMs now perm...
The United States National Institutes of Health (NIH) serves as the cornerstone of biomedical research funding. Yet, radiology departments receive a d...
AIM: To describe the rapid evolution of emerging digital technologies in oncology nursing and clarify the essential informatics competencies required ...
BACKGROUND: Nasopharyngeal carcinoma (NPC) can be detected early on MRI, but adoption for screening is limited by a shortage of experienced specialist...
INTRODUCTION: Telehealth is a strategic component of primary health care and has advanced in Brazil through the National Telehealth Program. Its benef...
Artificial intelligence (AI) is reshaping hospitality work and changing how employees perceive occupational risks and their capacity to adapt. How the...
Artificial intelligence (AI) is rapidly becoming a core methodological pillar of molecular biology and precision medicine, and Africa is a uniquely co...
AI scribes are increasingly used to reduce clinical documentation burden, but ethical evaluation must extend beyond efficiency to include training, go...
Robotic surgery has seen substantial growth, however training access remains limited by resources and time-intensive credentialling pathways. Technolo...