Researcher profile

Magdalena Stoeva

· Medical University Plovdiv

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Publications

3 research records shown

Africa’s readiness for artificial intelligence in clinical radiotherapy delivery: Medical physicists to lead the way
2023 · Physica Medica · DOI 10.1016/j.ejmp.2023.102653

BACKGROUND: There have been several proposals by researchers for the introduction of Artificial Intelligence (AI) technology due to its promising role in radiotherapy practice. However, prior to the introduction of the technology, there are certain general recommendations that must be achieved. Also, the current challenges of AI must be addressed. In this review, we assess how Africa is prepared for the integration of AI technology into radiotherapy service delivery. METHODS: To assess the readiness of Africa for integration of AI in radiotherapy services delivery, a narrative review of the available literature from PubMed, Science Direct, Google Scholar, and Scopus was conducted in the English language using search terms such as Artificial Intelligence, Radiotherapy in Africa, Machine Learning, Deep Learning, and Quality Assurance. RESULTS: We identified a number of issues that could limit the successful integration of AI technology into radiotherapy practice. The major issues include insufficient data for training and validation of AI models, lack of educational curriculum for AI radiotherapy-related courses, no/limited AI teaching professionals, funding, and lack of AI technology and resources. Solutions identified to facilitate smooth implementation of the technology into radiotherapy practices within the region include: creating an accessible national data bank, integrating AI radiotherapy training programs into Africa's educational curriculum, investing in AI technology and resources such as electronic health records and cloud storage, and creation of legal laws and policies to support the use of the technology. These identified solutions need to be implemented on the background of creating awareness among health workers within the radiotherapy space. CONCLUSION: The challenges identified in this review are common among all the geographical regions in the African continent. Therefore, all institutions offering radiotherapy education and training programs, management of the medical centers for radiotherapy and oncology, national and regional professional bodies for medical physics, ministries of health, governments, and relevant stakeholders must take keen interest and work together to achieve this goal.

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Science diplomacy in medical physics – an international perspective
2023 · Health and Technology · DOI 10.1007/s12553-023-00756-0
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Co-authors

Francis Hasford

University of Ghana

3 shared publications
Christoph Trauernicht

Stellenbosch University

3 shared publications
Odette Ngano Samba

Université de Yaoundé I

2 shared publications
Edem Sosu

University of Ghana

2 shared publications
Stephen Inkoom

Ghana Atomic Energy Commission

2 shared publications
Taofeeq Ige

University of Abuja

2 shared publications
Mark Pokoo‐Aikins

University of Ghana

2 shared publications
Eva Bezak

South Australia Pathology

1 shared publication
Cari Borrás

Washington Department of Social and Health Services

1 shared publication
Nupur Karmaker

Gono University

1 shared publication
Samuel Okon Inyang

University of Calabar

1 shared publication
Loredana G. Marcu

South Australia Pathology

1 shared publication