AI ASSISTANCE IN PHYSICIAN DEFICIENCY
AUTHOR -
Dr. KHALED EL TAWYL
Genre/Subject – AI, Medical Management
Book code – CCTTTB092464
ISBN(E) – 978-93-94435-33-9
ISBN(P) – 978-93-94435-53-7
DOI – 10.55083/bk.schlup/isbn.978-93-94435-33-9.cctttb092464
Language – German
pgs – 74
VIEW INDEXING
ABOUT AUTHOR
Dr. Khaled El Tawyl is an esteemed medical practitioner with a diverse background encompassing general internal medicine, emergency medicine, and intensiv Care and Palliativ Medizin as well. He was born on 12 July 1982 in Libya and holds dual German and Egyptian nationality. Dr. El Tawyl obtained a Bachelor of Medicine and Bachelor of Surgery from Ain Shams University in Cairo in 2007 and subsequently became a member of the Royal College of Surgeons I in England in 2009. He subsequently obtained German Board certification to practise medicine and became a specialist in internal medicine in Germany in 2020. He also holds a Master’s degree Hospital Business Administration, which he undertook at Friedrich Alexander University.
Throughout his career, Dr. El Tawyl has gained extensive professional experience across multiple countries, including Egypt, England Germany, and Qatar. His expertise spans a range of Fields as Outpatient Department, Emergency medicine, Intensiv Care Unit and Inpatient.
Additionally, he is fluent in Arabic, German, and English. Dr. El Tawyl continues to contribute to the medical field with his diverse skill set and commitment to patient care and medical education. Furthermore, he obtained the expertise Grad in quality management as well as people and culture management from the German industry and Commerce Chamber.
ABOUT BOOK/ABSTRACT
The book titled “AI Assistance in Physician Deficiency” offers a comprehensive exploration of how artificial intelligence (AI) is playing a transformative role in addressing the global shortage of physicians. As healthcare systems worldwide struggle with an increasing demand for medical services due to aging populations, chronic diseases, and access barriers, the physician deficit has become a critical issue. This book delves into how AI technologies can bridge this gap, helping to maintain and even enhance the quality of care despite limited human resources.
Structured into thoughtfully curated chapters, the book begins with an introduction to the growing physician deficit and its impact on global healthcare systems. It explores the socioeconomic and demographic factors that have contributed to this shortage, including population growth, increased life expectancy, and the challenges of medical education. This sets the stage for an in-depth discussion on how AI can alleviate these pressures.
Subsequent chapters focus on the technical aspects of AI, illustrating how machine learning, natural language processing, and robotics can assist in various medical functions. The book explains AI’s role in diagnostics, where it can analyze medical data, interpret images, and identify patterns that may be missed by human physicians, leading to faster and more accurate diagnoses. AI’s contributions to telemedicine, virtual health assistants, and automated medical records are also examined, showing how these tools can help streamline workflows, reduce the burden on healthcare workers, and improve patient outcomes.
Another crucial theme of the book is the ethical and regulatory challenges posed by the integration of AI in healthcare. While AI can perform many tasks that were once the exclusive domain of doctors, questions of accountability, patient safety, and data privacy are at the forefront. The book offers a balanced discussion on how healthcare institutions and governments can develop frameworks that maximize the benefits of AI while mitigating risks.
The book also highlights real-world case studies where AI has successfully been implemented in healthcare settings to address physician shortages. These examples, from rural clinics to urban hospitals, demonstrate how AI is being used to supplement human expertise, particularly in underserved areas where access to specialized care is limited.
Finally, the book looks ahead to the future of AI in healthcare, considering both the opportunities and challenges that lie ahead. The authors discuss the evolving relationship between AI and medical professionals, emphasizing the need for ongoing collaboration between technologists and healthcare providers to ensure that AI tools are designed and deployed in ways that support, rather than replace, physicians.
In summary, “AI Assistance in Physician Deficiency” provides a thorough and insightful examination of how AI can help mitigate the global physician shortage, offering readers a balanced view of the promises and pitfalls of this technology. It is a valuable resource for healthcare professionals, policymakers, technologists, and anyone interested in the future of medical care in an increasingly AI-driven world.
REFERENCE
- Ahmadi, Tareq (2021) Risiken und Nebenwirkungen der Digitalisierung im Gesundheitswesen. In: Security-Insider, 27.01.2021. Online verfügbar unter https://www.security-insider.de/risiken-und-nebenwirkungen-der-digitalisierung-im-gesundheitswesen-a-52974523dfa6d10b7a500ab097d48a9e/, zuletzt geprüft am 10.07.2023.
- Akamatsu, N.; Nakajima, H.; Ono, M.; Miura, Y. (1975) Increase in acetyl CoA synthetase activity after phenobarbital treatment. In: Biochemical pharmacology 24 (18), S. 1725–1727. DOI: 10.1016/0006-2952(75)90013-1.
- Ardenne, M.; Reitnauer, P. G. (1975) Nachweis krebshemmender Eigenschaften einer stark immunstimulierenden Verbindung kleiner Molekülmasse. Versuche am immunlabilen DS-Karzinosarkom im Vergleich mit Ifosfamid. Stimulierung der körpereigenen Abwehr über etwa 20 Tage durch BA 1, einen N-(2-Cyanthylen)-harnstoff. Neue prophylaktische Möglichkeiten. In: Arzneimittel-Forschung 25 (9), S. 1369–1379.
- Barthel, W.; Markwardt, F. (1975) Aggregation of blood platelets by adrenaline and its uptake. In: Biochemical pharmacology 24 (20), S. 1903–1904. DOI: 10.1016/0006-2952(75)90415-3.
- Beck, M. L.; Freihaut, B.; Henry, R.; Pierce, S.; Bayer, W. L. (1975)
A serum haemagglutinating property dependent upon polycarboxyl groups. In: British journal of haematology 29 (1), S. 149–156. DOI: 10.1111/j.1365-2141.1975.tb01808.x. - Bendel, Oliver (Hg.) (2019) Handbuch Maschinenethik. Mit 4 Tabellen. Springer Fachmedien Wiesbaden. Wiesbaden, Heidelberg: Springer VS (Springer Reference).
- Bhagwat, V. M.; Ramachandran, B. V. (1975) Malathion A and B esterases of mouse liver-I. In: Biochemical pharmacology 24 (18), S. 1713–1717. DOI: 10.1016/0006-2952(75)90011-8.
- Blasiak, Agata; Khong, Jeffrey; Kee, Theodore (2020) CURATE.AI: Optimizing Personalized Medicine with Artificial Intelligence. In: SLAS technology 25 (2), S. 95–105. DOI: 10.1177/2472630319890316.
- Bohr, Adam; Memarzadeh, Kaveh (Hg.) (2020) Artificial intelligence in healthcare. London, San Diego CA: Academic Press imprint of Elsevier.
- Bülent Erdogan (2020) Jeder fünfte Klinikarzt überlegt, den Kittel an den Nagel zu hängen. Gesundheits- und Sozialpolitik/Praxis. In: Rheinisches Ärzteblatt / Heft 3 / 2020 (Heft3).
- Bünte, Claudia (2018) Künstliche Intelligenz – die Zukunft des Marketing. Ein praktischer Leitfaden für Marketing-Manager. Wiesbaden: Springer Gabler (Essentials). Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=5510534.
- Buxmann, Peter (2021) Künstliche Intelligenz. Mit Algorithmen Zum Wirtschaftlichen Erfolg. Unter Mitarbeit von Holger Schmidt. 2nd ed. Berlin, Heidelberg: Springer Berlin / Heidelberg. Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6539079
- Chang, Anthony C. (2020) Intelligence-Based Medicine. Artificial Intelligence and Human Cognition in Clinical Medicine and Healthcare. San Diego: Elsevier Science & Technology. Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6240350.
- Classen, M.; Safrany, L. (1975) Endoscopic papillotomy and removal of gall stones. In: British medical journal 4 (5993), S. 371–374. DOI: 10.1136/bmj.4.5993.371.
- Conrad Sebastian Conrad (2017) Die Risiken für den Datenschutz. Datenschutz Datensich 41, 740–744 (2017). https://doi.org/10.1007/s11623-017-0870-4
- Conway, C. M. (1975) Editorial: “Old lamps for new”. In: British journal of anaesthesia 47 (8), S. 811–812.
- Corrocher, R.; Tedesco, F.; Rabusin, P.; Sandre, G. de (1975) Effect of human erythrocyte stromata on complement activation. In: British journal of haematology 29 (2), S. 235–241. DOI: 10.1111/j.1365-2141. 1975.tb01817.x.
- Coscia, L.; Causa, P.; Giuliani, E.; Nunziata, A. (1975) Pharmacological properties of new neuroleptic compounds. In: ArzneimittelForschung 25 (9), S. 1436–1442.
- Deutsche Herzstiftung e. V. (2022) Jahresbericht_2022.
- Deutscher Ärzteverlag GmbH, Redaktion Deutsches Ärzteblatt (2018) Künstliche Intelligenz für Ärzte und Patienten: „Googeln“ war gestern. Online verfügbar unter https://www.aerzteblatt.de/archiv/198854/Kuenstliche-Intelligenz-fuer-Aerzte-und-Patienten-Googeln-war-gestern, zuletzt aktualisiert am 11.08.2023, zuletzt geprüft am 11.08.2023.
- Deutschland, Redaktionsnetzwerk (2020) Künstliche Intelligenz im Krankenhaus: Wie sie die Diagnostik verändern kann. In: RedaktionsNetzwerk Deutschland, 05.02.2020. Online verfügbar unter https://www.rnd.de/gesundheit/kunstliche-intelligenz-im-krankenhaus-verandert-die-krebsmedizin-WS2TAJXLV5AUNOA4FZADVWTEUI.html, zuletzt geprüft am 16.08.2023.
- Döring, Nicola; Bortz, Jürgen (2016) Forschungsmethoden und Evaluation in den Sozial- und Humanwissenschaften. Berlin, Heidelberg: Springer Berlin Heidelberg.
- med. Klaus Beck (2022) Deutsches Ärzteblatt 6/2013. Deutsches Ärzteblatt (Heft 22–23). Online verfügbar unter https://www.aerzteblatt.de/pdf.asp?id=134381, zuletzt geprüft am 09.07.2023.
- Duggleby, R. G.; Kaplan, H. (1975) A competitive labeling method for the determination of the chemical properties of solitary functional groups in proteins. In: Biochemistry 14 (23), S. 5168–5175. DOI: 10.1021/bi00694a023.
- FMH (2021) Digital Trends Survey 2021 2021. Online verfügbar unter https://www.fmh.ch/.
- Gastbeitrag (2023) Chatbots könnten Kliniken entlasten. In: mednic.de, 03.08.2023. Online verfügbar unter https://mednic.de/chatbots-koennten-kliniken-entlasten/20008, zuletzt geprüft am 13.08.2023.
- Gastbeitrag (2023) Chatbots könnten Kliniken entlasten. In: mednic.de, 03.08.2023. Online verfügbar unter https://mednic.de/chatbots-koennten-kliniken-entlasten/20008, zuletzt geprüft am 11.08.2023.
- Graf Ballestrem, Johannes; Bär, Ulrike; Gausling, Tina; Hack, Sebastian; Oelffen, Sabine von (2020) Künstliche Intelligenz. Rechtsgrundlagen und Strategien in der Praxis. Wiesbaden: Springer Gabler. Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6357819.
- Graf Ballestrem, Johannes; Bär, Ulrike; Gausling, Tina; Hack, Sebastian; Oelffen, Sabine von (2020) Künstliche Intelligenz. Rechtsgrundlagen und Strategien in der Praxis. Wiesbaden: Springer Gabler. Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6357819.
- HagerNewAdmin_1996 (2022) Ärztemangel: Wenn sich nichts ändert, sterben auch Kliniken. In: Hager Executive Consulting GmbH, 05.12.2022. Online verfügbar unter https://hager-consulting.com/2022/12/05/wenn-sich-nichts-aendert-sterben-auch-kliniken/, zuletzt geprüft am 05.07.2023
- Harren, K.; Dittrich, F.; Reinecke, F.; Jäger, M. (2018) Digitalisierung und künstliche Intelligenz in Orthopädie und Unfallchirurgie. In: Der Orthopade 47 (12), S. 1039–1054. DOI: 10.1007/s00132-018-3642-4.
- Hattie, John (2010) Visible learning. A synthesis of over 800 meta-analyses relating to achievement. Reprinted. London: Routledge.
- Hattori, M.; Frazier, J.; Miles, H. T. (1975) Poly(8-aminoguanylic acid): formation of ordered self-structures and interaction with poly(cytidylic acid). In: Biochemistry 14 (23), S. 5033–5045. DOI: 10.1021/bi00694a002.
- Huss, Ralf (2019) Künstliche Intelligenz, Robotik und Big Data in der Medizin. Berlin, Heidelberg: Springer Berlin Heidelberg.
- Isaac, O.; Thiemer, K. (1975) Biochemische Untersuchungen von Kamilleninhaltsstoffen. III. In-vitro-Versuche über die antipeptische Wirkung des (-)-alpha-Bisabolols. In: ArzneimittelForschung 25 (9), S. 1352–1354.
- Johnson, Kevin B.; Wei, Wei-Qi; Weeraratne, Dilhan; Frisse, Mark E.; Misulis, Karl; Rhee, Kyu et al. (2021) Precision Medicine, AI, and the Future of Personalized Health Care. In: Clinical and translational science 14 (1), S. 86–93. DOI: 10.1111/cts.12884.
- Jörg, Johannes (2018) Digitalisierung in der Medizin. Berlin, Heidelberg: Springer Berlin Heidelberg.
- Jorzig, Alexandra; Sarangi, Frank (2020) Digitalisierung im Gesundheitswesen. Berlin, Heidelberg: Springer Berlin Heidelberg.
- Kment, Martin; Borchert, Sophie (2022) Künstliche Intelligenz und Algorithmen in der Rechtsanwendung. München: C.H. Beck
- Kreutzer, Ralf T. (2019) Künstliche Intelligenz Verstehen. Grundlagen – Use-Cases – Unternehmenseigene KI-Journey. Unter Mitarbeit von Marie Sirrenberg. Wiesbaden: Springer Fachmedien Wiesbaden GmbH. Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=5771263.
- Kühnel, M., Ehlers, A., Bauknecht, J., Hess, M. & Stiemke (2020) Personalfluktuation in Einrichtungen der pflegerischen Versorgung – Eine Analyse von Ursachen und Lösungsmöglichkeiten. Online verfügbar unter http://www.ffg.tu-dortmund.de/cms/Medienpool/Personalfluktuation_Abschlussbericht-mit-Anhang_final.pdf
- Lidströmer, Niklas; Ashrafian, Hutan (2022) Artificial Intelligence in Medicine. Cham: Springer International Publishing
- Lloyd, G.; Deakin, H. G. (1975) Phobias complicating treatment of uterine carcinoma. In: British medical journal 4 (5994), S. 440. DOI: 10.1136/bmj.4.5994.440.
- Maneksha, S.; Harry, T. V. (1975) Lorazepam in sexual disorders. In: The British journal of clinical practice 29 (7), S. 175–176.
- McPhie, P. (1975)The origin of the alkaline inactivation of pepsinogen. In: Biochemistry 14 (24), S. 5253–5256. DOI: 10.1021/bi00695a003.
- Mier, P. D.; van den Hurk, J. J. (1975)Lysosomal hydrolases of the epidermis. 2. Ester hydrolases. In: The British journal of dermatology 93 (4), S. 391–398. DOI: 10.1111/j.1365- 2133.1975.tb06512.x.
- Mier, P. D.; van den Hurk, J. J. (1975) Lysosomal hydrolases of the epidermis. I. Glycosidases. In: The British journal of dermatology 93 (1), S. 1–10. DOI: 10.1111/j.1365-2133.1975.tb06468.x
- Miksch, Silvia; Hunter, J.; Keravnou, E. T. (2005) Artificial intelligence in medicine. 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005 proceedings. Berlin: Springer (Lecture notes in computer science Lecture notes in artificial intelligence, 3581).
- Misselhorn,, Catrin (2022) Maschinenethik und “Artificial Morality”. In: Bundeszentrale für politische Bildung, 17.02.2022. Online verfügbar unter https://www.bpb.de/shop/zeitschriften/apuz/263684/maschinenethik-und-artificial-morality/?p=all, zuletzt geprüft am 10.07.2023.
- PricewaterhouseCoopers (2023) Digitalisierung im Gesundheitswesen. Online verfügbar unter https://www.pwc.de/de/gesundheitswesen-und-pharma/digitalisierung-im-gesundheitswesen.html, zuletzt aktualisiert am 16.08.2023, zuletzt geprüft am 16.08.2023.
- ResearchGate (2023) (2) (PDF) CURATE.AI: Optimizing Personalized Medicine with Artificial Intelligence. Online verfügbar unter https://www.researchgate.net/publication/337564781_CURATEAI_Optimizing_Personalized_Medicine_with_Artificial_Intelligence, zuletzt aktualisiert am 21.08.2023, zuletzt geprüft am 21.08.2023.
- Roskoski, R.; Lim, C. T.; Roskoski, L. M. (1975) Human brain and placental choline acetyltransferase: purification and properties. In: Biochemistry 14 (23), S. 5105–5110. DOI: 10.1021/bi00694a013.
- Sanner, T. (1975) Formation of transient complexes in the glutamate dehydrogenase catalyzed reaction. In: Biochemistry 14 (23), S. 5094–5098. DOI: 10.1021/bi00694a011.
- Scherberger, R. R.; Kaess, H.; Brückner, S. (1975) Untersuchunger über die Wirkung eines Anticholinergikums in Verbindung mit einem Tranquilizer aud die Magensaftsekretion beim Menschen. In: Arzneimittel-Forschung 25 (9), S. 1460–1463.
- Schick, Uwe (2018) Was ist künstliche Intelligenz? 20.03.2018. Online verfügbar unter https://news.sap.com/germany/2018/03/was-ist-kuenstliche-intelligenz/, zuletzt geprüft am 05.07.2023.
- Shaikh, Tawseef Ayoub; Hakak, Saqib; Rasool, Tabasum; Wasid, Mohammed (2022) Machine Learning and Artificial Intelligence in Healthcare Systems. Boca Raton: CRC Press.
- Sönnichsen, Birthe (2020) Künstliche Intelligenz: Mein Helfer, der Pflege-Roboter. In: tagesschau.de, 10.03.2020. Online verfügbar unter https://www.tagesschau.de/inland/pflege-roboter-101.html?utm_campaign=KI-Briefing.de&utm_medium=email&utm_source=Revue%20newsletter, zuletzt geprüft am 09.07.2023.
- Stubbe, Julian; Wessels, Jan; Zinke, Guido (2019) Neue Intelligenz, neue Ethik? In: Volker Wittpahl (Hg.): Künstliche Intelligenz. Berlin, Heidelberg: Springer Berlin Heidelberg, S. 239–254.
- Subasi, Abdulhamit (2023)Applications of Artificial Intelligence in Medical Imaging. San Diego: Elsevier Science & Technology (Artificial Intelligence Applications in Healthcare and Medicine Ser). Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=7134466.
- Thornton, J. A.; Harrison, M. J. (1975) Letter: Duration of action of AH8165. In: British journal of anaesthesia 47 (9), S. 1033. DOI: 10.1093/bja/47.9.1033.
- Walzer, Stefan (2022) Digital Healthcare in Germany. Cham: Springer International Publishing.
- Warth, J.; Desforges, J. F. (1975) Determinants of intracellular pH in the erythrocyte. In: British journal of haematology 29 (3), S. 369–372. DOI: 10.1111/j.1365-2141. 1975.tb01833.x.
- Wennker, Phil (2020) Künstliche Intelligenz in der Praxis. Anwendung in Unternehmen und Branchen: KI wettbewerbs- und zukunftsorientiert Einsetzen. Wiesbaden: Springer Gabler. Online verfügbar unter https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6326361.
- Willenbacher, Martina; Scholten, Jonas; Wohlgemuth, Volker (2021) Machine Learning for Optimization of Energy and Plastic Consumption in the Production of Thermoplastic Parts in SME. In: Sustainability 13 (12), S. 6800. DOI: 10.3390/su13126800.
- Winkler, J. K.; Sies, K.; Fink, C.; Toberer, F.; Enk, A.; Haenssle, H. A. (2020) Digitalisierte Bildverarbeitung: künstliche Intelligenz im diagnostischen Einsatz. In: Forum 35 (2), S. 109–116. DOI: 10.1007/s12312-019-00729-3.
- Wittpahl, Volker (Hg.) (2019) Künstliche Intelligenz. Berlin, Heidelberg: Springer Berlin Heidelberg.
- Worathumrong, N.; Grimes, A. J. (1975) The effect of o-salicylate upon pentose phosphate pathway activity in normal and G6PD-deficient red cells. In: British journal of haematology 30 (2), S. 225– 231. DOI: 10.1111/j.1365-2141. 1975.tb00536. x.