A Systematic Review and Meta-Analysis of Artificial Intelligence Tools in Medicine and Healthcare: Applications, Considerations, Limitations, Motivation and Challenges.

Hussain A Younis, Taiseer Abdalla Elfadil Eisa, Maged Nasser, Thaeer Mueen Sahib, Ameen A Noor, Osamah Mohammed Alyasiri, Sani Salisu, Israa M Hayder, Hameed AbdulKareem Younis
Author Information
  1. Hussain A Younis: College of Education for Women, University of Basrah, Basrah 61004, Iraq. ORCID
  2. Taiseer Abdalla Elfadil Eisa: Department of Information Systems-Girls Section, King Khalid University, Mahayil 62529, Saudi Arabia.
  3. Maged Nasser: Computer & Information Sciences Department, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia.
  4. Thaeer Mueen Sahib: Kufa Technical Institute, Al-Furat Al-Awsat Technical University, Kufa 54001, Iraq.
  5. Ameen A Noor: Computer Science Department, College of Education, University of Almustansirya, Baghdad 10045, Iraq.
  6. Osamah Mohammed Alyasiri: Karbala Technical Institute, Al-Furat Al-Awsat Technical University, Karbala 56001, Iraq. ORCID
  7. Sani Salisu: Department of Information Technology, Federal University Dutse, Dutse 720101, Nigeria. ORCID
  8. Israa M Hayder: Qurna Technique Institute, Southern Technical University, Basrah 61016, Iraq.
  9. Hameed AbdulKareem Younis: Department of Cybersecurity, College of Computer Science and Information Technology, University of Basrah, Basrah 61016, Iraq. ORCID

Abstract

Artificial intelligence (AI) has emerged as a transformative force in various sectors, including medicine and healthcare. Large language models like ChatGPT showcase AI's potential by generating human-like text through prompts. ChatGPT's adaptability holds promise for reshaping medical practices, improving patient care, and enhancing interactions among healthcare professionals, patients, and data. In pandemic management, ChatGPT rapidly disseminates vital information. It serves as a virtual assistant in surgical consultations, aids dental practices, simplifies medical education, and aids in disease diagnosis. A total of 82 papers were categorised into eight major areas, which are G1: treatment and medicine, G2: buildings and equipment, G3: parts of the human body and areas of the disease, G4: patients, G5: citizens, G6: cellular imaging, radiology, pulse and medical images, G7: doctors and nurses, and G8: tools, devices and administration. Balancing AI's role with human judgment remains a challenge. A systematic literature review using the PRISMA approach explored AI's transformative potential in healthcare, highlighting ChatGPT's versatile applications, limitations, motivation, and challenges. In conclusion, ChatGPT's diverse medical applications demonstrate its potential for innovation, serving as a valuable resource for students, academics, and researchers in healthcare. Additionally, this study serves as a guide, assisting students, academics, and researchers in the field of medicine and healthcare alike.

Keywords

References

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Grants

  1. RGP2/52/44/King Khalid University

Word Cloud

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