Artificial Intelligence in Dental and Medical Diagnosis: A Paradigm Shift

被引:0
|
作者
Bagde, Hiroj [1 ]
Alam, Mohammad Khursheed [2 ,3 ,4 ]
机构
[1] Chhattisgarh Dent Coll & Res Inst, Dept Periodontol, Chhattisgarh, India
[2] Jouf Univ, Dept Prevent Dent, Coll Dent, Sakaka 72345, Saudi Arabia
[3] Saveetha Dent Coll & Hosp, Saveetha Inst Med & Tech Sci, Dept Dent Res Cell, Chennai 600077, Tamil Nadu, India
[4] Daffodil Int Univ, Fac Allied Hlth Sci, Dept Publ Hlth, Dhaka 1207, Bangladesh
来源
BANGLADESH JOURNAL OF MEDICAL SCIENCE | 2025年 / 24卷
关键词
Artificial Intelligence; Machine Learning; Dental Diagnosis; Medical Diagnosis; Diagnostic Imaging; Ethical Challenges; Healthcare Innovation; BIG DATA;
D O I
10.3329/bjms.v24i10.79319
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Artificial Intelligence (AI) has revolutionized dental and medical diagnosis by leveraging machine learning (ML) and deep learning (DL) algorithms to analyze complex diagnostic data, enhance accuracy, and optimize patient care. AI applications, such asconvolutional neural networks (CNNs) for dental radiographic analysis and tools like IBM Watson for Oncology in personalized treatment planning, have demonstrated diagnostic accuracies comparable to expert clinicians, reducing errors and improving early disease detection. Despite these advancements, challenges such as data privacy, algorithm transparency, and ethical concerns, including the potential dehumanization of care, limit widespread adoption. AI's future in healthcare is promising, with advancements expected to facilitate early diagnosis, lower costs, and improve outcomes through real-time health monitoring and predictive analytics. Strategic collaborations, ethical vigilance, and global standards are essential to harness AI's full potential in transforming healthcare.
引用
收藏
页码:S7 / S8
页数:2
相关论文
共 50 条
  • [1] Convergence of CRISPR and artificial intelligence: A paradigm shift in biotechnology
    Dara, Mahintaj
    Dianatpour, Mehdi
    Azarpira, Negar
    Omidifar, Navid
    HUMAN GENE, 2024, 41
  • [2] Artificial intelligence in dermatology: A practical introduction to a paradigm shift
    Eapen, Bell R.
    INDIAN DERMATOLOGY ONLINE JOURNAL, 2020, 11 (06) : 881 - 889
  • [3] ON THE NECESSITY FOR PARADIGM SHIFT IN PSYCHOACTIVE SUBSTANCES RESEARCH: THE IMPLEMENTATION OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
    Al-Imam, Ahmed
    Motyka, Marek A.
    ALKOHOLIZM I NARKOMANIA-ALCOHOLISM AND DRUG ADDICTION, 2019, 32 (03): : 237 - 242
  • [4] Artificial intelligence: reflecting on the past and looking towards the next paradigm shift
    Radanliev, Petar
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2024,
  • [5] Artificial Intelligence Effecting a Paradigm Shift in Drug Development
    Rashid, Masturah Bte Mohd Abdul
    SLAS TECHNOLOGY, 2021, 26 (01): : 3 - 15
  • [6] A SWOT analysis of artificial intelligence in diagnostic imaging in the developing world: making a case for a paradigm shift
    Mumuni, Abdul Nashirudeen
    Hasford, Francis
    Udeme, Nicholas Iniobong
    Dada, Michael Oluwaseun
    Awojoyogbe, Bamidele Omotayo
    PHYSICAL SCIENCES REVIEWS, 2022, : 443 - 476
  • [7] Machine Learning and Artificial Intelligence: A Paradigm Shift in Big Data-Driven Drug Design and Discovery
    Pasrija, Purvashi
    Jha, Prakash
    Upadhyaya, Pruthvi
    Khan, Mohd. Shoaib
    Chopra, Madhu
    CURRENT TOPICS IN MEDICINAL CHEMISTRY, 2022, 22 (20) : 1692 - 1727
  • [8] The Artificial Intelligence Paradigm Shift and Its Impact on Constitutional Law
    Simoncini, Andrea
    Suweis, Samir
    RIVISTA DI FILOSOFIA DEL DIRITTO-JOURNAL OF LEGAL PHILOSOPHY, 2019, 8 (01): : 87 - 106
  • [9] The Potential Role of Artificial Intelligence in Allergy and Rhinology: A Paradigm Shift
    Suvvari, Tarun Kumar
    Iyer, Aksharaa Gurubalasubramaniyan
    Boddapalli, Charmi Dedeepya
    ENT-EAR NOSE & THROAT JOURNAL, 2023,
  • [10] Validation of artificial intelligence application for dental caries diagnosis on intraoral bitewing and periapical radiographs
    Szabo, Viktor
    Szabo, Bence Tamas
    Orhan, Kaan
    Veres, Daniel Sandor
    Manulis, David
    Ezhov, Matvey
    Sanders, Alex
    JOURNAL OF DENTISTRY, 2024, 147