Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine

被引:31
作者
Gupta, Nancy Sanjay [1 ]
Kumar, Pravir [1 ,2 ]
机构
[1] Delhi Technol Univ, Dept Biotechnol, Mol Neurosci & Funct Genom Lab, Delhi, India
[2] Delhi Technol Univ, Delhi Coll Engn, Dept Biotechnol, Internat Affairs, Room FW4TF3,Mech Engn Bldg,Bawana Rd, Delhi 110042, India
关键词
Artificial intelligence; Big data; Precision medicine; Multi-omics data; Healthcare industry; Neurological disorders; BIG DATA ANALYTICS; PARKINSONS-DISEASE; FUNCTIONAL CONNECTIVITY; PERSONALIZED MEDICINE; LEARNING-METHODS; SMART HEALTH; MACHINE; CLASSIFICATION; DIAGNOSIS; SUPPORT;
D O I
10.1016/j.compbiomed.2023.107051
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mounting evidence has highlighted the implementation of big data handling and management in the healthcare industry to improve the clinical services. Various private and public companies have generated, stored, and analyzed different types of big healthcare data, such as omics data, clinical data, electronic health records, personal health records, and sensing data with the aim to move in the direction of precision medicine. Additionally, with the advancement in technologies, researchers are curious to extract the potential involvement of artificial intelligence and machine learning on big healthcare data to enhance the quality of patient's lives. However, seeking solutions from big healthcare data requires proper management, storage, and analysis, which imposes hinderances associated with big data handling. Herein, we briefly discuss the implication of big data handling and the role of artificial intelligence in precision medicine. Further, we also highlighted the potential of artificial intelligence in integrating and analyzing the big data that offer personalized treatment. In addition, we briefly discuss the applications of artificial intelligence in personalized treatment, especially in neurological diseases. Lastly, we discuss the challenges and limitations imposed by artificial intelligence in big data management and analysis to hinder precision medicine.
引用
收藏
页数:19
相关论文
共 50 条
  • [31] Artificial Intelligence and Precision Medicine: A New Frontier for the Treatment of Brain Tumors
    Philip, Anil K.
    Samuel, Betty Annie
    Bhatia, Saurabh
    Khalifa, Shaden A. M.
    El-Seedi, Hesham R.
    LIFE-BASEL, 2023, 13 (01):
  • [32] Unlocking the Power of Artificial Intelligence and Big Data in Medicine
    Lovis, Christian
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2019, 21 (11)
  • [33] Drug discovery in the context of precision medicine and artificial intelligence
    Hasanzad, Mandana
    Nosrati, Marzieh
    Khatami, Fatemeh
    Rahmani, Parham
    Sarhangi, Negar
    Nikfar, Shekoufeh
    Abdollahi, Mohammad
    EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT, 2024, 9 (01): : 42 - 53
  • [34] Tribulations and future opportunities for artificial intelligence in precision medicine
    Carini, Claudio
    Seyhan, Attila A.
    JOURNAL OF TRANSLATIONAL MEDICINE, 2024, 22 (01)
  • [35] Artificial intelligence in precision medicine in hepatology
    Su, Tung-Hung
    Wu, Chih-Horng
    Kao, Jia-Horng
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2021, 36 (03) : 569 - 580
  • [36] Radiomics with artificial intelligence for precision medicine in radiation therapy
    Arimura, Hidetaka
    Soufi, Mazen
    Kamezawa, Hidemi
    Ninomiya, Kenta
    Yamada, Masahiro
    JOURNAL OF RADIATION RESEARCH, 2019, 60 (01) : 150 - 157
  • [37] Artificial intelligence assists precision medicine in cancer treatment
    Liao, Jinzhuang
    Li, Xiaoying
    Gan, Yu
    Han, Shuangze
    Rong, Pengfei
    Wang, Wei
    Li, Wei
    Zhou, Li
    FRONTIERS IN ONCOLOGY, 2023, 12
  • [38] Reimagining Healthcare: Unleashing the Power of Artificial Intelligence in Medicine
    Iqbal, Javed
    Jaimes, Diana Carolina Cortes
    Makineni, Pallavi
    Subramani, Sachin
    Hemaida, Sarah
    Thugu, Thanmai Reddy
    Butt, Amna Naveed
    Sikto, Jarin Tasnim
    Kaur, Pareena
    Lak, Muhammad Ali
    Augustine, Monisha
    Shahzad, Roheen
    Arain, Mustafa
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2023, 15 (09)
  • [39] Implementation of precision medicine in healthcare-A European perspective
    Stenzinger, Albrecht
    Moltzen, Ejner K.
    Winkler, Eva
    Molnar-Gabor, Fruzsina
    Malek, Nisar
    Costescu, Alexandru
    Jensen, Brigitte Nybo
    Nowak, Frederique
    Pinto, Carmine
    Ottersen, Ole Petter
    Schirmacher, Peter
    Nordborg, Jenni
    Seufferlein, Thomas
    Froehling, Stefan
    Edsjoe, Anders
    Garcia-Foncillas, Jesus
    Normanno, Nicola
    Lundgren, Bettina
    Friedman, Mikaela
    Bolanos, Natacha
    Tatton-Brown, Katrina
    Hill, Sue
    Rosenquist, Richard
    JOURNAL OF INTERNAL MEDICINE, 2023, 294 (04) : 437 - 454
  • [40] Smart Weather Data Management Based on Artificial Intelligence and Big Data Analytics for Precision Agriculture
    Hachimi, Chouaib El
    Belaqziz, Salwa
    Khabba, Said
    Sebbar, Badreddine
    Dhiba, Driss
    Chehbouni, Abdelghani
    AGRICULTURE-BASEL, 2023, 13 (01):