Artificial intelligence in cancer diagnosis: Opportunities and challenges

被引:15
作者
Alshuhri, Mohammed S. [1 ]
Al-Musawi, Sada Ghalib [2 ]
Al-Alwany, Ameen Abdulhasan [3 ]
Uinarni, Herlina [4 ,5 ]
Rasulova, Irodakhon [6 ,7 ]
Rodrigues, Paul [8 ]
Alkhafaji, Adnan Taan [9 ]
Alshanberi, Asim Muhammed [10 ,11 ]
Alawadi, Ahmed Hussien [12 ,13 ,14 ]
Abbas, Ali Hashim [15 ]
机构
[1] Prince Sattam Bin Abdulaziz Univ, Coll Appl Med Sci, Radiol & Med Imaging Dept, Kharj, Saudi Arabia
[2] Natl Univ Sci & Technol, Coll Pharm, Nasiriyah, Dhi Qar, Iraq
[3] Univ Baghdad, Coll Med, Baghdad, Iraq
[4] Atma Jaya Catholic Univ Indonesia, Sch Med & Hlth Sci, Dept Anat, Jakarta, Indonesia
[5] Pantai Indah Kapuk Hosp Jakarta, Radiol Dept, Jakarta, Indonesia
[6] New Uzbekistan Univ, Sch Humanities Nat & Social Sci, 54 Mustaqillik Ave, Tashkent 100007, Uzbekistan
[7] Samarkand State Med Univ, Dept Publ Hlth, Amir Temur St 18, Samarkand, Uzbekistan
[8] King Khalid Univ, Coll Comp Sci, Dept Comp Engn, Abha, Saudi Arabia
[9] Al Ayen Univ, Coll Med, Cardiol Dept, Nasiriyah, Dhi Qar, Iraq
[10] Umm Alqura Univ, Dept Community Med & Pilgrims Hlthcare, Mecca 24382, Saudi Arabia
[11] Batterjee Med Coll, Gen Med Practice Program, Jeddah 21442, Saudi Arabia
[12] Islamic Univ, Coll Tech Engn, Najaf, Iraq
[13] Islamic Univ Al Diwaniyah, Coll Tech Engn, Al Diwaniyah, Iraq
[14] Islamic Univ Babylon, Coll Tech Engn, Babylon, Iraq
[15] Imam Jaafar Al Sadiq Univ, Coll Tech Engn, Al Muthanna 66002, Iraq
关键词
Artificial intelligence (AI); Cancer; Diagnosis; AI; PREDICTION; PRECISION;
D O I
10.1016/j.prp.2023.154996
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Since cancer is one of the world's top causes of death, early diagnosis is critical to improving patient outcomes. Artificial intelligence (AI) has become a viable technique for cancer diagnosis by using machine learning algorithms to examine large volumes of data for accurate and efficient diagnosis. AI has the potential to alter the way cancer is detected fundamentally. Still, it has several disadvantages, such as requiring a large amount of data, technological limitations, and ethical concerns. This overview looks at the possibilities and restrictions of AI in cancer detection, as well as current applications and possible future developments. We can better understand how to use AI to improve patient outcomes and reduce cancer mortality rates by looking at its potential for cancer detection.
引用
收藏
页数:8
相关论文
共 55 条
[1]  
Aeffner Famke, 2019, J Pathol Inform, V10, P9, DOI 10.4103/jpi.jpi_82_18
[2]   Artificial intelligence as digital agency [J].
Agerfalk, Par J. .
EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2020, 29 (01) :1-8
[3]   Artificial Intelligence for Medical Diagnostics-Existing and Future AI Technology! [J].
Al-Antari, Mugahed A. .
DIAGNOSTICS, 2023, 13 (04)
[4]   Revolutionizing healthcare: the role of artificial intelligence in clinical practice [J].
Alowais, Shuroug A. ;
Alghamdi, Sahar S. ;
Alsuhebany, Nada ;
Alqahtani, Tariq ;
Alshaya, Abdulrahman I. ;
Almohareb, Sumaya N. ;
Aldairem, Atheer ;
Alrashed, Mohammed ;
Bin Saleh, Khalid ;
Badreldin, Hisham A. ;
Al Yami, Majed S. ;
Al Harbi, Shmeylan ;
Albekairy, Abdulkareem M. .
BMC MEDICAL EDUCATION, 2023, 23 (01)
[5]   Overview of artificial intelligence in medicine [J].
Amisha ;
Malik, Paras ;
Pathania, Monika ;
Rathaur, Vyas Kumar .
JOURNAL OF FAMILY MEDICINE AND PRIMARY CARE, 2019, 8 (07) :2328-2331
[6]   Artificial intelligence in cancer imaging: Clinical challenges and applications [J].
Bi, Wenya Linda ;
Hosny, Ahmed ;
Schabath, Matthew B. ;
Giger, Maryellen L. ;
Birkbak, Nicolai J. ;
Mehrtash, Alireza ;
Allison, Tavis ;
Arnaout, Omar ;
Abbosh, Christopher ;
Dunn, Ian F. ;
Mak, Raymond H. ;
Tamimi, Rulla M. ;
Tempany, Clare M. ;
Swanton, Charles ;
Hoffmann, Udo ;
Schwartz, Lawrence H. ;
Gillies, Robert J. ;
Huang, Raymond Y. ;
Aerts, Hugo J. W. L. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2019, 69 (02) :127-157
[7]  
Blasiak A., 2020, Curate. AI: Optim. Pers. Med. Artif. Intell. SLAS TECHNOLOGY: Transl. Life Sci. Innov., V25, P95
[8]   A Learning Health Care System Using Computer-Aided Diagnosis [J].
Cahan, Amos ;
Cimino, James J. .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2017, 19 (03)
[9]   Artificial intelligence for the prevention and clinical management of hepatocellular carcinoma [J].
Calderaro, Julien ;
Seraphin, Tobias Paul ;
Luedde, Tom ;
Simon, Tracey G. .
JOURNAL OF HEPATOLOGY, 2022, 76 (06) :1348-1361
[10]   Artificial intelligence for assisting cancer diagnosis and treatment in the era of precision medicine [J].
Chen, Zi-Hang ;
Lin, Li ;
Wu, Chen-Fei ;
Li, Chao-Feng ;
Xu, Rui-Hua ;
Sun, Ying .
CANCER COMMUNICATIONS, 2021, 41 (11) :1100-1115