Artificial intelligence in clinical oncology: from data to digital pathology and treatment

K Senthil Kumar, V Miskovic, A Blasiak… - American Society of …, 2023 - ascopubs.org
Recently, a wide spectrum of artificial intelligence (AI)–based applications in the broader
categories of digital pathology, biomarker development, and treatment have been explored …

Machine learning and AI in cancer prognosis, prediction, and treatment selection: a critical approach

B Zhang, H Shi, H Wang - Journal of multidisciplinary healthcare, 2023 - Taylor & Francis
Cancer is a leading cause of morbidity and mortality worldwide. While progress has been
made in the diagnosis, prognosis, and treatment of cancer patients, individualized and data …

Artificial intelligence for precision oncology

S Bhalla, A Laganà - Computational methods for precision oncology, 2022 - Springer
Precision oncology is an innovative approach to cancer care in which diagnosis, prognosis,
and treatment are informed by the individual patient's genetic and molecular profile. The …

Artificial intelligence for the next generation of precision oncology

PJ Ballester, J Carmona - NPJ Precision Oncology, 2021 - nature.com
The concept of precision oncology involves the prescription of therapies that target the
molecular driver alterations of an individual patient's tumor. This treatment paradigm has …

Artificial intelligence in cancer diagnosis and prognosis: Opportunities and challenges

S Huang, J Yang, S Fong, Q Zhao - Cancer letters, 2020 - Elsevier
Cancer is an aggressive disease with a low median survival rate. Ironically, the treatment
process is long and very costly due to its high recurrence and mortality rates. Accurate early …

[HTML][HTML] AI and precision oncology in clinical cancer genomics: From prevention to targeted cancer therapies-an outcomes based patient care

Z Dlamini, A Skepu, N Kim, M Mkhabele… - Informatics in Medicine …, 2022 - Elsevier
Precision medicine is the personalization of medicine to suit a specific group of people or
even an individual patient, based on genetic or molecular profiling. This can be done using …

Application of artificial intelligence for improving early detection and prediction of therapeutic outcomes for gastric cancer in the era of precision oncology

Z Wang, Y Liu, X Niu - Seminars in Cancer Biology, 2023 - Elsevier
Gastric cancer is a leading contributor to cancer incidence and mortality globally. Recently,
artificial intelligence approaches, particularly machine learning and deep learning, are …

Artificial intelligence and machine learning in precision and genomic medicine

S Quazi - Medical Oncology, 2022 - Springer
The advancement of precision medicine in medical care has led behind the conventional
symptom-driven treatment process by allowing early risk prediction of disease through …

[HTML][HTML] Artificial intelligence (AI) and big data in cancer and precision oncology

Z Dlamini, FZ Francies, R Hull, R Marima - Computational and structural …, 2020 - Elsevier
Artificial intelligence (AI) and machine learning have significantly influenced many facets of
the healthcare sector. Advancement in technology has paved the way for analysis of big …

Clinical applications of artificial intelligence and machine learning in cancer diagnosis: looking into the future

MJ Iqbal, Z Javed, H Sadia, IA Qureshi, A Irshad… - Cancer cell …, 2021 - Springer
Artificial intelligence (AI) is the use of mathematical algorithms to mimic human cognitive
abilities and to address difficult healthcare challenges including complex biological …