Artificial intelligence-based multi-omics analysis fuels cancer precision medicine

X He, X Liu, F Zuo, H Shi, J Jing - Seminars in Cancer Biology, 2023 - Elsevier
With biotechnological advancements, innovative omics technologies are constantly
emerging that have enabled researchers to access multi-layer information from the genome …

[HTML][HTML] Artificial intelligence in oncology: current applications and future perspectives

C Luchini, A Pea, A Scarpa - British Journal of Cancer, 2022 - nature.com
Artificial intelligence (AI) is concretely reshaping the landscape and horizons of oncology,
opening new important opportunities for improving the management of cancer patients …

Federated benchmarking of medical artificial intelligence with MedPerf

A Karargyris, R Umeton, MJ Sheller… - Nature machine …, 2023 - nature.com
Medical artificial intelligence (AI) has tremendous potential to advance healthcare by
supporting and contributing to the evidence-based practice of medicine, personalizing …

Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN

Q Guan, Y Chen, Z Wei, AA Heidari, H Hu… - Computers in Biology …, 2022 - Elsevier
Lesion detectors based on deep learning can assist doctors in diagnosing diseases.
However, the performance of current detectors is likely to be unsatisfactory due to the …

Therapeutic landscape and future direction of metastatic colorectal cancer

H Bando, A Ohtsu, T Yoshino - Nature Reviews Gastroenterology & …, 2023 - nature.com
In the era of targeted therapy based on genomic alterations, the treatment strategy for
metastatic colorectal cancer (mCRC) has been changing. Before systemic treatment …

Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

A Esteva, J Feng, D van der Wal, SC Huang… - NPJ digital …, 2022 - nature.com
Prostate cancer is the most frequent cancer in men and a leading cause of cancer death.
Determining a patient's optimal therapy is a challenge, where oncologists must select a …

Translation of AI into oncology clinical practice

I El Naqa, A Karolak, Y Luo, L Folio, AA Tarhini… - Oncogene, 2023 - nature.com
Artificial intelligence (AI) is a transformative technology that is capturing popular imagination
and can revolutionize biomedicine. AI and machine learning (ML) algorithms have the …

Enhancing head and neck tumor management with artificial intelligence: Integration and perspectives

NN Zhong, HQ Wang, XY Huang, ZZ Li, LM Cao… - Seminars in Cancer …, 2023 - Elsevier
Head and neck tumors (HNTs) constitute a multifaceted ensemble of pathologies that
primarily involve regions such as the oral cavity, pharynx, and nasal cavity. The intricate …

[HTML][HTML] Artificial intelligence in cancer care: From diagnosis to prevention and beyond

M Farrokhi, A Moeini, F Taheri, M Farrokhi, M Mostafavi… - Kindle, 2023 - preferpub.org
Artificial Intelligence (AI) has made significant strides in revolutionizing cancer care,
encompassing various aspects from diagnosis to prevention and beyond. With its ability to …

Overview of artificial intelligence in breast cancer medical imaging

D Zheng, X He, J Jing - Journal of Clinical Medicine, 2023 - mdpi.com
The heavy global burden and mortality of breast cancer emphasize the importance of early
diagnosis and treatment. Imaging detection is one of the main tools used in clinical practice …