Deep learning in cancer diagnosis, prognosis and treatment selection

KA Tran, O Kondrashova, A Bradley, ED Williams… - Genome Medicine, 2021 - Springer
cancer. While early results are promising, this is a rapidly evolving field with new knowledge
emerging in both cancer … applied in cancer diagnosis, prognosis and treatment management…

From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment

K Swanson, E Wu, A Zhang, AA Alizadeh, J Zou - Cell, 2023 - cell.com
Machine learning (ML) is increasingly used in clinical oncology to diagnose cancers, predict
patient outcomes, and inform treatment planning. Here, we review recent applications of ML …

Value of pH regulators in the diagnosis, prognosis and treatment of cancer

S Granja, D Tavares-Valente, O Queiros… - Seminars in cancer …, 2017 - Elsevier
… of all biological functions, cancer cells rely on the activity of … The major players in cancer
pH regulation are proton pump … cancer cells, including their diagnostic and prognostic value, …

Circulating microRNAs: new biomarkers in diagnosis, prognosis and treatment of cancer

A Allegra, A Alonci, S Campo… - International …, 2012 - spandidos-publications.com
… Before we cover extensively the role of miRNAs in the pathogenesis and diagnosis of
cancer, we can briefly summarize the action of miRNAs in non-cancer diseases, in order to fully …

[HTML][HTML] Genetic and epigenetic biomarkers for diagnosis, prognosis and treatment of colorectal cancer

F Coppedè, A Lopomo, R Spisni… - World journal of …, 2014 - ncbi.nlm.nih.gov
… Unfortunately, CRC prognosis is still poor and the search of novel diagnostic and prognostic
… ) biomarkers for CRC diagnosis, prognosis, and response to treatment. Recent large-scale …

Molecular pathology of head and neck cancer: implications for diagnosis, prognosis, and treatment

SI Pai, WH Westra - Annual Review of Pathology: Mechanisms …, 2009 - annualreviews.org
The prototypic head and neck squamous cell carcinoma (HNSCC) arises from the mucosal
lining of the upper aerodigestive tract, demonstrates squamous differentiation microscopically…

[HTML][HTML] The role of survivin in diagnosis, prognosis and treatment of breast cancer

YG Lv, F Yu, Q Yao, JH Chen, L Wang - Journal of thoracic disease, 2010 - ncbi.nlm.nih.gov
prognosis and drug/radiation resistance. Strategies targeting survivin to treat breast cancer
… In this review, we summarize its role in breast cancer’s diagnosis, prognosis, and treatment, …

Cancer regulator microRNA: potential relevance in diagnosis, prognosis and treatment of cancer

G Fiorucci, MV Chiantore, G Mangino… - Current medicinal …, 2012 - ingentaconnect.com
… Importantly, the association of miRNAs with cancer has prompted additional functional …
cancer diagnosis, prognosis and treatment. Keywords: miRNA, cancer, oncomiRs, anti-oncomiRs. …

DNA methylation changes in ovarian cancer: implications for early diagnosis, prognosis and treatment

CA Barton, NF Hacker, SJ Clark, PM O'Brien - Gynecologic oncology, 2008 - Elsevier
… The detection of cancer-specific DNA methylation changes heralds an exciting new era
in cancer diagnosis as well as evaluation of prognosis and therapeutic responsiveness and …

The updated role of exosomal proteins in the diagnosis, prognosis, and treatment of cancer

X Wang, J Huang, W Chen, G Li, Z Li… - Experimental & molecular …, 2022 - nature.com
cancer diagnosis, prognosis, and treatment. Here, we summarize the effects of exosomal
proteins on cancer … of exosomal proteins in cancer diagnosis and prognosis, and the potential …