Machine learning in medical applications: A review of state-of-the-art methods

M Shehab, L Abualigah, Q Shambour… - Computers in Biology …, 2022 - Elsevier
Applications of machine learning (ML) methods have been used extensively to solve various
complex challenges in recent years in various application areas, such as medical, financial …

The extracellular matrix in tumor progression and metastasis

JA Eble, S Niland - Clinical & experimental metastasis, 2019 - Springer
The extracellular matrix (ECM) constitutes the scaffold of tissues and organs. It is a complex
network of extracellular proteins, proteoglycans and glycoproteins, which form …

Multiregional single-cell dissection of tumor and immune cells reveals stable lock-and-key features in liver cancer

L Ma, S Heinrich, L Wang, FL Keggenhoff… - Nature …, 2022 - nature.com
Intratumor heterogeneity may result from the evolution of tumor cells and their continuous
interactions with the tumor microenvironment which collectively drives tumorigenesis …

Single-cell atlas of tumor cell evolution in response to therapy in hepatocellular carcinoma and intrahepatic cholangiocarcinoma

L Ma, L Wang, SA Khatib, CW Chang, S Heinrich… - Journal of …, 2021 - Elsevier
Background & Aims Intratumor molecular heterogeneity is a key feature of tumorigenesis
and is linked to treatment failure and patient prognosis. Herein, we aimed to determine what …

SEIR and Regression Model based COVID-19 outbreak predictions in India

G Pandey, P Chaudhary, R Gupta, S Pal - arxiv preprint arxiv:2004.00958, 2020 - arxiv.org
COVID-19 pandemic has become a major threat to the country. Till date, well tested
medication or antidote is not available to cure this disease. According to WHO reports …

[HTML][HTML] Tumor cell biodiversity drives microenvironmental reprogramming in liver cancer

L Ma, MO Hernandez, Y Zhao, M Mehta, B Tran… - Cancer cell, 2019 - cell.com
Cellular diversity in tumors is a key factor for therapeutic failures and lethal outcomes of solid
malignancies. Here, we determined the single-cell transcriptomic landscape of liver cancer …

Exosomal circRNA-100338 promotes hepatocellular carcinoma metastasis via enhancing invasiveness and angiogenesis

XY Huang, ZL Huang, J Huang, B Xu… - Journal of Experimental …, 2020 - Springer
Background Exosomes play crucial roles in regulating the crosstalk between normal and
cancer cells in the tumor microenvironment, and in regulating cancer proliferation, migration …

Legal, regulatory, and ethical frameworks for development of standards in artificial intelligence (AI) and autonomous robotic surgery

S O'Sullivan, N Nevejans, C Allen… - … journal of medical …, 2019 - Wiley Online Library
Background This paper aims to move the debate forward regarding the potential for artificial
intelligence (AI) and autonomous robotic surgery with a particular focus on ethics, regulation …

Disruption of tumour-associated macrophage trafficking by the osteopontin-induced colony-stimulating factor-1 signalling sensitises hepatocellular carcinoma to anti …

Y Zhu, J Yang, DA Xu, XM Gao, ZE Zhang, JL Hsu… - Gut, 2019 - gut.bmj.com
Objective In the tumour microenvironment, critical drivers of immune escape include the
oncogenic activity of the tumour cell-intrinsic osteopontin (OPN), the expression of …

Common molecular subtypes among Asian hepatocellular carcinoma and cholangiocarcinoma

J Chaisaingmongkol, A Budhu, H Dang… - Cancer cell, 2017 - cell.com
Intrahepatic cholangiocarcinoma (ICC) and hepatocellular carcinoma (HCC) are clinically
disparate primary liver cancers with etiological and biological heterogeneity. We identified …