Evaluation of Postoperative Complication with Medically Necessary, Time-Sensitive Scoring System During Acute COVID-19 Pandemic: A Prospective Observational Study

Autor: Mehmet Ilhan, Müşerref Beril Dinçer, Ahmet Kemalettin Koltka, Meltem Merve Güler, Mukadder Orhan-Sungur, Tülay Özkan-Seyhan, Ali Gök

Publikováno v: Journal of the American College of Surgeons

Background High scores in Medically Necessary, Time-sensitive (MeNTS) scoring system, used for elective surgical prioritization during Coronavirus Disease 2019 pandemic, are assumed to be associated with worse outcomes. We aimed to evaluate the MeNTS

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::43b98a8162df090d484ebf76fc5114cf
https://doi.org/10.1016/j.jamcollsurg.2021.05.028

Comparing supervised and semi-supervised Machine Learning Models on Diagnosing Breast Cancer

Autor: Nosayba Al-Azzam, Ibrahem Shatnawi

Publikováno v: Annals of Medicine and Surgery

Background Breast cancer disease is the most common cancer in US women and the second cause of cancer death among women. Objectives To compare and evaluate the performance and accuracy of the key supervised and semi-supervised machine learning algori

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::be49b4fe3f3424a9c1a0ff86cada706c
https://doi.org/10.1016/j.amsu.2020.12.043

HistoClean: Open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks

Autor: Manuel Salto-Tellez, Matthew P. Humphries, Matthew Hagan, Richard Gault, Victoria Bingham, Stephanie G Craig, Jacqueline A James, Amélie Viratham Pulsawatdi, Simon Rajendran, Javier I Quezada-Marín, Kris McCombe

Publikováno v: Computational and Structural Biotechnology Journal
McCombe, K, Craig, S, Viratham Pulsawatdi, A, Quezada-Marín, J I, Hagan, M, Rajendran, S, Humphries, M, Bingham, V, Salto-Tellez, M, Gault, R & James, J 2021, ' HistoClean: Open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks ', Computational and Structural Biotechnology Journal, vol. 19, pp. 4840-4853 . https://doi.org/10.1016/j.csbj.2021.08.033
Computational and Structural Biotechnology Journal, Vol 19, Iss, Pp 4840-4853 (2021)

Graphical abstract
The growth of digital pathology over the past decade has opened new research pathways and insights in cancer prediction and prognosis. In particular, there has been a surge in deep learning and computer vision techniques to an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::888e8ae55821f28eb210e8dde6b1d88f
https://pubmed.ncbi.nlm.nih.gov/34522291

Nonalcoholic fatty liver disease stratification by liver lipidomics

Autor: Tim Daniel Rose, Veera Raghavan Thangapandi, Andrej Shevchenko, Witigo von Schoenfels, Ünal Coskun, Thomas Züllig, Oskar Knittelfelder, Stephan Buch, Mario Brosch, Josch Konstantin Pauling, Clemens Schafmayer, Kai Schuhmann, Justus Gross, Yuting Wang, Judith Andrea Heidrun Wodke, Olga Vvedenskaya, Christoph Röcken, Edda Klipp, Harald Köfeler, Jürgen Hartler, Canan Has, Jacobo Miranda Ackerman, Alessandra Palladini, Jochen Hampe

Publikováno v: Journal of Lipid Research
Journal of Lipid Research, Vol 62, Iss, Pp 100104-(2021)

Nonalcoholic fatty liver disease (NAFLD) is a common metabolic dysfunction leading to hepatic steatosis. However, NAFLD's global impact on the liver lipidome is poorly understood. Using high-resolution shotgun mass spectrometry, we quantified the mol

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d9510db447a8a2cef37bc05f752c8477
https://mediatum.ub.tum.de/1650029

Metformin elicits antitumour effect by modulation of the gut microbiota and rescues Fusobacterium nucleatum-induced colorectal tumourigenesis

Autor: Xiaowen Huang, Hua Xiong, Ji-Lin Wang, TaChung Yu, Jing-Yuan Fang, Tian-Tian Sun, Xialu Hong, Yanan Yu

Publikováno v: EBioMedicine, Vol 61, Iss, Pp 103037-(2020)
EBioMedicine

Background The effect of metformin on gut microbiota has been reported, but whether metformin can suppress colorectal cancer (CRC) by affecting gut microbiota composition and rescue F. nucleatum-induced tumourigenicity remains unclear. Methods To ide

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b901cd62122873cc71c3addaa1c4fe77
http://www.sciencedirect.com/science/article/pii/S2352396420304138