Results 101 to 110 of about 6,125,000 (281)

DOME: recommendations for supervised machine learning validation in biology

, 2021
Ian Walsh, Dmytro Fishman, Dario García-Gasulla, Tiina Titma, Gianluca Pollastri, Emidio Capriotti, Rita Casadio, Salvador Capella‐Gutierrez, Davide Cirillo, Alessio Del Conte, Alexandros C. Dimopoulos, Victoria Domínguez Del Angel, Joaquı́n Dopazo, Piero Fariselli, José M. Fernández, Florian Huber, Anna Kreshuk, Tom Lenaerts, Pier Luigi Martelli, Arcadi Navarro, Pilib Ó Broin, Janet Piñero, Damiano Piovesan, Martin Reczko, Francesco Ronzano, Venkata Satagopam, Castrense Savojardo, Vojtěch Spiwok, M. A. Tangaro, Giacomo Tartari, David Salgado, Alfonso Valencia, Federico Zambelli, Jennifer Harrow, Fotis Psomopoulos, Silvio C. E. Tosatto   +35 more
openalex   +2 more sources

Comparing self‐reported race and genetic ancestry for identifying potential differentially methylated sites in endometrial cancer: insights from African ancestry proportions using machine learning models

Molecular Oncology, EarlyView.
Integrating ancestry, differential methylation analysis, and machine learning, we identified robust epigenetic signature genes (ESGs) and Core‐ESGs in Black and White women with endometrial cancer. Core‐ESGs (namely APOBEC1 and PLEKHG5) methylation levels were significantly associated with survival, with tumors from high African ancestry (THA) showing ...
Huma Asif, J. Julie Kim
wiley   +1 more source

Adoption of mechanization alternatives in oil palm crops in the Colombian Orinoquía natural region☆

Oilseeds and fats, crops and lipids
The Orinoquía Natural Region in Colombia, particularly the Cumaral and Bajo Upía subzone, serves as the country’s primary palm oil production area. However, it faces with labor shortages and a lack of current mechanization data. This study aims to assess
Zapata-Hernández Arley, Ruiz-Álvarez Elizabeth, Arias Nolver, Mosquera-Montoya Mauricio, Cooman Alexandre   +4 more
doaj   +1 more source

A large‐scale retrospective study in metastatic breast cancer patients using circulating tumour DNA and machine learning to predict treatment outcome and progression‐free survival

Molecular Oncology, EarlyView.
There is an unmet need in metastatic breast cancer patients to monitor therapy response in real time. In this study, we show how a noninvasive and affordable strategy based on sequencing of plasma samples with longitudinal tracking of tumour fraction paired with a statistical model provides valuable information on treatment response in advance of the ...
Emma J. Beddowes, Mario Ortega Duran, Solon Karapanagiotis, Alistair Martin, Meiling Gao, Riccardo Masina, Ramona Woitek, James Tanner, Fleur Tippin, Justine Kane, Jonathan Lay, Anja Brouwer, Stephen‐John Sammut, Suet‐Feung Chin, Davina Gale, Dana W. Y. Tsui, Sarah‐Jane Dawson, Nitzan Rosenfeld, Maurizio Callari, Oscar M. Rueda, Carlos Caldas   +20 more
wiley   +1 more source

A study of the validation of atmospheric CO2 from satellite hyper spectral remote sensing

Advances in Climate Change Research, 2014
Three total column dry-air mole fractions of CO2 (XCO2) products from satellite retrievals, namely SCIAMACHY, NIES-GOSAT, and ACOS-GOSAT, in the Northern Hemisphere were validated by ground data from the Total Carbon Column Observing Network (TCCON). The
Miao Zhang, Xing-Ying Zhang, Rui-Xia Liu, Lie-Qun Hu   +3 more
doaj   +1 more source

Optimal Data Split Methodology for Model Validation [PDF]

, 2011
The decision to incorporate cross-validation into validation processes of mathematical models raises an immediate question - how should one partition the data into calibration and validation sets?
Bryant, Corey, Miki, Kenji, Morrison, Rebecca, Prudhomme, Serge, Terejanu, Gabriel   +4 more
core  

Construction and Validation of Neurotransmitters Scale [PDF]

, 2018
Mumtaz Ahmad, Asma Tahir, Nadeem Sohail
openalex   +1 more source

Multidimensional OMICs reveal ARID1A orchestrated control of DNA damage, splicing, and cell cycle in normal‐like and malignant urothelial cells

Molecular Oncology, EarlyView.
Loss of the frequently mutated chromatin remodeler ARID1A, a subunit of the SWI/SNF cBAF complex, results in less open chromatin, alternative splicing, and the failure to stop cells from progressing through the cell cycle after DNA damage in bladder (cancer) cells. Created in BioRender. Epigenetic regulators, such as the SWI/SNF complex, with important
Rebecca M. Schlösser, Florian Krumbach, Eyleen Corrales, Geoffroy Andrieux, Christian Preisinger, Franziska Liss, Alexandra Golzmann, Melanie Boerries, Kerstin Becker, Ruth Knüchel, Stefan Garczyk, Bernhard Lüscher   +11 more
wiley   +1 more source

Reconstruction of Fine-Spatial-Resolution FY-3D-Based Vegetation Indices to Achieve Farmland-Scale Winter Wheat Yield Estimation via Fusion with Sentinel-2 Data

Remote Sensing
The spatial resolution (250–1000 m) of the FY-3D MERSI is too coarse for agricultural monitoring at the farmland scale (20–30 m). To achieve the winter wheat yield (WWY) at the farmland scale, based on FY-3D, a method framework is developed in this work.
Xijia Zhou, Tao Wang, Wei Zheng, Mingwei Zhang, Yuanyuan Wang   +4 more
doaj   +1 more source

Machine Learning Validation via Rational DatasetSampling with astartes [PDF]

, 2023
Jackson Burns, Kevin Spiekermann, Himaghna Bhattacharjee, Dionisios G. Vlachos, William H. Green   +4 more
openalex   +1 more source