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Zoekresultaten - 8 results

Variability in Alternaria alternata spore characteristics under different culture conditions: implications for automatic detection using air flow cytometry

algorithms by machine learning. Alternaria alternata was cultured on three different media, including exposure to UV light to favor sporulation. Spore morphology was evaluated both macroscopically and ...

Novel prediction models for genotoxicity based on biomarker genes in human HepaRG™ cells.

Issue 2 (2023) Keywords: Algorithms Animals Biomarkers DNA Damage Gene Expression Profiling Humans Supervised Machine Learning Abstract: Transcriptomics-based biomarkers are promising new approach ...

Identification of Mycobacterium abscessus Subspecies by MALDI-TOF Mass Spectrometry and Machine Learning.

challenging. In this study, a collection of 325 clinical isolates of M. abscessus was used for MALDI- TOF MS analysis and for the development of machine learning predictive models based on MALDI- TOF MS protein ...

Novel prediction models for genotoxicity based on biomarker genes in human HepaRGTM cells

were developed based on an extended reference dataset of 38 chemicals including existing as well as newly generated gene expression data. Both unsupervised and supervised machine learning algorithms were ...

Advances in the physicochemical characterization of nanoparticles in a regulatory context.

particle detection supported machine learning are proposed. Service:  Éléments traces et nanomatériaux Spoorelementen en nanomaterialen Trace elements and nanomaterials Manuscript versions:  Version:  ...

Predictive model for BNT162b2 vaccine response in cancer patients based on blood cytokines and growth factors.

cancer patients has not been proposed. METHODS: We employed machine learning approaches to identify a biomarker signature based on blood cytokines, chemokines, and immune- and non-immune-related growth ...

Application of machine learning to predict transport modes from GPS, accelerometer, and heart rate

Publication Type: Peer reviewed scientific article Authors: Giri, Santosh; Ruben Brondeel; Tarik El Aarbaoui; Basile Chaix Source: International Journal of Health Geographics, Volume 21, Issue 1 (2022) Full text language:  English Category:  Peer-reviewed ...

Chromatographic impurity fingerprinting of genuine and counterfeit Cialis® as a means to compare the discriminating ability of PDA and MS detection.

(2016) Keywords: Chromatography, High Pressure Liquid Counterfeit Drugs Informatics Machine Learning Mass Spectrometry Principal Component Analysis Tadalafil Abstract: Public health is threatened worldwide ...

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