Showing results for: [ Wang, Rosalind ]
This collection contains the peak detection and alignment results of:
-- plasmodium falciparum CHMI trial
-- plasmodium vivax CHMI trial
-- healthy control experiment
The peaks were extracted from c... moresv files contained in https://data.csiro.au/dap/landingpage?pid=csiro:38977
For each data set, the original data is either used as raw and/or normalised by the standard chemical 2-Hexanone (measured at the beginning of each day). For peak detection, a noise threshold of 10 was used on all data sets. For the CHMI trials, the breath data and ambient air data were processed separately. less
Novel sensor and biomarkers for diagnosis of malaria using human breath - Results - Published 03 Apr 2019
Data and results for paper on peak alignment using Deep Learning.
Data folder contains 12 data sets for training and test, as well as Excel template for manually grouping the peaks found.
Re... moresults folder contains all the results reported in the paper. They are organised into four folders, each folder contains the trained models and the predictions.
The data was extracted from peak detection results of several data sets, most of which are at: https://data.csiro.au/dap/landingpage?pid=csiro:38997less
Biomarkers for Health and Biosecurity - Results - Published 01 Apr 2019
This is the CSV files converted from XML file for
1. the CHMI trials of plasmodium falciparum at https://doi.org/10.25919/5b5b7530a39f4
2. the CHMI trials of plasmodium vivax at https://doi.org/10.2... more5919/5b5a6bf69aca5
3. the healthy control trials at https://doi.org/10.25919/5b5e699817220
The data within each trial is organised in day of analysis, for each normalisation of the data. less
Novel sensor and biomarkers for diagnosis of malaria using human breath - Results - Published 01 Apr 2019
This data was collected as part of studies to investigate (1) the stability of mass analyser instruments over a period of several weeks and (2) the stability of thioethers undergoing storage at variou... mores termperatures over a period of several weeks.
The data in this collection are GC-QTOF-MS file, with extension .D, which is proprietary to the company Agilent. The software "MassHunter", which is available to those who own any Agilent GC, LC or MS equipment, can be used to open these files. less
Novel sensor and biomarkers for diagnosis of malaria using human breath - stability trials - Published 19 Sep 2018