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To obtain supervised data on signal-intensity ratios for different copy numbers, as in the previous study (4), we measured the signal intensities of probes for samples with different numbers of X chromosomes in triplicate and used GIM to obtain the signal-intensity ratios of nX (representing each of the X chromosomes, where n = 1, 2, …, 5) to 2X.
Meanwhile, we used Nsp arrays and supervised data on different numbers of DNA copies to determine copy numbers in more extended representations such as '3 or 4' copies or '>4' copies (10) [ambiguity in the 'or' representation was resolved by use of the phasing tool (10) in a subsequent procedure].
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KB designed the study, supervised data collection both on field and in laboratory, and prepared the manuscript for publication.
MTR, RM, JW and MJ conceptualized the study, MJ and RM supervised data analysis, JW and DG advised on the analysis and on the interpretation of the results, MTR analysed the data and wrote the manuscript.
In this paper, object co-segmentation is addressed based on weakly supervised data fusion.
Doug Brugge oversaw the study design and IRB submission, supervised data collection and took the lead on writing the paper.
NPH provided input on study design, supervised data collection in West Java Province, assisted with interpretation of results, and reviewed manuscript.
NPH provided input on study design, supervised data collection in West Java Province, assisted with interpretation of results and reviewed the manuscript.
NTKC advised on the research design, supervised data collection and revised the manuscript.
3) US designed the study, supervised data analysis, interpreted findings and provided input on successive iterations of the manuscript.
GM coordinated all stages of the study, gave feedback on design, was responsible for data collection, supervised data entry, assisted with analysis and reviewed the manuscript.
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