Uncharted waters: Next-generation sequencing and machine learning software allow forensic science to expand into phenotype prediction from DNA samples

Hunter Philip

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Uncharted waters: Next-generation sequencing and machine learning software allow forensic science to expand into phenotype prediction from DNA samples

机译：未知的水域：下一代测序和机器学习软件允许法医学扩展到来自DNA样品的表型预测

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《EMBO reports》 |2018年第3期|共4页
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Hunter Philip;
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1. Uncharted waters: Next-generation sequencing and machine learning software allow forensic science to expand into phenotype prediction from DNA samples [J] . Hunter Philip EMBO reports . 2018,第3期

机译：未知的水域：下一代测序和机器学习软件允许法医学扩展到来自DNA样品的表型预测
2. Sequencing the hypervariable regions of human mitochondrial DNA using massively parallel sequencing: Enhanced data acquisition for DNA samples encountered in forensic testing [J] . Davis Carey, Peters Dixie, Warshauer David, Legal medicine . 2015,第2期

机译：使用大规模平行测序对人线粒体DNA的高变区进行测序：增强法医测试中遇到的DNA样品的数据采集
3. Editorial for Brain Sciences Special Issue: “Diagnosis of Neurogenetic Disorders: Contribution of Next-Generation Sequencing and Deep Phenotyping” [J] . Alisdair McNeill Brain Sciences . 2019,第3期

机译：脑科学专刊社论：“神经遗传性疾病的诊断：下一代测序和深表型的贡献”
4. Phenotype Prediction of DNA Sequence Data: A Machine- and Statistical Learning Approach [C] . Darlington Mapiye, Mpho Mokoatle, Dineo Makoro, IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology . 2020

机译：DNA序列数据的表型预测：机器和统计学习方法
5. Statistical methods for genetic phenotype prediction and DNA sequence sample contamination detection [D] . Chen, Yue-Ming. 2016

机译：遗传表型预测和DNA序列样品污染检测的统计方法
6. MegaR: an interactive R package for rapid sample classification and phenotype prediction using metagenome profiles and machine learning [O] . Eliza Dhungel, Yassin Mreyoud, Ho-Jin Gwak, 2021

机译：Megar：用于使用Metagenome简介和机器学习的快速样品分类和表型预测的交互式R包
7. Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms [O] . Isaac Shiri, Hasan Maleki, Ghasem Hajianfar, 2020

机译：NSCLC患者EGFR和KRAS突变状态使用多式联运成像和机器学习算法预测的下一代辐射瘤测序

Uncharted waters: Next-generation sequencing and machine learning software allow forensic science to expand into phenotype prediction from DNA samples

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