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Unsupervised representation learning on high-dimensional clinical data improves genomic discovery and prediction Yun, Taedong; Cosentino, Justin; Behsaz, Babak; McCaw, Zachary R.; Hill, Davin; Luben, Robert; Lai, Dongbing; Bates, John; Yang, Howard; Schwantes-An, Tae-Hwi; Zhou, Yuchen; Khawaja, Anthony P.; Carroll, Andrew; Hobbs, Brian D.; Cho, Michael H.; Mclean, Cory Y.; Hormozdiari, Farhad 分享 收藏
Inference of chronic obstructive pulmonary disease with deep learning on raw spirograms identifies new genetic loci and improves risk models Cosentino, Justin; Behsaz, Babak; Alipanahi, Babak; McCaw, Zachary R.; Hill, Davin; Schwantes-An, Tae-Hwi; Lai, Dongbing; Carroll, Andrew; Hobbs, Brian D.; Cho, Michael H.; McLean, Cory Y.; Hormozdiari, Farhad 分享 收藏
Combining SNP-to-gene linking strategies to identify disease genes and assess disease omnigenicity 结合SNP-基因连接策略鉴定疾病基因和评估疾病全基因性 Gazal, Steven; Weissbrod, Omer; Hormozdiari, Farhad; Dey, Kushal K.; Nasser, Joseph; Jagadeesh, Karthik A.; Weiner, Daniel J.; Shi, Huwenbo; Fulco, Charles P.; O'Connor, Luke J.; Pasaniuc, Bogdan; Engreitz, Jesse M.; Price, Alkes L. 分享 收藏
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Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology 基于大规模机器学习的表型分析显着改善了视神经头形态的基因组发现 Alipanahi, Babak; Hormozdiari, Farhad; Behsaz, Babak; Cosentino, Justin; McCaw, Zachary R.; Schorsch, Emanuel; Sculley, D.; Dorfman, Elizabeth H.; Foster, Paul J.; Peng, Lily H.; Phene, Sonia; Hammel, Naama; Carroll, Andrew; Khawaja, Anthony P.; McLean, Cory Y. 分享 收藏
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Exploiting the GTEx resources to decipher the mechanisms at GWAS loci 利用GTEx资源破译ghis位点的机制 Barbeira, Alvaro N.; Bonazzola, Rodrigo; Gamazon, Eric R.; Liang, Yanyu; Park, YoSon; Kim-Hellmuth, Sarah; Wang, Gao; Jiang, Zhuoxun; Zhou, Dan; Hormozdiari, Farhad; Liu, Boxiang; Rao, Abhiram; Hamel, Andrew R.; Pividori, Milton D.; Aguet, Francois; Bastarache, Lisa; Jordan, Daniel M.; Verbanck, Marie; Do, Ron; Stephens, Matthew; Ardlie, Kristin; McCarthy, Mark; Montgomery, Stephen B.; Segre, Ayellet V.; Brown, Christopher D.; Lappalainen, Tuuli; Wen, Xiaoquan; Im, Hae Kyung 分享 收藏
Functionally informed fine-mapping and polygenic localization of complex trait heritability 复杂性状遗传力的功能信息精细定位和多基因定位 Weissbrod, Omer; Hormozdiari, Farhad; Benner, Christian; Cui, Ran; Ulirsch, Jacob; Gazal, Steven; Schoech, Armin P.; van de Geijn, Bryce; Reshef, Yakir; Marquez-Luna, Carla; O'Connor, Luke; Pirinen, Matti; Finucane, Hilary K.; Price, Alkes L. 分享 收藏
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Impact of admixture and ancestry on eQTL analysis and GWAS colocalization in GTEx 外加剂和祖先对GTEx中eQTL分析和gis共定位的影响 Gay, Nicole R.; Gloudemans, Michael; Antonio, Margaret L.; Abell, Nathan S.; Balliu, Brunilda; Park, YoSon; Martin, Alicia R.; Musharoff, Shaila; Rao, Abhiram S.; Aguet, Francois; Barbeira, Alvaro N.; Bonazzola, Rodrigo; Hormozdiari, Farhad; Ardlie, Kristin G.; Brown, Christopher D.; Im, Hae Kyung; Lappalainen, Tuuli; Wen, Xiaoquan; Montgomery, Stephen B. 分享 收藏
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Genes with High Network Connectivity Are Enriched for Disease Heritability (vol 104, pg 896, 2019) Kim, Samuel S.; Dai, Chengzhen; Hormozdiari, Farhad; van de Geijn, Bryce; Gazal, Steven; Park, Yongjin; O'Connor, Luke; Amariuta, Tiffany; Loh, Po-Ru; Finucane, Hilary; Raychaudhuri, Soumya; Price, Alkes L. 分享 收藏
Annotations capturing cell type-specific TF binding explain a large fraction of disease heritability van de Geijn, Bryce; Finucane, Hilary; Gazal, Steven; Hormozdiari, Farhad; Amariuta, Tiffany; Liu, Xuanyao; Gusev, Alexander; Loh, Po-Ru; Reshef, Yakir; Kichaev, Gleb; Raychauduri, Soumya; Price, Alkes L. 分享 收藏
Functional disease architectures reveal unique biological role of transposable elements Hormozdiari, Farhad; van de Geijn, Bryce; Nasser, Joseph; Weissbrod, Omer; Gazal, Steven; Ju, Chelsea J. -T.; O'Connor, Luke; Hujoel, Margaux L. A.; Engreitz, Jesse; Hormozdiari, Fereydoun; Price, Alkes L. 分享 收藏
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Genes with High Network Connectivity Are Enriched for Disease Heritability 具有高网络连通性的基因富集疾病遗传力 Kim, Samuel S.; Dai, Chengzhen; Hormozdiari, Farhad; van de Geijn, Bryce; Gazal, Steven; Park, Yongjin; O'Connor, Luke; Amariuta, Tiffany; Loh, Po-Ru; Finucane, Hilary; Raychaudhuri, Soumya; Price, Alkes L. 分享 收藏
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