Human Genome Epidemiology Literature Finder
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Records 1 - 26 (of 26 Records) |
| Query Trace: Machine learning[original query] |
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Inference of chronic obstructive pulmonary disease with deep learning on raw spirograms identifies new genetic loci and improves risk models.
Nature genetics 2023 4 55 (5): 787-795. 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 Farh |
| Genetics implicates overactive osteogenesis in the development of diffuse idiopathic skeletal hyperostosis.
Nature communications 2023 5 14 (1): 2644. Sethi Anurag, Ruby J Graham, Veras Matthew A, Telis Natalie, Melamud Euge |
| A genome-wide association study reveals ARL15, a novel non-HLA susceptibility gene for rheumatoid arthritis in North Indians.
Arthritis and rheumatism 2013 Dec 65 (12): 3026-35. Negi Sapna, Juyal Garima, Senapati Sabyasachi, Prasad Pushplata, Gupta Aditi, Singh Shalini, Kashyap Sujit, Kumar Ashok, Kumar Uma, Gupta Rajiva, Kaur Satbir, Agrawal Suraksha, Aggarwal Amita, Ott Jurg, Jain Sanjay, Juyal Ramesh C, Thelma B |
| Biological function integrated prediction of severe radiographic progression in rheumatoid arthritis: a nested case control study.
Arthritis research & therapy 2017 Oct 19 (1): 244. Joo Young Bin, Kim Yul, Park Youngho, Kim Kwangwoo, Ryu Jeong Ah, Lee Seunghun, Bang So-Young, Lee Hye-Soon, Yi Gwan-Su, Bae Sang-Che |
| Clinical and Genetic Determinants of Varicose Veins.
Circulation 2018 Dec 138 (25): 2869-2880. Fukaya Eri, Flores Alyssa M, Lindholm Daniel, Gustafsson Stefan, Zanetti Daniela, Ingelsson Erik, Leeper Nicholas |
| The Genetic Architecture of Parkinson Disease in Spain: Characterizing Population-Specific Risk, Differential Haplotype Structures, and Providing Etiologic Insight.
Movement disorders : official journal of the Movement Disorder Society 2019 12 34 (12): 1851-1863. Bandres-Ciga Sara, Ahmed Sarah, Sabir Marya S, Blauwendraat Cornelis, Adarmes-Gómez Astrid D, Bernal-Bernal Inmaculada, Bonilla-Toribio Marta, Buiza-Rueda Dolores, Carrillo Fátima, Carrión-Claro Mario, Gómez-Garre Pilar, Jesús Silvia, Labrador-Espinosa Miguel A, Macias Daniel, Méndez-Del-Barrio Carlota, Periñán-Tocino Teresa, Tejera-Parrado Cristina, Vargas-González Laura, Diez-Fairen Monica, Alvarez Ignacio, Tartari Juan Pablo, Buongiorno Mariateresa, Aguilar Miquel, Gorostidi Ana, Bergareche Jesús Alberto, Mondragon Elisabet, Vinagre-Aragon Ana, Croitoru Ioana, Ruiz-Martínez Javier, Dols-Icardo Oriol, Kulisevsky Jaime, Marín-Lahoz Juan, Pagonabarraga Javier, Pascual-Sedano Berta, Ezquerra Mario, Cámara Ana, Compta Yaroslau, Fernández Manel, Fernández-Santiago Rubén, Muñoz Esteban, Tolosa Eduard, Valldeoriola Francesc, Gonzalez-Aramburu Isabel, Sanchez Rodriguez Antonio, Sierra María, Menéndez-González Manuel, Blazquez Marta, Garcia Ciara, Suarez-San Martin Esther, García-Ruiz Pedro, Martínez-Castrillo Juan Carlos, Vela-Desojo Lydia, Ruz Clara, Barrero Francisco Javier, Escamilla-Sevilla Francisco, Mínguez-Castellanos Adolfo, Cerdan Debora, Tabernero Cesar, Gomez Heredia Maria Jose, Perez Errazquin Francisco, Romero-Acebal Manolo, Feliz Cici, Lopez-Sendon Jose Luis, Mata Marina, Martínez Torres Irene, Kim Jonggeol Jeffrey, Dalgard Clifton L, , Brooks Janet, Saez-Atienzar Sara, Gibbs J Raphael, Jorda Rafael, Botia Juan A, Bonet-Ponce Luis, Morrison Karen E, Clarke Carl, Tan Manuela, Morris Huw, Edsall Connor, Hernandez Dena, Simon-Sanchez Javier, Nalls Mike A, Scholz Sonja W, Jimenez-Escrig Adriano, Duarte Jacinto, Vives Francisco, Duran Raquel, Hoenicka Janet, Alvarez Victoria, Infante Jon, Marti Maria José, Clarimón Jordi, López de Munain Adolfo, Pastor Pau, Mir Pablo, Singleton Andrew, |
| Genomic Prediction of Tendinopathy Risk in Elite Team Sports.
International journal of sports physiology and performance 2019 Oct 1-7. Rodas Gil, Osaba Lourdes, Arteta David, Pruna Ricard, Fernández Dolors, Lucia Alejand |
| Harmonizing Genetic Ancestry and Self-identified Race/Ethnicity in Genome-wide Association Studies.
American journal of human genetics 2019 Oct 105 (4): 763-772. Fang Huaying, Hui Qin, Lynch Julie, Honerlaw Jacqueline, Assimes Themistocles L, Huang Jie, Vujkovic Marijana, Damrauer Scott M, Pyarajan Saiju, Gaziano J Michael, DuVall Scott L, O'Donnell Christopher J, Cho Kelly, Chang Kyong-Mi, Wilson Peter W F, Tsao Philip S, , Sun Yan V, Tang H |
| Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide.
Molecular psychiatry 2019 Jan . Ruderfer Douglas M, Walsh Colin G, Aguirre Matthew W, Tanigawa Yosuke, Ribeiro Jessica D, Franklin Joseph C, Rivas Manuel |
| Chances and challenges of machine learning-based disease classification in genetic association studies illustrated on age-related macular degeneration.
Genetic epidemiology 2020 Oct 44 (7): 759-777. Guenther Felix, Brandl Caroline, Winkler Thomas W, Wanner Veronika, Stark Klaus, Kuechenhoff Helmut, Heid Iris |
| Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease.
BMC medical genomics 2020 08 13 (1): 120. Winkler Thomas W, Grassmann Felix, Brandl Caroline, Kiel Christina, Günther Felix, Strunz Tobias, Weidner Lorraine, Zimmermann Martina E, Korb Christina A, Poplawski Alicia, Schuster Alexander K, Müller-Nurasyid Martina, Peters Annette, Rauscher Franziska G, Elze Tobias, Horn Katrin, Scholz Markus, Cañadas-Garre Marisa, McKnight Amy Jayne, Quinn Nicola, Hogg Ruth E, Küchenhoff Helmut, Heid Iris M, Stark Klaus J, Weber Bernhard H |
| Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms.
PLoS genetics 2020 10 16 (10): e1009089. Li Xinyue, Zhao Hong |
| New genetic variants associated with major adverse cardiovascular events in patients with acute coronary syndromes and treated with clopidogrel and aspirin.
The pharmacogenomics journal 2021 Jun . Liu Xiaomin, Xu Hanshi, Xu Huaiqian, Geng Qingshan, Mak Wai-Ho, Ling Fei, Su Zheng, Yang Fang, Zhang Tao, Chen Jiyan, Yang Huanming, Wang Jian, Zhang Xiuqing, Xu Xun, Jia Huijue, Zhang Zhiwei, Liu Xiao, Zhong Shilo |
| Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia.
Frontiers in pharmacology 2021 5 12 605764. Ooi Brandon N S, Raechell , Ying Ariel F, Koh Yong Zher, Jin Yu, Yee Sherman W L, Lee Justin H S, Chong Samuel S, Tan Jack W C, Liu Jianjun, Lee Caroline G, Drum Chester |
| An Integrated Clinical and Genetic Prediction Model for Tacrolimus Levels in Pediatric Solid Organ Transplant Recipients.
Transplantation 2021 02 . Min Sandar, Papaz Tanya, Lambert A Nicole, Allen Upton, Birk Patricia, Blydt-Hansen Tom, Foster Bethany J, Grasemann Hartmut, Hamiwka Lorraine, Litalien Catherine, Ng Vicky, Berka Noureddine, Campbell Patricia, Daniel Claude, Saw Chee Loong, Tinckam Kathryn, Urschel Simon, Van Driest Sara L, Parekh Rulan, Mital See |
| Deep Learning of the Retina Enables Phenome- and Genome-Wide Analyses of the Microvasculature.
Circulation 2021 11 145 (2): 134-150. Zekavat Seyedeh Maryam, Raghu Vineet K, Trinder Mark, Ye Yixuan, Koyama Satoshi, Honigberg Michael C, Yu Zhi, Pampana Akhil, Urbut Sarah, Haidermota Sara, O'Regan Declan P, Zhao Hongyu, Ellinor Patrick T, Segrè Ayellet V, Elze Tobias, Wiggs Janey L, Martone James, Adelman Ron A, Zebardast Nazlee, Del Priore Lucian, Wang Jay C, Natarajan Prade |
| Genome-wide association study identifies 18 novel loci associated with left atrial volume and function.
European heart journal 2021 8 . Ahlberg Gustav, Andreasen Laura, Ghouse Jonas, Bertelsen Litten, Bundgaard Henning, Haunsø Stig, Svendsen Jesper H, Olesen Morten |
| Imputation and Reanalysis of ExomeChip Data Identifies Novel, Conditional and Joint Genetic Effects on Parkinson's Disease Risk.
Genes 2021 6 12 (5): . Rodrigo Linduni M, Nyholt Dale |
| Predicting physiological aging rates from a range of quantitative traits using machine learning.
Aging 2021 11 13 (20): 23471-23516. Sun Eric D, Qian Yong, Oppong Richard, Butler Thomas J, Zhao Jesse, Chen Brian H, Tanaka Toshiko, Kang Jian, Sidore Carlo, Cucca Francesco, Bandinelli Stefania, Abecasis Gonçalo R, Gorospe Myriam, Ferrucci Luigi, Schlessinger David, Goldberg Ilya, Ding J |
| Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology.
American journal of human genetics 2021 6 108 (7): 1217-1230. 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 |
| Machine learning enables new insights into genetic contributions to liver fat accumulation.
Cell genomics 2021 12 1 (3): . Haas Mary E, Pirruccello James P, Friedman Samuel N, Wang Minxian, Emdin Connor A, Ajmera Veeral H, Simon Tracey G, Homburger Julian R, Guo Xiuqing, Budoff Matthew, Corey Kathleen E, Zhou Alicia Y, Philippakis Anthony, Ellinor Patrick T, Loomba Rohit, Batra Puneet, Khera Amit |
| Metagenome-genome-wide association studies reveal human genetic impact on the oral microbiome.
Cell discovery 2021 12 7 (1): 117. Liu Xiaomin, Tong Xin, Zhu Jie, Tian Liu, Jie Zhuye, Zou Yuanqiang, Lin Xiaoqian, Liang Hewei, Li Wenxi, Ju Yanmei, Qin Youwen, Zou Leying, Lu Haorong, Zhu Shida, Jin Xin, Xu Xun, Yang Huanming, Wang Jian, Zong Yang, Liu Weibin, Hou Yong, Jia Huijue, Zhang T |
| A Genome-Wide Association Study and Machine-Learning Algorithm Analysis on the Prediction of Facial Phenotypes by Genotypes in Korean Women.
Clinical, cosmetic and investigational dermatology 2022 3 15 433-445. Yoo Hye-Young, Lee Ki-Chan, Woo Ji-Eun, Park Sung-Ha, Lee Sunghoon, Joo Joungsu, Bae Jin-Sik, Kwon Hyuk-Jung, Park Byoung-J |
| Genetic and environmental determinants of diastolic heart function.
Nature cardiovascular research 2022 4 1 (4): 361-371. Thanaj Marjola, Mielke Johanna, McGurk Kathryn A, Bai Wenjia, Savioli Nicolò, de Marvao Antonio, Meyer Hannah V, Zeng Lingyao, Sohler Florian, Lumbers R Thomas, Wilkins Martin R, Ware James S, Bender Christian, Rueckert Daniel, MacNamara Aidan, Freitag Daniel F, O'Regan Declan |
| Calcification of the abdominal aorta is an under-appreciated cardiovascular disease risk factor in the general population.
Frontiers in cardiovascular medicine 2022 10 9 1003246. Sethi Anurag, Taylor D Leland, Ruby J Graham, Venkataraman Jagadish, Sorokin Elena, Cule Madeleine, Melamud Euge |
| Cross-Ancestry Genome-Wide Association Study Defines the Extended CYP2D6 Locus as the Principal Genetic Determinant of Endoxifen Plasma Concentrations.
Clinical pharmacology and therapeutics 2023 1 113 (3): 712-723. Khor Chiea Chuen, Winter Stefan, Sutiman Natalia, Mürdter Thomas E, Chen Sylvia, Lim Joanne Siok Liu, Li Zheng, Li Jingmei, Sim Kar Seng, Ganchev Boian, Eccles Diana, Eccles Bryony, Tapper William, Zgheib Nathalie K, Tfayli Arafat, Ng Raymond Chee Hui, Yap Yoon Sim, Lim Elaine, Wong Mabel, Wong Nan Soon, Ang Peter Cher Siang, Dent Rebecca, Tremmel Roman, Klein Kathrin, Schaeffeler Elke, Zhou Yitian, Lauschke Volker M, Eichelbaum Michel, Schwab Matthias, Brauch Hiltrud B, Chowbay Balram, Schroth Wern |
- Page last reviewed:Feb 1, 2023
- Page last updated:Sep 29, 2023
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