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Junhui Lee, MD,1 Kent Nguyen, OD,1 Brandon J. Wong, MD,1,3 Jose-Luis Ambite, PhD,2 Carl Kesselman, PhD,2 Lauren P. Daskivich, MD,1,5 Michael Pazzani, PhD,2 Benjamin Y. Xu, MD, PhD1 Nguyen, Van; Iyengar, Sreenidhi; Rasheed, Haroon; Apolo, Galo; Li, Zhiwei; Kumar, Aniket; Nguyen, Hong; Bohner, Austin; Bolo, Kyle; Dhodapkar, Rahul; Do, Jiun; Duong, Andrew T.; Gluckstein, Jeffrey; Hong, Kendra; Humayun, Lucas L.; James, Alanna; Lee, Junhui; Nguyen, Kent; Wong, Brandon J.; Ambite, Jose-Luis; Kesselman, Carl; Daskivich, Lauren P.; Pazzani, Michael 分享 收藏
A federated learning architecture for secure and private neuroimaging analysis Stripelis, Dimitris; Gupta, Umang; Saleem, Hamza; Dhinagar, Nikhil; Ghai, Tanmay; Anastasiou, Chrysovalantis; Sanchez, Rafael; Steeg, Greg Ver; Ravi, Srivatsan; Naveed, Muhammad; Thompson, Paul M.; Ambite, Jose Luis 分享 收藏
Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer's disease, mild cognitive impairment, and healthy aging, from T1-weighted brain structural MRI Chattopadhyay, Tamoghna; Ozarkar, Saket S.; Buwa, Ketaki; Joshy, Neha Ann; Komandur, Dheeraj; Naik, Jayati; Thomopoulos, Sophia I.; Ver Steeg, Greg; Ambite, Jose Luis; Thompson, Paul M. 分享 收藏
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Predicted gene expression in ancestrally diverse populations leads to discovery of susceptibility loci for lifestyle and cardiometabolic traits 祖先不同人群中预测的基因表达导致发现生活方式和心脏代谢特征的易感性位点 Highland, Heather M.; Wojcik, Genevieve L.; Graff, Mariaelisa; Nishimura, Katherine K.; Hodonsky, Chani J.; Baldassari, Antoine R.; Cote, Alanna C.; Cheng, Iona; Gignoux, Christopher R.; Tao, Ran; Li, Yuqing; Boerwinkle, Eric; Fornage, Myriam; Haessler, Jeffrey; Hindorff, Lucia A.; Hu, Yao; Justice, Anne E.; Lin, Bridget M.; Lin, Danyu; Stram, Daniel O.; Haiman, Christopher A.; Kooperberg, Charles; Le Marchand, Loic; Matise, Tara C.; Kenny, Eimear E.; Carlson, Christopher S.; Stahl, Eli A.; Avery, Christy L.; North, Kari E.; Ambite, Jose Luis; Buyske, Steven; Loos, Ruth J.; Peters, Ulrike; Young, Kristin L.; Bien, Stephanie A.; Huckins, Laura M. 分享 收藏
Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures Li, Kenan; Sward, Katherine; Deng, Huiyu; Morrison, John; Habre, Rima; Franklin, Meredith; Chiang, Yao-Yi; Ambite, Jose Luis; Wilson, John P.; Eckel, Sandrah P. 分享 收藏
NERO: a biomedical named-entity (recognition) ontology with a large, annotated corpus reveals meaningful associations through text embedding NERO: 具有大型注释语料库的生物医学命名实体 (识别) 本体通过文本嵌入揭示有意义的关联 Wang, Kanix; Stevens, Robert; Alachram, Halima; Li, Yu; Soldatova, Larisa; King, Ross; Ananiadou, Sophia; Schoene, Annika M.; Li, Maolin; Christopoulou, Fenia; Ambite, Jose Luis; Matthew, Joel; Garg, Sahil; Hermjakob, Ulf; Marcu, Daniel; Sheng, Emily; Beissbarth, Tim; Wingender, Edgar; Galstyan, Aram; Gao, Xin; Chambers, Brendan; Pan, Weidi; Khomtchouk, Bohdan B.; Evans, James A.; Rzhetsky, Andrey 分享 收藏
W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets Li, Kenan; Deng, Huiyu; Morrison, John; Habre, Rima; Franklin, Meredith; Chiang, Yao-Yi; Sward, Katherine; Gilliland, Frank D.; Ambite, Jose Luis; Eckel, Sandrah P. 分享 收藏
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ENHANCING ACCESS TO DATA AT THE NATIONAL INSTITUTE OF HEALTH REPOSITORY AND GENOMICS RESOURCE Ruocco, Brittany; Mayani, Rajiv; Sharma, Shefali; Wilson, Sherri; Vahi, Karan; Voinea, Serban; Davis, Gillian; Valentine-Cooper, William; Mathew, Joel; Arens, Yigal; Deelman, Ewa; Azaro, Marco; Vieland, Veronica; Ambite, Jose Luis; Brzustowicz, Linda 分享 收藏
Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors' Data Li, Kenan; Habre, Rima; Deng, Huiyu; Morrison, John; Gilliland, Frank D.; Ambite, Jose Luis; Stripelis, Dimitris; Chiang, Yao-Yi; Lin, Yijun; Bui, Alex A. T.; King, Christine; Hosseini, Anahita; Van Vliet, Eleanne; Sarrafzadeh, Majid; Eckel, Sandrah P. 分享 收藏
Discovery, fine-mapping, and conditional analyses of genetic variants associated with C-reactive protein in multiethnic populations using the Metabochip in the Population Architecture using Genomics and Epidemiology (PAGE) study 在使用基因组学和流行病学 (PAGE) 研究的人群结构中使用Metabochip对多种族人群中与C反应蛋白相关的遗传变异进行发现，精细映射和条件分析 Kocarnik, Jonathan M.; Richard, Melissa; Graff, Misa; Haessler, Jeffrey; Bien, Stephanie; Carlson, Chris; Carty, Cara L.; Reiner, Alexander P.; Avery, Christy L.; Ballantyne, Christie M.; LaCroix, Andrea Z.; Assimes, Themistocles L.; Barbalic, Maja; Pankratz, Nathan; Tang, Weihong; Tao, Ran; Chen, Dongquan; Talavera, Gregory A.; Daviglus, Martha L.; Chirinos-Medina, Diana A.; Pereira, Rocio; Nishimura, Katie; Buzkova, Petra; Best, Lyle G.; Ambite, Jose Luis; Cheng, Iona; Crawford, Dana C.; Hindorff, Lucia A.; Fornage, Myriam; Heiss, Gerardo; North, Kari E.; Haiman, Christopher A.; Peters, Ulrike; Le Marchand, Loic; Kooperberg, Charles 分享 收藏
Fine-mapping of lipid regions in global populations discovers ethnic-specific signals and refines previously identified lipid loci 全球人群中脂质区域的精细定位发现了种族特异性信号，并完善了先前确定的脂质基因座 Zubair, Niha; Graff, Mariaelisa; Ambite, Jose Luis; Bush, William S.; Kichaev, Gleb; Lu, Yingchang; Manichaikul, Ani; Sheu, Wayne H-H.; Absher, Devin; Assimes, Themistocles L.; Bielinski, Suzette J.; Bottinger, Erwin P.; Buzkova, Petra; Chuang, Lee-Ming; Chung, Ren-Hua; Cochran, Barbara; Dumitrescu, Logan; Gottesman, Omri; Haessler, Jeffrey W.; Haiman, Christopher; Heiss, Gerardo; Hsiung, Chao A.; Hung, Yi-Jen; Hwu, Chii-Min; Juang, Jyh-Ming J.; Le Marchand, Loic; Lee, I-Te; Lee, Wen-Jane; Lin, Li-An; Lin, Danyu; Lin, Shih-Yi; Mackey, Rachel H.; Martin, Lisa W.; Pasaniuc, Bogdan; Peters, Ulrike; Predazzi, Irene; Quertermous, Thomas; Reiner, Alex P.; Robinson, Jennifer; Rotter, Jerome I.; Ryckman, Kelli K.; Schreiner, Pamela J.; Stahl, Eli; Tao, Ran; Tsai, Michael Y.; Waite, Lindsay L.; Wang, Tzung-Dau; Buyske, Steven; Chen, Yii-Der Ida; Cheng, Iona; Crawford, Dana C.; Loos, Ruth J. F.; Rich, Stephen S.; Fornage, Myriam; North, Kari E.; Kooperberg, Charles; Carty, Cara L. 分享 收藏
Replication of Associations between GWAS SNPs and Melanoma Risk in the Population Architecture Using Genomics and Epidemiology (PAGE) Study (vol 134, pg 2049, 2014) Kocarnik, Jonathan M.; Park, Sungshim Lani; Han, Jiali; Dumitrescu, Logan; Cheng, Iona; Wilkens, Lynne R.; Schumacher, Fredrick R.; Kolonel, Laurence; Carlson, Chris S.; Crawford, Dana C.; Goodloe, Robert J.; Dilks, Holli; Baker, Paxton; Richardson, Danielle; Ambite, Jose Luis; Song, Fengju; Qureshi, Abrar A.; Zhang, Mingfeng; Duggan, David; Hutter, Carolyn; Hindorff, Lucia A.; Bush, William S.; Kooperberg, Charles; Le Marchand, Loic; Peters, Ulrike 分享 收藏
Pleiotropy analysis identifies a novel prostate cancer variant at 6p21.33: The PAGE, PRACTICAL, and BPC3 Consortia Han, Ying; Love, Shelly-Ann; Bush, William S.; Campa, Daniele; Butler, Anne M.; Dumitrescu, Logan; Tsilidis, Konstantinos; Cheng, Iona; Wilkens, Lynne R.; Fowke, Jay H.; Ambite, Jose Luis; Buyske, Steve; Park, S. Lani; Haiman, Christopher A.; Marchand, Loic L.; Hindorff, Lucia A.; Canzian, Federico; Schumacher, Fredrick R. 分享 收藏
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Replication of Associations between GWAS SNPs and Melanoma Risk in the Population Architecture Using Genomics and Epidemiology (PAGE) Study Kocarnik, Jonathan M.; Park, Sungshim Lani; Han, Jiali; Dumitrescu, Logan; Cheng, Iona; Wilkens, Lynne R.; Schumacher, Fredrick R.; Kolonel, Laurence; Carlson, Chris S.; Crawford, Dana C.; Goodloe, Robert J.; Dilks, Holli; Baker, Paxton; Richardson, Danielle; Ambite, Jose Luis; Song, Fengju; Quresh, Abrar A.; Zhang, Mingfeng; Duggan, David; Hutter, Carolyn; Hindorff, Lucia A.; Bush, William S.; Kooperberg, Charles; Le Marchand, Loic; Peters, Ulrike 分享 收藏
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