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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 Share Save
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 Share Save
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. Share Save
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Predicted gene expression in ancestrally diverse populations leads to discovery of susceptibility loci for lifestyle and cardiometabolic traits 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. Share Save
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. Share Save
NERO: a biomedical named-entity (recognition) ontology with a large, annotated corpus reveals meaningful associations through text embedding 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 Share Save
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. Share Save
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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 Share Save
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. Share Save
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 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 Share Save
Fine-mapping of lipid regions in global populations discovers ethnic-specific signals and refines previously identified lipid loci 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. Share Save
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 Share Save
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. Share Save
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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 Share Save
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