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Medical foundation large language models for comprehensive text analysis and beyond Xie, Qianqian; Chen, Qingyu; Chen, Aokun; Peng, Cheng; Hu, Yan; Lin, Fongci; Peng, Xueqing; Huang, Jimin; Zhang, Jeffrey; Keloth, Vipina; Zhou, Xinyu; Qian, Lingfei; He, Huan; Shung, Dennis; Ohno-Machado, Lucila; Wu, Yonghui; Bian, Jiang Share Save
Severe aortic stenosis detection by deep learning applied to echocardiography Holste, Gregory; Oikonomou, Evangelos K.; Mortazavi, Bobak J.; Coppi, Andreas; Faridi, Kamil F.; Miller, Edward J.; Forrest, John K.; McNamara, Robert L.; Ohno-Machado, Lucila; Yuan, Neal; Gupta, Aakriti; Ouyang, David; Krumholz, Harlan M.; Wang, Zhangyang; Khera, Rohan Share Save
Comparative Safety and Effectiveness of Biologic Therapy for Crohn's Disease: A CA-IBD Cohort Study Singh, Siddharth; Kim, Jihoon; Luo, Jiyu; Paul, Paulina; Rudrapatna, Vivek; Park, Sunhee; Zheng, Kai; Syal, Gaurav; Ha, Christina; Fleshner, Phillip; McGovern, Dermot; Sauk, Jenny S.; Limketkai, Berkeley; Dulai, Parambir S.; Boland, Brigid S.; Eisenstein, Samuel; Ramamoorthy, Sonia; Melmed, Gil; Mahadevan, Uma; Sandborn, William J.; Ohno-Machado, Lucila Share Save
Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance Davis, Sharon E.; Ssemaganda, Henry; Koola, Jejo D.; Mao, Jialin; Westerman, Dax; Speroff, Theodore; Govindarajulu, Usha S.; Ramsay, Craig R.; Sedrakyan, Art; Ohno-Machado, Lucila; Resnic, Frederic S.; Matheny, Michael E. Share Save
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Effectiveness and Safety of Biologic Therapy in Hispanic Vs Non-Hispanic Patients With Inflammatory Bowel Diseases: A CA-IBD Cohort Study Nguyen, Nghia H.; Luo, Jiyu; Paul, Paulina; Kim, Jihoon; Syal, Gaurav; Ha, Christina; Rudrapatna, Vivek; Park, Sunhee; Parekh, Nimisha; Zheng, Kai; Sauk, Jenny S.; Limketkai, Berkeley; Fleshner, Phillip; Eisenstein, Samuel; Ramamoorthy, Sonia; Melmed, Gil; Dulai, Parambir S.; Boland, Brigid S.; Mahadevan, Uma; Sandborn, William J.; Ohno-Machado, Lucila; McGovern, Dermot; Singh, Siddharth Share Save
Investigation of hypertension and type 2 diabetes as risk factors for dementia in the All of Us cohort Nagar, Shashwat Deepali; Pemu, Priscilla; Qian, Jun; Boerwinkle, Eric; Cicek, Mine; Clark, Cheryl R.; Cohn, Elizabeth; Gebo, Kelly; Loperena, Roxana; Mayo, Kelsey; Mockrin, Stephen; Ohno-Machado, Lucila; Ramirez, Andrea H.; Schully, Sheri; Able, Ashley; Green, Ashley; Zuchner, Stephan; Jordan, I. King; Meller, Robert Share Save
Concordance of SARS-CoV-2 Antibody Results during a Period of Low Prevalence Miller, Cheryl N.; Althoff, Keri N.; Schlueter, David J.; Anton-Culver, Hoda; Chen, Qingxia; Garbett, Shawn; Ratsimbazafy, Francis; Thomsen, Isaac; Karlson, Elizabeth W.; Cicek, Mine; Pinto, Ligia A.; Malin, Bradley A.; Ohno-Machado, Lucila; Williams, Carolyn; Goldstein, David; Kouame, Aymone; Ramirez, Andrea; Gebo, Kelly A.; Schully, Sheri D. Share Save
Effect of Obesity on Risk of Hospitalization, Surgery, and Serious Infection in Biologic-Treated Patients With Inflammatory Bowel Diseases: A CA-IBD Cohort Study Gu, Phillip; Luo, Jiyu; Kim, Jihoon; Paul, Paulina; Limketkai, Berkeley; Sauk, Jenny S.; Park, Sunhee; Parekh, Nimisha; Zheng, Kai; Rudrapatna, Vivek; Syal, Gaurav; Ha, Christina; McGovern, Dermot P.; Melmed, Gil Y.; Fleshner, Phillip; Eisenstein, Samuel; Ramamoorthy, Sonia; Dulai, Parambir S.; Boland, Brigid S.; Grunvald, Eduardo; Mahadevan, Uma; Ohno-Machado, Lucila; Sandborn, William J.; Singh, Siddharth Share Save
Simplified Machine Learning Models Can Accurately Identify High-Need High-Cost Patients With Inflammatory Bowel Disease Nguyen, Nghia H. H.; Patel, Sagar; Gabunilas, Jason; Qian, Alexander S. S.; Cecil, Alan; Jairath, Vipul; Sandborn, William J. J.; Ohno-Machado, Lucila; Chen, Peter L. L.; Singh, Siddharth Share Save
Protein and miRNA profile of circulating extracellular vesicles in patients with primary sclerosing cholangitis Povero, Davide; Tameda, Masahiko; Eguchi, Akiko; Ren, Wenhua; Kim, Jihoon; Myers, Robert; Goodman, Zachary D.; Harrison, Stephen A.; Sanyal, Arun J.; Bosch, Jaime; Ohno-Machado, Lucila; Feldstein, Ariel E. Share Save
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Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation Kim, Miran; Harmanci, Arif Ozgun; Bossuat, Jean-Philippe; Carpov, Sergiu; Cheon, Jung Hee; Chillotti, Ilaria; Cho, Wonhee; Froelicher, David; Gama, Nicolas; Georgieva, Mariya; Hong, Seungwan; Hubaux, Jean-Pierre; Kim, Duhyeong; Lauter, Kristin; Ma, Yiping; Ohno-Machado, Lucila; Sofia, Heidi; Son, Yongha; Song, Yongsoo; Troncoso-Pastoriza, Juan; Jiang, Xiaoqian Share Save
Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track Kuo, Tsung-Ting; Bath, Tyler; Ma, Shuaicheng; Pattengale, Nicholas; Yang, Meng; Cao, Yang; Hudson, Corey M.; Kim, Jihoon; Post, Kai; Xiong, Li; Ohno-Machado, Lucila Share Save
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Predictive Analytics for Glaucoma Using Data From the All of Us Research Program Baxter, Sally L.; Saseendrakumar, Bharanidharan Radha; Paul, Paulina; Kim, Jihoon; Bonomi, Luca; KUO, TSUNG-TING; Loperena, Roxana; Ratsimbazafy, Francis; Boerwinkle, Eric; Cicek, Mine; Clark, Cheryl R.; Cohn, Elizabeth; Gebo, Kelly; Mayo, Kelsey; Mockrin, Stephen; Schully, Sheri D.; Ramirez, Andrea; Ohno-Machado, Lucila Share Save
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