A machine learning method to process voice samples for identification of Parkinson’s disease by Anu Iyer, Aaron Kemp, Yasir Rahmatallah, Lakshmi Pillai, Aliyah Glover, Fred Prior, Linda Larson-Prior, Tuhin Virmani

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Extracting psychiatric stressors for suicide from social media using deep learning by Jingcheng Du, Yaoyun Zhang, Jianhong Luo, Yuxi Jia, Qiang Wei, Cui Tao, Hua Xu

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Sequential machine learning in prediction of common cancers by Jovan Andjelkovic, Branimir Ljubic, Ameen Abdel Hai, Marija Stanojevic, Martin Pavlovski, Wilson Diaz, Zoran Obradovic

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A feasibility trial of parent HPV vaccine reminders and phone-based motivational interviewing by Stephanie A. S. Staras, Eric Richardson, Lisa J. Merlo, Jiang Bian, Lindsay A. Thompson, Janice L. Krieger, Matthew J. Gurka, Ashley H. Sanders, Elizabeth A. Shenkman

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Under-specification as the source of ambiguity and vagueness in narrative phenotype algorithm definitions by Jingzhi Yu, Jennifer A. Pacheco, Anika S. Ghosh, Yuan Luo, Chunhua Weng, Ning Shang, Barbara Benoit, David S. Carrell, Robert J. Carroll, Ozan Dikilitas, Robert R. Freimuth, Vivian S. Gainer, Hakon Hakonarson, George Hripcsak, Iftikhar J. Kullo, Frank Mentch, Shawn N. Murphy, Peggy L. Peissig, Andrea H. Ramirez, Nephi Walton, Wei-Qi Wei, Luke V. Rasmussen

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Delineating COVID-19 immunological features using single-cell RNA sequencing by Wendao Liu, Johnathan Jia, Yulin Dai, Wenhao Chen, Guangsheng Pei, Qiheng Yan, Zhongming Zhao

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The Emerging Role of Long Non-Coding RNAs in Esophageal Cancer: Functions in Tumorigenesis and Clinical Implications by Yali Han, Guo Zhao, Xinhang Shi, Yushan Wang, Xin Wen, Lu Zhang, Xiangqian Guo

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Identification of floR Variants Associated With a Novel Tn4371-Like Integrative and Conjugative Element in Clinical Pseudomonas aeruginosa Isolates by Changrui Qian, Changrui Qian, Changrui Qian, Hongmao Liu, Hongmao Liu, Hongmao Liu, Jiawei Cao, Yongan Ji, Yongan Ji, Wei Lu, Wei Lu, Junwan Lu, Junwan Lu, Aifang Li, Xinyi Zhu, Xinyi Zhu, Xinyi Zhu, Kai Shen, Kai Shen, Haili Xu, Qianqian Chen, Qianqian Chen, Wangxiao Zhou, Wangxiao Zhou, Hongyun Lu, Hailong Lin, Hailong Lin, Hailong Lin, Xueya Zhang, Xueya Zhang, Xueya Zhang, Qiaoling Li, Qiaoling Li, Qiaoling Li, Xi Lin, Xi Lin, Kewei Li, Kewei Li, Teng Xu, Teng Xu, Mei Zhu, Qiyu Bao, Qiyu Bao, Qiyu Bao, Hailin Zhang, Hailin Zhang

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Gene-level metagenomic architectures across diseases yield high-resolution microbiome diagnostic indicators by Braden T. Tierney, Yingxuan Tan, Aleksandar D. Kostic, Chirag J. Patel

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WEAKLY SUPERVISED AND INTERPRETABLE COMPUTATIONAL PATHOLOGY MODEL PREDICTS AMYOTROPHIC LATERAL SCLEROSIS IN CD68 and pTDP-43 IHC-STAINED WHOLE SLIDE IMAGES by Muhammad Shaban, Matthew Nolan, Olaf Ansorge, Faisal Mahmood

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Ferroptosis mediators vary in metabolic syndrome, type-2 diabetes, and hypercholesterolemia: A meta-analysis report by Indra Kundu, Ashlesha Pande, Tannishtha Das, Susan Idicula-Thomas

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A Systematic Review of Computational Drug Discovery, Development, and Repurposing for Ebola Virus Disease Treatment by James Schuler, Matthew L. Hudson, Diane Schwartz, Ram Samudrala

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Gene panel selection for targeted spatial transcriptomics by Yida Zhang, Viktor Petukhov, Evan Biederstedt, Richard Que, Kun Zhang, Peter V. Kharchenko

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Editorial: Big Data and Machine Learning in Cancer Genomics by Lin Chen, Huimin Li, Longxiang Xie, Zhanjie Zuo, Liqing Tian, Changning Liu, Xiangqian Guo

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The International Conference on Intelligent Biology and Medicine 2018: Medical Informatics Thematic Track (MedicalInfo2018) by Yaoyun Zhang, Cui Tao, Yang Gong, Kai Wang, Zhongming Zhao

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Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations by Amelia J. Averitt, Chunhua Weng, Patrick Ryan, Adler Perotte

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Cancer Genome Interpreter annotates the biological and clinical relevance of tumor alterations by David Tamborero, Carlota Rubio-Perez, Jordi Deu-Pons, Michael P. Schroeder, Ana Vivancos, Ana Rovira, Ignasi Tusquets, Joan Albanell, Jordi Rodon, Josep Tabernero, Carmen de Torres, Rodrigo Dienstmann, Abel Gonzalez-Perez, Nuria Lopez-Bigas

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Integrative analysis of multi-omics data to detect the underlying molecular mechanisms for obesity in vivo in humans by Qiang Zhang, Xiang-He Meng, Chuan Qiu, Hui Shen, Qi Zhao, Lan-Juan Zhao, Qing Tian, Chang-Qing Sun, Hong-Wen Deng

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A comprehensive evaluation of polygenic score and genotype imputation performances of human SNP arrays in diverse populations by Dat Thanh Nguyen, Trang T. H. Tran, Mai Hoang Tran, Khai Tran, Duy Pham, Nguyen Thuy Duong, Quan Nguyen, Nam S. Vo

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CEDAR OnDemand: a browser extension to generate ontology-based scientific metadata by Syed Ahmad Chan Bukhari, Marcos Martínez-Romero, Martin J. O’ Connor, Attila L. Egyedi, Debra Willrett, John Graybeal, Mark A. Musen, Kei-Hoi Cheung, Steven H. Kleinstein

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