Accelerating diagnosis of Parkinson’s disease through risk prediction by William Yuan, Brett Beaulieu-Jones, Richard Krolewski, Nathan Palmer, Christine Veyrat-Follet, Francesca Frau, Caroline Cohen, Sylvie Bozzi, Meaghan Cogswell, Dinesh Kumar, Catherine Coulouvrat, Bruno Leroy, Tanya Z. Fischer, S. Pablo Sardi, Karen J. Chandross, Lee L. Rubin, Anne-Marie Wills, Isaac Kohane, Scott L. Lipnick

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Proton Pump Inhibitor Use and Risk of Gastric Cancer: Current Evidence from Epidemiological Studies and Critical Appraisal by Tahmina Nasrin Poly, Ming-Chin Lin, Shabbir Syed-Abdul, Chih-Wei Huang, Hsuan-Chia Yang, Yu-Chuan (Jack) Li

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The contrasting short‐term effects of COVID‐19 on dental care practices in the United States by Zeid Diab, Nawar Shara, Jiling Chou, Alexander Libin, Alexander Kuhn, Cherae Farmer‐Dixon, Andrea Jackson, Bertram Hughes, Brian Laurence

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Impact of COVID-19 vaccination: a global perspective by Priya Singh, Aditya Anand, Shweta Rana, Amit Kumar, Prabudh Goel, Sujeet Kumar, Krushna Chandra Gouda, Harpreet Singh

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Chemopreventive Effects of Concomitant or Individual Use of Statins, Aspirin, Metformin, and Angiotensin Drugs: A Study Using Claims Data of 23 Million Individuals by Ching-Huan Wang, Chih-Wei Huang, Phung Anh Nguyen, Ming-Chin Lin, Chih-Yang Yeh, Md. Mohaimenul Islam, Annisa Ristya Rahmanti, Hsuan-Chia Yang

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Impact of comorbidity on patients with COVID-19 in India: A nationwide analysis by Priya Singh, Yogendra Bhaskar, Pulkit Verma, Shweta Rana, Prabudh Goel, Sujeet Kumar, Krushna Chandra Gouda, Harpreet Singh

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Germline variants of uncertain significance, their frequency, and clinico-pathological features in a cohort of Sri Lankan patients with hereditary breast cancer by Kawmadi Gunawardena, Nirmala D. Sirisena, Gayani Anandagoda, Nilaksha Neththikumara, Vajira H.W. Dissanayake

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Self-organizing maps with variable neighborhoods facilitate learning of chromatin accessibility signal shapes associated with regulatory elements by Tara Eicher, Jany Chan, Han Luu, Raghu Machiraju, Ewy A. Mathé

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Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression by Alvin D. Jeffery, Daniel Fabbri, Ruth M. Reeves, Michael E. Matheny

“…Objective: Assigning outcome labels to large observational data sets in a timely and accurate manner, particularly when outcomes are rare or not directly ascertainable, remains a significant challenge within biomedical informatics. We examined whether noisy labels generated from subject matter experts’ heuristics using heterogenous data types within a data programming paradigm could provide outcomes labels to a large, observational data set. …”
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Three Signs to Help Detect Sjögren’s Syndrome: Incidental Findings on Magnetic Resonance Imaging and Computed Tomography by Yukinori Takagi, Ikuo Katayama, Sato Eida, Miho Sasaki, Toshimasa Shimizu, Shuntaro Sato, Kunio Hashimoto, Hiroki Mori, Mitsunobu Otsuru, Masahiro Umeda, Yoshihiko Kumai, Ryo Toya, Atsushi Kawakami, Misa Sumi

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Detection of Enriched T Cell Epitope Specificity in Full T Cell Receptor Sequence Repertoires by Sofie Gielis, Sofie Gielis, Sofie Gielis, Pieter Moris, Pieter Moris, Wout Bittremieux, Wout Bittremieux, Wout Bittremieux, Nicolas De Neuter, Nicolas De Neuter, Nicolas De Neuter, Benson Ogunjimi, Benson Ogunjimi, Benson Ogunjimi, Benson Ogunjimi, Kris Laukens, Kris Laukens, Kris Laukens, Pieter Meysman, Pieter Meysman, Pieter Meysman

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Distinctive patterns of sulfide- and butyrate-metabolizing bacteria after bariatric surgery: potential implications for colorectal cancer risk by Hisham Hussan, Steven K. Clinton, Elizabeth M. Grainger, Maxine Webb, Cankun Wang, Amy Webb, Bradley Needleman, Sabrena Noria, Jiangjiang Zhu, Fouad Choueiry, Maciej Pietrzak, Michael T. Bailey

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The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria by Nicholas J. Dobbins, Tony Mullen, Özlem Uzuner, Meliha Yetisgen

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Correction to: The Cancer Omics Atlas: an integrative resource for cancer omics annotations by Qingrong Sun, Mengyuan Li, Xiaosheng Wang

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Comment on ‘The expression landscape of cachexia‐inducing factors in human cancers’ by Freire et al. by Longxiang Xie, Xiangqian Guo

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Special issue of BMC medical informatics and decision making on health natural language processing by V. G. Vinod Vydiswaran, Yaoyun Zhang, Yanshan Wang, Hua Xu

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Biologically Active Peptides from Venoms: Applications in Antibiotic Resistance, Cancer, and Beyond by Lucía Ageitos, Marcelo D. T. Torres, Cesar de la Fuente-Nunez

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Author Correction: Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks by Ivan Coronado, Samiksha Pachade, Emanuele Trucco, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar‑Marioni, Amanda Jagolino‑Cole, Mozhdeh Bahrainian, Roomasa Channa, Sunil A. Sheth, Luca Giancardo

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Image-guided genomics of phenotypically heterogeneous populations reveals vascular signalling during symbiotic collective cancer invasion by J. Konen, E. Summerbell, B. Dwivedi, K. Galior, Y. Hou, L. Rusnak, A. Chen, J. Saltz, W. Zhou, L. H. Boise, P. Vertino, L. Cooper, K. Salaita, J. Kowalski, A. I. Marcus

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Autonomous AI systems in the face of liability, regulations and costs by Agustina D. Saenz, Zach Harned, Oishi Banerjee, Michael D. Abràmoff, Pranav Rajpurkar

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