Does syndromic surveillance assist public health practice in early detecting respiratory epidemics? Evidence from a wide Italian retrospective experience by Giovanni Corrao, Andrea Stella Bonaugurio, Giorgio Bagarella, Mauro Maistrello, Olivia Leoni, Danilo Cereda, Andrea Gori

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iDICss robustly predicts melanoma immunotherapy response by synergizing genomic and transcriptomic knowledge via independent component analysis by Jiayue Qiu, Nana Jin, Lixin Cheng, Chen Huang

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Discrepancies in reported results between trial registries and journal articles for AI clinical researchResearch in context by Zixuan He, Lan Yang, Xiaofan Li, Jian Du

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Organ preservation, for rectal cancer: general overview of the latest data from phase III randomized trials by Syrine Ben Dhia, Damien Chauviere, Diana Mitrea, Renaud Schiappa, Tanguy Pace Loscos, Emmanuel Chamorey, David Baron

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Predictors and Significance of Readmission after Esophagogastric Surgery: A Nationwide Analysis by Richard PT Evans, MBBS, FRCS, Sivesh K Kamarajah, MBChB, MRCS, Felicity Evison, MSc, Xiaoxu Zou, PhD, Ben Coupland, MSci, Ewen A Griffiths, MD, FRCS

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ICU Admission, Invasive Mechanical Ventilation, and Mortality among Children and Adolescents Hospitalized for COVID-19 in a Private Healthcare System by Maria da Gloria Cruvinel Horta, Geraldo Jose Coelho Ribeiro, Nelson Otavio Beltrao Campos, Douglas Ribeiro de Oliveira, Lelia Maria de Almeida Carvalho, Karina de Castro Zocrato, Daniel Pitchon dos Reis, Mariana Ribeiro Fernandes, Ricardo Mesquita Camelo, Fernando Martin Biscione, Silvana Marcia Bruschi Kelles

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Obstructive Sleep Apnea Patients Having Surgery Are Less Associated with Glaucoma by Hsin-Yi Chen, Yue-Cune Chang, Che-Chen Lin, Fung-Chang Sung, Wen-Chi Chen

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Spatial and temporal changes of breast-conserving surgery rates and its influential factors among Chinese patients with breast cancer from 2013 to 2019: a registry-based study by Pengpeng Ye, Yuan Yang, Wei Hu, Lingyan Dai, Erwei Song, Shunrong Li, Liling Zhu, Kai Chen, Yanjie Xu, Xiaoyu Wang, Jianli Zhao, Jianrong He, Queran Lin, Tongrui Shang, Xiujuan Gui, Ziliang Zhong, Qianru Chen, Qing Yan, Xiaoliang Huang, Zijian Liang

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Unraveling multimodality of digital health records by comparing mortality trajectories of diagnoses of diseases from over 12 million patients. by Hyojung Paik

“…Understanding the multimodality of digital health data, including the scope of death records, is essential for adequate data acquisition to build a research framework for the health sciences. …”
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An institutional framework to support ethical fair and equitable artificial intelligence augmented care by Steven Dykstra, Matthew MacDonald, Rhys Beaudry, Dina Labib, Melanie King, Yuanchao Feng, Jacqueline Flewitt, Jeff Bakal, Bing Lee, Stafford Dean, Marina Gavrilova, Paul W. M. Fedak, James A. White

“…Abstract Coordinated access to multi-domain health data can facilitate the development and implementation of artificial intelligence-augmented clinical decision support (AI-CDS). …”
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Emerging trends in cervical cancer incidence among younger Taiwanese generations: an urban–rural comparison by Ya-Xuan Wu, Yi-Chu Chen, Jing-Rong Jhuang, Chun-Ju Chiang, Wen-Chung Lee

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Identifying time patterns in Huntington’s disease trajectories using dynamic time warping-based clustering on multi-modal data by Alexia Giannoula, Audrey E. De Paepe, Ferran Sanz, Laura I. Furlong, Estela Camara

“…A Dynamic Time Warping-based unsupervised-clustering methodology is presented in this paper for the clustering of patient trajectories of multi-modal health data on the basis of shared temporal characteristics. …”
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Unmasking health determinants and health outcomes for urban First Nations using respondent-driven sampling by J Smylie, M Firestone, S Maracle, M Spiller, P O'Campo

“…Objective Population-based health information on urban Aboriginal populations in Canada is limited due to challenges with the identification of Aboriginal persons in existing health data sets. The main objective of the Our Health Counts (OHC) project was to work in partnership with Aboriginal stakeholders to generate a culturally relevant, representative baseline health data set for three urban Aboriginal communities in Ontario, Canada.Design Respondent-driven sampling (RDS).Setting Hamilton, Ontario, Canada.Participants The OHC study, in partnership with the De dwa da dehs ney >s Aboriginal Health Access Centre (DAHC), recruited 554 First Nations adults living in Hamilton using RDS.Results Among First Nations adults living in Hamilton, 78% earned less than $20 000 per year and 70% lived in the lowest income quartile neighbourhoods. …”
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Hypertension among Mississippi Workers by Sociodemographic Characteristics and Occupation, Behavioral Risk Factor Surveillance System by Vincent L. Mendy, Rodolfo Vargas, Oluwabunmi Ogungbe, Lei Zhang

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Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data by Johnny Downs, Robert Stewart, Alice Wickersham, Sumithra Velupillai, Lucile Ter-Minassian, Natalia Viani, Lauren Cross

“…Sociodemographic biases were effectively reduced by a fair pre-processing algorithm without loss of accuracy.Conclusions ML approaches using linked routinely collected education and health data offer accurate, low-cost and scalable prediction models of ADHD. …”
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Are women leaders significantly better at controlling the contagion during the COVID-19 pandemic? by Maxwell SALVATORE, Bhramar MUKHERJEE

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Reply to “Vaccination caused underestimation of cumulative incidence of SARS-CoV-2 infection” by Jefferson M. Jones, Melissa M. Coughlin, Eduard Grebe, Michael P. Busch, Kristie E. N. Clarke

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Risk of Stroke Associated with Temperature and PM2.5: Taiwan Stroke Registry-based Study by Fung-Chang Sung, Hei-Tung Yip, Cheng-Li Lin, Jiann-Shing Jeng, Jiunn-Tay Lee, Yu Sun, Cheng-Yu Wei, Po-Yen Yeh, Kuang-Hsi Chang, Shang-Yu Chien, Kai-Cheng Hsu, TSR team

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Use of Electronic Data and Existing Screening Tools to Identify Clinically Significant Obstructive Sleep Apnea by Carl A Severson, Sachin R Pendharkar, Paul E Ronksley, Willis H Tsai

“…OBJECTIVES: To assess the ability of electronic health data and existing screening tools to identify clinically significant obstructive sleep apnea (OSA), as defined by symptomatic or severe OSA.…”
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Characterizing pediatric discharge diagnoses associated with daily extreme heat exposure in the Midwestern US: A retrospective case-crossover study by Sarah Oerther, Zachary Phillips, Zidong Zhang, Joanne Salas, Sarah Farabi, Tamara Otey

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