Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction by Waqar A. Sulaiman, Charithea Stylianides, Andria Nikolaou, Andria Nikolaou, Zinonas Antoniou, Ioannis Constantinou, Lakis Palazis, Anna Vavlitou, Theodoros Kyprianou, Theodoros Kyprianou, Efthyvoulos Kyriacou, Antonis Kakas, Antonis Kakas, Marios S. Pattichis, Andreas S. Panayides, Constantinos S. Pattichis, Constantinos S. Pattichis

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Adherence to a digital therapeutic mediates the relationship between momentary self-regulation and health risk behaviors by Enzo G. Plaitano, Enzo G. Plaitano, Daniel McNeish, Sophia M. Bartels, Sophia M. Bartels, Kathleen Bell, Jesse Dallery, Michael Grabinski, Michaela Kiernan, Hannah A. Lavoie, Hannah A. Lavoie, Shea M. Lemley, Michael R. Lowe, David P. MacKinnon, Stephen A. Metcalf, Stephen A. Metcalf, Lisa Onken, Judith J. Prochaska, Cady Lauren Sand, Cady Lauren Sand, Emily A. Scherer, Luke E. Stoeckel, Haiyi Xie, Lisa A. Marsch

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Harmonizing population health data into OMOP common data model: a demonstration using COVID-19 sero-surveillance data from Nairobi Urban Health and Demographic Surveillance System by Michael Ochola, Sylvia Kiwuwa-Muyingo, Tathagata Bhattacharjee, David Amadi, Maureen Ng’etich, Damazo Kadengye, Henry Owoko, Boniface Igumba, Jay Greenfield, Jim Todd, Agnes Kiragga, Agnes Kiragga

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A review of human factors and infusion pumps: lessons for procurement by Laura Herrero, Marina Cano, Raj Ratwani, Laura Sánchez, Blanca Sánchez, Ramón Sancibrián, Galo Peralta

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Unlocking the potential of serious games for rehabilitation in low and middle-income countries: addressing potential and current limitations by Diriba Dereje, Diriba Dereje, Dheeraj Lamba, Teklu Gemechu Abessa, Teklu Gemechu Abessa, Chala Kenea, Chala Kenea, Cintia Ramari, Cintia Ramari, Muhammad Osama, Muhammad Osama, Oyéné Kossi, Oyéné Kossi, Paul Muteb Boma, Paul Muteb Boma, Jules Panda, Jules Panda, Jules Panda, Anna Kushnir, Anna Kushnir, Joanna Mourad, Joanna Mourad, Jean Mapinduzi, Jean Mapinduzi, Maryam Fourtassi, Kim Daniels, Kim Daniels, Judith Deutsch, Bruno Bonnechère, Bruno Bonnechère, Bruno Bonnechère

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Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review by Claire R. van Genugten, Claire R. van Genugten, Melissa S. Y. Thong, Melissa S. Y. Thong, Melissa S. Y. Thong, Wouter van Ballegooijen, Wouter van Ballegooijen, Wouter van Ballegooijen, Annet M. Kleiboer, Annet M. Kleiboer, Donna Spruijt-Metz, Arnout C. Smit, Mirjam A. G. Sprangers, Mirjam A. G. Sprangers, Yannik Terhorst, Yannik Terhorst, Heleen Riper, Heleen Riper, Heleen Riper

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Real-time estimation of the epidemic reproduction number: Scoping review of the applications and challenges. by Rebecca K Nash, Pierre Nouvellet, Anne Cori

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Prospective observational study to evaluate the feasibility of the mobile app for mild cognitive impairment detection and screening by Reo Hamaguchi, Seiji Hongo, Naoto Doi, Hisamitsu Ide, Ryozo Saito, Junji Kishimoto, Nobuhiro Handa, Shigeo Horie

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Quality of life disparities among Mexican people with systemic lupus erythematosus. by Ana Laura Hernández-Ledesma, Domingo Martínez, Elizabeth Fajardo-Brigido, Talía V Román-López, Karen J Nuñez-Reza, Andrea Y Tapia-Atilano, Sandra V Vera Del Valle, Donají Domínguez-Zúñiga, Lizbet Tinajero-Nieto, Angélica Peña-Ayala, Estefania Torres-Valdez, Gabriel Frontana-Vázquez, María Gutiérrez-Arcelus, Florencia Rosetti, Sarael Alcauter, Miguel E Rentería, Alejandra E Ruiz-Contreras, Deshiré Alpízar-Rodríguez, Alejandra Medina-Rivera

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Stakeholders' perceptions of personal health data sharing: A scoping review. by Prima Alam, Ana Bolio, Leesa Lin, Heidi J Larson

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Uncertainty-aware deep learning in healthcare: A scoping review. by Tyler J Loftus, Benjamin Shickel, Matthew M Ruppert, Jeremy A Balch, Tezcan Ozrazgat-Baslanti, Patrick J Tighe, Philip A Efron, William R Hogan, Parisa Rashidi, Gilbert R Upchurch, Azra Bihorac

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The data scientist as a mainstay of the tumor board: global implications and opportunities for the global south by Myles Joshua Toledo Tan, Myles Joshua Toledo Tan, Myles Joshua Toledo Tan, Myles Joshua Toledo Tan, Myles Joshua Toledo Tan, Myles Joshua Toledo Tan, Myles Joshua Toledo Tan, Daniel Andrew Lichlyter, Nicholle Mae Amor Tan Maravilla, Weston John Schrock, Weston John Schrock, Frederic Ivan Leong Ting, Frederic Ivan Leong Ting, Frederic Ivan Leong Ting, Joanna Marie Choa-Go, Joanna Marie Choa-Go, Joanna Marie Choa-Go, Kishi Kobe Francisco, Mickael Cavanaugh Byers, Hezerul Abdul Karim, Nouar AlDahoul

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Supporting self-management for patients with Interstitial Lung Diseases: Utility and acceptability of digital devices. by Malik A Althobiani, Rebecca Shuttleworth, John Conway, Jonathan Dainton, Anna Duckworth, Ana Jorge Da Ponte, Jessica Mandizha, Joseph W Lanario, Michael A Gibbons, Sarah Lines, Chris J Scotton, John R Hurst, Joanna C Porter, Anne-Marie Russell

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Top health service concerns: a data mining study of the Shanghai health hotline by Lili Shi, Tong Zhao, Shimiao Shi, Tianyu Tan, Aksara Regmi, Yuyang Cai

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ChestX-Transcribe: a multimodal transformer for automated radiology report generation from chest x-rays by Prateek Singh, Sudhakar Singh

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The plight of Ukrainian refugees staying in Sweden under EU:s mass refugee directive: a brief trauma-focused, participatory, online intervention as a pilot feasibility study by Solvig Ekblad, Oksana Gramatik, Yuliia Suprun

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Beyond the screen: Exploring the dynamics of social media influencers, digital food marketing, and gendered influences on adolescent diets. by Ashley Amson, Mariangela Bagnato, Lauren Remedios, Meghan Pritchard, Soulene Sabir, Grace Gillis, Elise Pauzé, Christine White, Lana Vanderlee, David Hammond, Monique Potvin Kent

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Developing a youth-friendly internet-enabled HIV risk calculator: A collaborative approach with young key populations, living in Soweto, South Africa. by Mamakiri Mulaudzi, Gugulethu Tshabalala, Stefanie Hornschuh, Kofi Ebenezer Okyere-Dede, Minjue Wu, Oluwatobi Ifeloluwa Ariyo, Janan J Dietrich

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Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations by David C. Mohr, David C. Mohr, Alexandra L. Silverman, Alexandra L. Silverman, Soo Jeong Youn, Soo Jeong Youn, Soo Jeong Youn, Patricia Areán, Andrew Bertagnolli, Jenna Carl, Tarolyn Carlton, Neha Chaudhary, David Cooper, Shelly DeVito, Stephanie Eaneff, Megan Flom, Valerie L. Forman-Hoffman, Leanna Fortunato, Karen Franchino, Andrea K. Graham, Heidi Greenberger, Jessica Hauflaire, Benjamin Kaveladze, Rachel Kornfield, Kaylee P. Kruzan, Eric Kuhn, Eric Kuhn, Carolyn MacIver, Frederick Muench, Regina Misch, Adrian Ortega, Lisa Palko, Derek Richards, Derek Richards, Louisa Salhi, Jonathan Schremp, Eva Szigethy, Eva Szigethy, Nathan Tatro, Bethany A. Teachman, Bethany A. Teachman, Trina Histon

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Explore barriers to using the internet for health information access in African countries: A systematic review. by Alex Ayenew Chereka, Adamu Ambachew Shibabaw, Fikadu Wake Butta, Mathias Nega Tadesse, Mekashaw Tareke Abebe, Fekadu Ayelgn Atanie, Gemeda Wakgari Kitil

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