Table of contents

Original research

• Development and validation pathways of artificial intelligence tools evaluated in randomised clinical trials (27 December, 2021)

  George C M Siontis, Romy Sweda, Peter A Noseworthy, Paul A Friedman, Konstantinos C Siontis, Chirag J Patel
• Driving digital health transformation in hospitals: a formative qualitative evaluation of the English Global Digital Exemplar programme (17 December, 2021)

  Marta Krasuska, Robin Williams, Aziz Sheikh, Bryony Franklin, Susan Hinder, Hung TheNguyen, Wendy Lane, Hajar Mozaffar, Kathy Mason, Sally Eason, Henry Potts, Kathrin Cresswell
• Association between the chronology of gestation and the morphometrical skin characteristics at childbirth: a development of predictive model (7 December, 2021)

  Ingrid Michelle Fonseca de Souza, Gabriela Luiza Nogueira Vitral, Marcelo Vidigal Caliari, Zilma Silveira Nogueira Reis
• Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients (7 December, 2021)

  Tezcan Ozrazgat-Baslanti, Tyler J Loftus, Yuanfang Ren, Esra Adiyeke, Shunshun Miao, Haleh Hashemighouchani, Rubab Islam, Rajesh Mohandas, Saraswathi Gopal, Elizabeth A Shenkman, Panos Pardalos, Babette Brumback, Mark S Segal, Azra Bihorac
• Information processing by community health nurses using mobile health (mHealth) tools for early identification of suicide and depression risks in Fiji Islands (15 November, 2021)

  Vimla Lodhia Patel, Mariel Halpern, Vijayalakshmi Nagaraj, Odille Chang, Sriram Iyengar, William May
• Natural language word embeddings as a glimpse into healthcare language and associated mortality surrounding end of life (28 October, 2021)

  Ivan Shun Lau, Zeljko Kraljevic, Mohammad Al-Agil, Shelley Charing, Alan Quarterman, Harold Parkes, Victoria Metaxa, Katherine Sleeman, Wei Gao, Richard J B Dobson, James T Teo, Phil Hopkins
• Reliability of COVID-19 symptom checkers as national triage tools: an international case comparison study (18 October, 2021)

  Fatma Mansab, Sohail Bhatti, Daniel Goyal
• Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America (12 October, 2021)

  Haoran Xu, Louis Agha-Mir-Salim, Zachary O’Brien, Dora C Huang, Peiyao Li, Josep Gómez, Xiaoli Liu, Tongbo Liu, Wesley Yeung, Patrick Thoral, Paul Elbers, Zhengbo Zhang, María Bodí Saera, Leo Anthony Celi
• Machine learning for outcome predictions of patients with trauma during emergency department care (8 October, 2021)

  Joshua David Cardosi, Herman Shen, Jonathan I Groner, Megan Armstrong, Henry Xiang
• Identifying undercompensated groups defined by multiple attributes in risk adjustment (17 September, 2021)

  Anna Zink, Sherri Rose
• Validation of parsimonious prognostic models for patients infected with COVID-19 (3 September, 2021)

  Keerthi Harish, Ben Zhang, Peter Stella, Kevin Hauck, Marwa M Moussa, Nicole M Adler, Leora I Horwitz, Yindalon Aphinyanaphongs
• Developing a pulse oximetry home monitoring protocol for patients suspected with COVID-19 after emergency department discharge (23 July, 2021)

  David B Gootenberg, Nicholas Kurtzman, Thomas O’Mara, Jennifer Y Ge, David Chiu, Nathan I Shapiro, Oren J Mechanic, Alon Dagan
• Telemammography for breast cancer screening: a cost-effective approach in Argentina (19 July, 2021)

  Victoria Alba Malek Pascha, Li Sun, Ramiro Gilardino, Rosa Legood
• What do users think of the UK’s three COVID-19 contact-tracing apps? A comparative analysis (19 July, 2021)

  Vahid Garousi, David Cutting
• Development of a core competency framework for clinical informatics (15 July, 2021)

  Alan Davies, Julia Mueller, Alan Hassey, Georgina Moulton
• Maturity assessment of Kenya’s health information system interoperability readiness (1 July, 2021)

  Job Nyangena, Rohini Rajgopal, Elizabeth Adhiambo Ombech, Enock Oloo, Humphrey Luchetu, Sam Wambugu, Onesmus Kamau, Charles Nzioka, Samson Gwer, Moses Ndiritu Ndirangu
• Categorising patient concerns using natural language processing techniques (30 June, 2021)

  Paul Fairie, Zilong Zhang, Adam G D'Souza, Tara Walsh, Hude Quan, Maria J Santana
• Effect of a phone reminder system on patient-centered tuberculosis treatment adherence among adults in Northwest Ethiopia: a randomised controlled trial (25 June, 2021)

  Kassahun Dessie Gashu, Kassahun Alemu Gelaye, Richard Lester, Binyam Tilahun
• Designing COVID-19 mortality predictions to advance clinical outcomes: Evidence from the Department of Veterans Affairs (9 June, 2021)

  Christos A Makridis, Tim Strebel, Vincent Marconi, Gil Alterovitz
• Smartphone-based remote monitoring of vision in macular disease enables early detection of worsening pathology and need for intravitreal therapy (25 May, 2021)

  Meriam Islam, Stafford Sansome, Radha Das, Marko Lukic, Kelvin Yi Chong Teo, Gavin Tan, Konstantinos Balaskas, Peter B M Thomas, Lucas M Bachmann, Andrew M Schimel, Dawn A Sim
• Impact of an anticipatory care planning intervention on unscheduled acute hospital care using difference-in-difference analysis (25 May, 2021)

  Attakrit Leckcivilize, Paul McNamee, Christopher Cooper, Robby Steel
• Utility of routinely collected electronic health records data to support effectiveness evaluations in inflammatory bowel disease: a pilot study of tofacitinib (19 May, 2021)

  Vivek Ashok Rudrapatna, Benjamin Scott Glicksberg, Atul Janardhan Butte
• Development of a data utility framework to support effective health data curation (12 May, 2021)

  Ben Gordon, Jake Barrett, Clara Fennessy, Caroline Cake, Adam Milward, Courtney Irwin, Monica Jones, Neil Sebire
• Linking prediction models to government ordinances to support hospital operations during the COVID-19 pandemic (10 May, 2021)

  Prem Rajendra Warde, Samira S Patel, Tanira D Ferreira, Hayley B Gershengorn, Monisha C Bhatia, Dipen J Parekh, Kymberlee J Manni, Bhavarth S Shukla
• User testing of a diagnostic decision support system with machine-assisted chart review to facilitate clinical genomic diagnosis (7 May, 2021)

  Alanna Kulchak Rahm, Nephi A Walton, Lynn K Feldman, Conner Jenkins, Troy Jenkins, Thomas N Person, Joeseph Peterson, Jonathon C Reynolds, Peter N Robinson, Makenzie A Woltz, Marc S Williams, Michael M Segal
• Development and validation of a machine learning model to predict mortality risk in patients with COVID-19 (7 May, 2021)

  Anna Stachel, Kwesi Daniel, Dan Ding, Fritz Francois, Michael Phillips, Jennifer Lighter
• How machine learning is embedded to support clinician decision making: an analysis of FDA-approved medical devices (14 April, 2021)

  David Lyell, Enrico Coiera, Jessica Chen, Parina Shah, Farah Magrabi
• Comparison of identifiable and non-identifiable data linkage: health technology assessment of MitraClip using registry, administrative and mortality datasets (5 April, 2021)

  Kim Keltie, Paola Cognigni, Sam Gross, Samuel Urwin, Julie Burn, Helen Cole, Lee Berry, Hannah Patrick, Andrew Sims
• Women’s attitudes to the use of AI image readers: a case study from a national breast screening programme (1 April, 2021)

  Niamh Lennox-Chhugani, Yan Chen, Veronica Pearson, Bernadette Trzcinski, Jonathan James
• Applying natural language processing and machine learning techniques to patient experience feedback: a systematic review (2 March, 2021)

  Mustafa Khanbhai, Patrick Anyadi, Joshua Symons, Kelsey Flott, Ara Darzi, Erik Mayer
• Performance of national COVID-19 ‘symptom checkers’: a comparative case simulation study (8 March, 2021)

  Fatma Mansab, Sohail Bhatti, Daniel Goyal
• Mothers intention and preference to use mobile phone text message reminders for child vaccination in Northwest Ethiopia (19 February, 2021)

  Zeleke Abebaw Mekonnen, Kassahun Alemu Gelaye, Martin C. Were, Binyam Tilahun
• Assessment of automated clinical trial recruitment and enrolment using patient-facing technology (27 January, 2021)

  Naomi S Bardach, Regina Lam, Carolyn B Jasik
• Accuracy of periocular lesion assessment using telemedicine (22 January, 2021)

  Swan Kang, Mohammad Dehabadi, Dawn A Sim, Peter B M Thomas, Doris Appiah Ewusi, Daniel Ezra
• Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding (17 January, 2021)

  Riccardo Levi, Francesco Carli, Aldo Robles Arévalo, Yuksel Altinel, Daniel J Stein, Matteo Maria Naldini, Federica Grassi, Andrea Zanoni, Stan Finkelstein, Susana M Vieira, João Sousa, Riccardo Barbieri, Leo Anthony Celi