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Table of Contents

November 2024

Cover
Issue Image

This shows the output of Zewude et al’s model to explain the association between Internet Addiction, Emotional Intelligence and Mental Health.

Image Credit: Zewude et al

Research Articles

A digital dashboard for reporting mental, neurological and substance use disorders in Nairobi, Kenya: Implementing an open source data technology for improving data capture

Daniel M. Mwanga, Stella Waruingi, Gergana Manolova, Frederick M. Wekesah, Damazo T. Kadengye, Peter O. Otieno, Mary Bitta, Ibrahim Omwom, Samuel Iddi, Paul Odero, Joan W. Kinuthia, Tarun Dua, Neerja Chowdhary, Frank O. Ouma, Isaac C. Kipchirchir, George O. Muhua, Josemir W. Sander, Charles R. Newton, Gershim Asiki, on behalf of the EPInA Study Team

PLOS Digital Health: published November 1, 2024 | https://doi.org/10.1371/journal.pdig.0000646

A qualitative exploration of participants’ perspectives and experiences of novel digital health infrastructure to enhance patient care in remote communities within the Home Health Project

Madeleine Kearney, Leona Ryan, Rory Coyne, Hemendra Worlikar, Ian McCabe, Jennifer Doran, Peter J. Carr, Jack Pinder, Seán Coleman, Cornelia Connolly, Jane C. Walsh, Derek O’Keeffe

PLOS Digital Health: published November 1, 2024 | https://doi.org/10.1371/journal.pdig.0000600

Real-world patterns in remote longitudinal study participation: A study of the Swiss Multiple Sclerosis Registry

Paola Daniore, Chuqiao Yan, Mina Stanikic, Stefania Iaquinto, Sabin Ammann, Christian P. Kamm, Chiara Zecca, Pasquale Calabrese, Nina Steinemann, Viktor von Wyl

PLOS Digital Health: published November 6, 2024 | https://doi.org/10.1371/journal.pdig.0000645

Combining OpenStreetMap mapping and route optimization algorithms to inform the delivery of community health interventions at the last mile

Mauricianot Randriamihaja, Felana Angella Ihantamalala, Feno H. Rafenoarimalala, Karen E. Finnegan, Luc Rakotonirina, Benedicte Razafinjato, Matthew H. Bonds, Michelle V. Evans, Andres Garchitorena

PLOS Digital Health: published November 7, 2024 | https://doi.org/10.1371/journal.pdig.0000621

Early identification of children with Attention-Deficit/Hyperactivity Disorder (ADHD)

Yang S. Liu, Fernanda Talarico, Dan Metes, Yipeng Song, Mengzhe Wang, Lawrence Kiyang, Dori Wearmouth, Shelly Vik, Yifeng Wei, Yanbo Zhang, Jake Hayward, Ghalib Ahmed, Ashley Gaskin, Russell Greiner, Andrew Greenshaw, Alex Alexander, Magdalena Janus, Bo Cao

PLOS Digital Health: published November 7, 2024 | https://doi.org/10.1371/journal.pdig.0000620

Diagnostic accuracy of a smartphone-based device (VistaView) for detection of diabetic retinopathy: A prospective study

Rida Shahzad, Arshad Mehmood, Danish Shabbir, M. A. Rehman Siddiqui

PLOS Digital Health: published November 8, 2024 | https://doi.org/10.1371/journal.pdig.0000649

New colleague or gimmick hurdle? A user-centric scoping review of the barriers and facilitators of robots in hospitals

Mathias Kofoed Rasmussen, Anna Schneider-Kamp, Tobias Hyrup, Alessandro Godono

PLOS Digital Health: published November 11, 2024 | https://doi.org/10.1371/journal.pdig.0000660

How can digital citizen science approaches improve ethical smartphone use surveillance among youth: Traditional surveys versus ecological momentary assessments

Sarah Al-akshar, Sheriff Tolulope Ibrahim, Tarun Reddy Katapally

PLOS Digital Health: published November 11, 2024 | https://doi.org/10.1371/journal.pdig.0000448

Leveraging explainable artificial intelligence for early prediction of bloodstream infections using historical electronic health records

Rajeev Bopche, Lise Tuset Gustad, Jan Egil Afset, Birgitta Ehrnström, Jan Kristian Damås, Øystein Nytrø

PLOS Digital Health: published November 14, 2024 | https://doi.org/10.1371/journal.pdig.0000506

Meeting people where they are: Crowdsourcing goal-specific personalized wellness practices

Johanna E. Hidalgo, Julia Kim, Jordan Llorin, Kathryn Stanton, Josh Cherian, Laura Bloomfield, Mikaela Fudolig, Matthew Price, Jennifer Ha, Natalie Noble, Christopher M. Danforth, Peter Sheridan Dodds, Jason Fanning, Ryan S. McGinnis, Ellen W. McGinnis

PLOS Digital Health: published November 19, 2024 | https://doi.org/10.1371/journal.pdig.0000650

Synthetic data and ELSI-focused computational checklists—A survey of biomedical professionals’ views

Jennifer K. Wagner, Laura Y. Cabrera, Sara Gerke, Daniel Susser

PLOS Digital Health: published November 20, 2024 | https://doi.org/10.1371/journal.pdig.0000666

Stakeholders’ perceptions of personal health data sharing: A scoping review

Prima Alam, Ana Bolio, Leesa Lin, Heidi J. Larson

PLOS Digital Health: published November 20, 2024 | https://doi.org/10.1371/journal.pdig.0000652

Using facial reaction analysis and machine learning to objectively assess the taste of medicines in children

Rabia Aziza, Elisa Alessandrini, Clare Matthews, Sejal R Ranmal, Ziyu Zhou, Elin Haf Davies, Catherine Tuleu

PLOS Digital Health: published November 20, 2024 | https://doi.org/10.1371/journal.pdig.0000340

Investigating the mediating role of emotional intelligence in the relationship between internet addiction and mental health among university students

Girum Tareke Zewude, Derib Gosim, Seid Dawed, Tilaye Nega, Getachew Wassie Tessema, Amogne Asfaw Eshetu

PLOS Digital Health: published November 20, 2024 | https://doi.org/10.1371/journal.pdig.0000639

Facilitators and barriers to uptake of digital adherence technologies in improving TB care in Ethiopia: A qualitative study

Zewdneh Shewamene, Mahilet Belachew, Amanuel Shiferaw, Liza De Groot, Mamush Sahlie, Demekech Gadissa, Tofik Abdurhman, Ahmed Bedru, Taye Leta, Tanyaradzwa Dube, Natasha Deyanova, Degu Jerene, Katherine Fielding, Amare W. Tadesse

PLOS Digital Health: published November 21, 2024 | https://doi.org/10.1371/journal.pdig.0000667

A feature-based qualitative assessment of smoking cessation mobile applications

Lydia Tesfaye, Michael Wakeman, Gunnar Baskin, Greg Gruse, Tim Gregory, Erin Leahy, Brandon Kendrick, Sherine El-Toukhy

PLOS Digital Health: published November 21, 2024 | https://doi.org/10.1371/journal.pdig.0000658

A recurrent neural network and parallel hidden Markov model algorithm to segment and detect heart murmurs in phonocardiograms

Andrew McDonald, Mark J. F. Gales, Anurag Agarwal

PLOS Digital Health: published November 25, 2024 | https://doi.org/10.1371/journal.pdig.0000436

On-site electronic consent in pediatrics using generic Informed Consent Service (gICS): Creating a specialized setup and collecting consent data

Katharina Danhauser, Larissa Dorothea Lina Mantoan, Jule Marie Dittmer, Simon Leutner, Stephan Endres, Karla Strniscak, Jenny Pfropfreis, Martin Bialke, Dana Stahl, Bernadette Anna Frey, Selina Sophie Gläser, Laura Aurica Ritter, Felix Linhardt, Bärbel Maag, Georgia Donata Emily Miebach, Mirjam Schäfer, Christoph Klein, Ludwig Christian Hinske

PLOS Digital Health: published November 25, 2024 | https://doi.org/10.1371/journal.pdig.0000661

Deep learning-based screening for locomotive syndrome using single-camera walking video: Development and validation study

Junichi Kushioka, Satoru Tada, Noriko Takemura, Taku Fujimoto, Hajime Nagahara, Masahiko Onoe, Keiko Yamada, Rodrigo Navarro-Ramirez, Takenori Oda, Hideki Mochizuki, Ken Nakata, Seiji Okada, Yu Moriguchi

PLOS Digital Health: published November 26, 2024 | https://doi.org/10.1371/journal.pdig.0000668

Opportunities to design better computer vison-assisted food diaries to support individuals and experts in dietary assessment: An observation and interview study with nutrition experts

Chia-Fang Chung, Pei-Ni Chiang, Connie Ann Tan, Chien-Chun Wu, Haley Schmidt, Aric Kotarski, David Guise

PLOS Digital Health: published November 27, 2024 | https://doi.org/10.1371/journal.pdig.0000665

Reviews

Bias in medical AI: Implications for clinical decision-making

James L. Cross, Michael A. Choma, John A. Onofrey

PLOS Digital Health: published November 7, 2024 | https://doi.org/10.1371/journal.pdig.0000651

A transparent and standardized performance measurement platform is needed for on-prescription digital health apps to enable ongoing performance monitoring

Cindy Welzel, Stefanie Brückner, Celia Brightwell, Matthew Fenech, Stephen Gilbert

PLOS Digital Health: published November 15, 2024 | https://doi.org/10.1371/journal.pdig.0000656

Large language models in medicine: A review of current clinical trials across healthcare applications

Mahmud Omar, Girish N. Nadkarni, Eyal Klang, Benjamin S. Glicksberg

PLOS Digital Health: published November 19, 2024 | https://doi.org/10.1371/journal.pdig.0000662