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John Torous

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2020 – today

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2024
[j23]
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Bryn C. Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Carter Bradshaw, Shania Prytherch, Isabel Berman, John Torous, William E. Copeland, Nick Cheney, Ryan S. McGinnis, Ellen W. McGinnis:
The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. IEEE J. Biomed. Health Informatics 28(4): 2304-2313 (2024)
[c5]
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Hwayeon Danielle Shin, Juveria Zaheer, John Torous, Gillian Strudwick:
Lessons Learned Recruiting Emergency Department Clinicians for an ICT Implementation Science Study. Nursing Informatics 2024: 735-736
[i1]
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  - journals/corr/abs-2408-11288
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Yining Hua, Hongbin Na, Zehan Li, Fenglin Liu, Xiao Fang, David A. Clifton, John Torous:
Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks. CoRR abs/2408.11288 (2024)
2023
[j22]
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Erica Camacho, Sarah M. Chang, Danielle Currey, John Torous:
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes. Health Informatics J. 29(4) (2023)
[j21]
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Noy Alon, John Torous:
Current challenges for evaluating mobile health applications. J. Am. Medical Informatics Assoc. 30(3): 617-624 (2023)
[j20]
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Simon B. Goldberg, Shufang Sun, Per Carlbring, John Torous:
Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology. npj Digit. Medicine 6 (2023)
[j19]
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Carsten Langholm, Scott Breitinger, Lucy Gray, Fernando S. Goes, Alex Walker, Ashley Xiong, Cindy Stopel, Peter P. Zandi, Mark A. Frye, John Torous:
Classifying and clustering mood disorder patients using smartphone data from a feasibility study. npj Digit. Medicine 6 (2023)
2022
[j18]
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John Torous, Ariel Dora Stern, Florence T. Bourgeois:
Regulatory considerations to keep pace with innovation in digital health products. npj Digit. Medicine 5 (2022)
2021
[j17]
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  - journals/fdgth/MunozCT21
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Alma Oñate Muñoz, Erica Camacho, John Torous:
Marketplace and Literature Review of Spanish Language Mental Health Apps. Frontiers Digit. Health 3: 615366 (2021)
[j16]
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  - journals/fdgth/OnyeakaFEMNBT21
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Henry Onyeaka, Joe Firth, Valentine Enemuo, Chioma Muoghalu, John A. Naslund, Philip Baiden, John Torous:
Exploring the Association Between Electronic Wearable Device Use and Levels of Physical Activity Among Individuals With Depression and Anxiety: A Population Level Study. Frontiers Digit. Health 3: 707900 (2021)
[j15]
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John Torous, Sarah Lagan:
To the editor: New approaches toward actionable mobile health evaluation. J. Am. Medical Informatics Assoc. 28(10): 2306-2307 (2021)
2020
[j14]
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  - journals/fi/RamakrishnanRLT20
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Abinaya Megan Ramakrishnan, Aparna Nicole Ramakrishnan, Sarah Lagan, John Torous:
From Symptom Tracking to Contact Tracing: A Framework to Explore and Assess COVID-19 Apps. Future Internet 12(9): 153 (2020)
[j13]
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  - journals/jamia/BarnettTRBO20
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Ian Barnett, John Torous, Harrison T. Reeder, Justin Baker, Jukka-Pekka Onnela:
Determining sample size and length of follow-up for smartphone-based digital phenotyping studies. J. Am. Medical Informatics Assoc. 27(12): 1844-1849 (2020)
[j12]
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Aislinn D. Bergin, Elvira Perez Vallejos, E. Bethan Davies, David Daley, Tamsin Ford, Gordon Harold, Sarah Hetrick, Megan Kidner, Yunfei Long, Sally Merry, Richard Morriss, Kapil Sayal, Edmund Sonuga-Barke, Jo Robinson, John Torous, Chris Hollis:
Preventive digital mental health interventions for children and young people: a review of the design and reporting of research. npj Digit. Medicine 3 (2020)
[j11]
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Sarah Lagan, Patrick Aquino, Margaret R. Emerson, Karen L. Fortuna, Robert Walker, John Torous:
Actionable health app evaluation: translating expert frameworks into objective metrics. npj Digit. Medicine 3 (2020)
[j10]
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  - journals/npjdm/NelsonLJATA20
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Benjamin W. Nelson, Carissa A. Low, Nicholas Jacobson, Patricia Areán, John Torous, Nicholas B. Allen:
Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research. npj Digit. Medicine 3 (2020)

2010 – 2019

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2019
[j9]
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Eugene Y. Kim, John Torous, Steven Horng, Anne V. Grossestreuer, Jorge Rodriguez, Terrance Lee, Larry A. Nathanson:
Mobile device ownership among emergency department patients. Int. J. Medical Informatics 126: 114-117 (2019)
[j8]
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  - journals/interactions/BirkWAMT19
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Max Valentin Birk, Greg Wadley, Vero Vanden Abeele, Regan L. Mandryk, John Torous:
Video games for mental health. Interactions 26(4): 32-36 (2019)
[j7]
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  - journals/npjdm/LarsenHNTBLR19
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Mark E. Larsen, Kit Huckvale, Jennifer Nicholas, John Torous, Louise Birrell, Emily Li, Bill Reda:
Using science to sell apps: Evaluation of mental health app store quality claims. npj Digit. Medicine 2 (2019)
[j6]
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  - journals/npjdm/NoelCATD19
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Valerie A. Noel, Elizabeth Carpenter-Song, Stephanie C. Acquilano, John Torous, Robert E. Drake:
The technology specialist: a 21st century support role in clinical care. npj Digit. Medicine 2 (2019)
[j5]
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  - journals/npjdm/UhlhaasT19
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Peter Uhlhaas, John Torous:
Digital tools for youth mental health. npj Digit. Medicine 2 (2019)
[c4]
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  - conf/chi/TorousWWC19
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John Torous, Maria K. Wolters, Greg Wadley, Rafael A. Calvo:
4^th Symposium on Computing and Mental Health: Designing Ethical eMental Health Services. CHI Extended Abstracts 2019
[c3]
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Koustuv Saha, Benjamin Sugar, John Torous, Bruno D. Abrahao, Emre Kiciman, Munmun De Choudhury:
A Social Media Study on the Effects of Psychiatric Medication Use. ICWSM 2019: 440-451
2018
[j4]
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  - journals/jamia/BarnettTSKO18
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Ian Barnett, John Torous, Patrick C. Staples, Matcheri S. Keshavan, Jukka-Pekka Onnela:
Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data. J. Am. Medical Informatics Assoc. 25(12): 1669-1674 (2018)
[j3]
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  - journals/npjdm/RobertsCT18
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Laura Weiss Roberts, Steven Chan, John Torous:
New tests, new tools: mobile and connected technologies in advancing psychiatric diagnosis. npj Digit. Medicine 1 (2018)
[j2]
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John Torous, Honor Hsin:
Empowering the digital therapeutic relationship: virtual clinics for digital health interventions. npj Digit. Medicine 1 (2018)
[j1]
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John Torous, Patrick C. Staples, Ian Barnett, Luis R. Sandoval, Matcheri S. Keshavan, Jukka-Pekka Onnela:
Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia. npj Digit. Medicine 1 (2018)
[c2]
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Greg Wadley, Rafael A. Calvo, John Torous, Mary Czerwinski:
3rd Symposium on Computing and Mental Health: Understanding, Engaging, and Delighting Users. CHI Extended Abstracts 2018
[c1]
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Max Valentin Birk, Vero Vanden Abeele, Greg Wadley, John Torous:
Forum on Video Games for Mental Health. CHI PLAY (Companion) 2018: 683-688

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