Nicholas C Jacobson

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 48

Top Topics

Obstructive Sleep Apnea

Machine Learning

Posttraumatic Stress Disorder

Top Venues

Journal of medical Internet research

JMIR formative research

Computers in human behavior

Scientific reports

This page only lists publications with an associated author ORCID identifier.

Publications

Damien Lekkas, Elad Yom-Tov, Michael V Heinz, Joseph A Gyorda, Theresa Nguyen, Paul James Barr, Nicholas C Jacobson
The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens. Computers in human behavior 157 (2024)
Damien Lekkas, Nicholas C Jacobson
Breaking the silence: leveraging social interaction data to identify high-risk suicide users online using network analysis and machine learning. Scientific reports 14 (1) (2024)
Damien Lekkas, Elad Yom-Tov, Michael V Heinz, Joseph A Gyorda, Theresa Nguyen, Paul James Barr, Nicholas C Jacobson
The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens. Computers in human behavior 157 (2024)
Damien Lekkas, Nicholas C Jacobson
Breaking the silence: leveraging social interaction data to identify high-risk suicide users online using network analysis and machine learning. Scientific reports 14 (1) (2024)
Damien Lekkas, Elad Yom-Tov, Michael V Heinz, Joseph A Gyorda, Theresa Nguyen, Paul James Barr, Nicholas C Jacobson
The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens. Computers in human behavior 157 (2024)
Damien Lekkas, Nicholas C Jacobson
Breaking the silence: leveraging social interaction data to identify high-risk suicide users online using network analysis and machine learning. Scientific reports 14 (1) (2024)
Damien Lekkas, Elad Yom-Tov, Michael V Heinz, Joseph A Gyorda, Theresa Nguyen, Paul James Barr, Nicholas C Jacobson
The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens. Computers in human behavior 157 (2024)
Damien Lekkas, Nicholas C Jacobson
Breaking the silence: leveraging social interaction data to identify high-risk suicide users online using network analysis and machine learning. Scientific reports 14 (1) (2024)
Amanda C Collins, George D Price, Rosalind J Woodworth, Nicholas C Jacobson
Predicting Individual Response to a Web-Based Positive Psychology Intervention: A Machine Learning Approach. The journal of positive psychology 19 (4) (2023)
Joseph A Gyorda, Damien Lekkas, George D Price, Nicholas C Jacobson
Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework. Journal of medical Internet research 25 (2023)
Joseph A Gyorda, Damien Lekkas, George D Price, Nicholas C Jacobson
Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework. Journal of medical Internet research 25 (2023)
Joseph A Gyorda, Damien Lekkas, George D Price, Nicholas C Jacobson
Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework. Journal of medical Internet research 25 (2023)
Cynthia I Campbell, Ching-Hua Chen, Sara R Adams, Asma Asyyed, Ninad R Athale, Monique B Does, Saeed Hassanpour, Emily G Hichborn, Melanie Jackson-Morris, Nicholas C Jacobson, Heather K Jones, David Kotz, Chantal A Lambert-Harris, Zhiguo Li, Bethany M McLeman, Varun Mishra, Catherine Stanger, Geetha Subramaniam, Weiyi Wu, Christopher Zegers, Lisa A Marsch
Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder. Journal of medical Internet research 25 (2023)
Amanda C Collins, George D Price, Rosalind J Woodworth, Nicholas C Jacobson
Predicting Individual Response to a Web-Based Positive Psychology Intervention: A Machine Learning Approach. The journal of positive psychology 19 (4) (2023)
Amanda C Collins, George D Price, Rosalind J Woodworth, Nicholas C Jacobson
Predicting Individual Response to a Web-Based Positive Psychology Intervention: A Machine Learning Approach. The journal of positive psychology 19 (4) (2023)
Joseph A Gyorda, Damien Lekkas, George D Price, Nicholas C Jacobson
Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework. Journal of medical Internet research 25 (2023)
George D Price, Michael V Heinz, Seo Ho Song, Matthew D Nemesure, Nicholas C Jacobson
Using digital phenotyping to capture depression symptom variability: detecting naturalistic variability in depression symptoms across one year using passively collected wearable movement and sleep data. Translational psychiatry 13 (1) (2023)
Joseph A Gyorda, Damien Lekkas, George D Price, Nicholas C Jacobson
Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework. Journal of medical Internet research 25 (2023)
Joseph A Gyorda, Damien Lekkas, George D Price, Nicholas C Jacobson
Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework. Journal of medical Internet research 25 (2023)
Damien Lekkas, Joseph A Gyorda, Nicholas C Jacobson
A machine learning investigation into the temporal dynamics of physical activity-mediated emotional regulation in adolescents with anorexia nervosa and healthy controls. European eating disorders review : the journal of the Eating Disorders Association 31 (1) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
Alexander Hart, Dorota Reis, Elisabeth Prestele, Nicholas C Jacobson
Using Smartphone Sensor Paradata and Personalized Machine Learning Models to Infer Participants' Well-being: Ecological Momentary Assessment. Journal of medical Internet research 24 (4) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
Nicholas C Jacobson, Patricia Areán, Stephen Matthew Schueller
Mobile phone-based interventions for mental health show promise of effectiveness, but what does the evidence tell us about what needs to come next? PLOS digital health 1 (11) (2022)
Nicholas C Jacobson, Patricia Areán, Stephen Matthew Schueller
Mobile phone-based interventions for mental health show promise of effectiveness, but what does the evidence tell us about what needs to come next? PLOS digital health 1 (11) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
William W Chan, Ellen E Fitzsimmons-Craft, Arielle C Smith, Marie-Laure Firebaugh, Lauren A Fowler, Bianca DePietro, Naira Topooco, Denise E Wilfley, Craig Barr Taylor, Nicholas C Jacobson
The Challenges in Designing a Prevention Chatbot for Eating Disorders: Observational Study. JMIR formative research 6 (1) (2022)
Molly A B Anderson, Alan J Budney, Nicholas C Jacobson, Inbal Nahum-Shani, Catherine Stanger
End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR formative research 6 (12) (2022)
Damien Lekkas, Joseph A Gyorda, George D Price, Zoe Wortzman, Nicholas C Jacobson
Using the COVID-19 Pandemic to Assess the Influence of News Affect on Online Mental Health-Related Search Behavior Across the United States: Integrated Sentiment Analysis and the Circumplex Model of Affect. Journal of medical Internet research 24 (1) (2022)
Nicholas C Jacobson, Brandon Feng
Digital phenotyping of generalized anxiety disorder: using artificial intelligence to accurately predict symptom severity using wearable sensors in daily life. Translational psychiatry 12 (1) (2022)
Michelle Gayle Newman, Nitya Kanuri, Gavin N Rackoff, Nicholas C Jacobson, Megan Jones Bell, Craig Barr Taylor
A randomized controlled feasibility trial of internet-delivered guided self-help for generalized anxiety disorder (GAD) among university students in India. Psychotherapy (Chicago, Ill.) 58 (4) (2022)
Michael J Sofis, Shea M Lemley, Nicholas C Jacobson, Alan J Budney
Initial evaluation of domain-specific episodic future thinking on delay discounting and cannabis use. Experimental and clinical psychopharmacology (2021)
Paul James Barr, James Ryan, Nicholas C Jacobson
Precision Assessment of COVID-19 Phenotypes Using Large-Scale Clinic Visit Audio Recordings: Harnessing the Power of Patient Voice. Journal of medical Internet research 23 (2) (2021)
Gisbert Wilhelm Teepe, Ashish Da Fonseca, Birgit Kleim, Nicholas C Jacobson, Alicia Salamanca-Sanabria, Lorainne Tudor Car, Elgar Fleisch, Tobias Kowatsch
Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review. Journal of medical Internet research 23 (9) (2021)
Damien Lekkas, George D Price, Nicholas C Jacobson
Using Smartphone App Use and Lagged-Ensemble Machine Learning for the Prediction of Work Fatigue and Boredom. Computers in human behavior 127 (2021)
Damien Lekkas, Nicholas C Jacobson
Using artificial intelligence and longitudinal location data to differentiate persons who develop posttraumatic stress disorder following childhood trauma. Scientific reports 11 (1) (2021)
Dante L Mack, Alex W daSilva, Courtney Rogers, Elin L Hedlund, Eilis I Murphy, Vlado Vojdanovski, Jane Plomp, Weichen Wang, Subigya K Nepal, Paul E Holtzheimer, Dylan D Wagner, Nicholas C Jacobson, Meghan L Meyer, Andrew T Campbell, Jeremy F Huckins
Mental Health and Behavior of College Students During the COVID-19 Pandemic: Longitudinal Mobile Smartphone and Ecological Momentary Assessment Study, Part II. Journal of medical Internet research 23 (6) (2021)
Nicholas C Jacobson, Kelsey J Evey, Aidan G C Wright, Michelle Gayle Newman
Integration of discrete and global structures of affect across three large samples: Specific emotions within-persons and global affect between-persons. Emotion (Washington, D.C.) (2021)
Nicholas C Jacobson, Conall O'Cleirigh
Objective digital phenotypes of worry severity, pain severity and pain chronicity in persons living with HIV. The British journal of psychiatry : the journal of mental science 218 (3) (2021)
Ki Eun Shin, Michelle Gayle Newman, Nicholas C Jacobson
Emotion network density is a potential clinical marker for anxiety and depression: Comparison of ecological momentary assessment and daily diary. The British journal of clinical psychology (2021)
Nicholas C Jacobson, Damien Lekkas, George D Price, Michael V Heinz, Minkeun Song, A James O'Malley, Paul James Barr
Flattening the Mental Health Curve: COVID-19 Stay-at-Home Orders Are Associated With Alterations in Mental Health Search Behavior in the United States. JMIR mental health 7 (6) (2020)
Gilly Dosovitsky, Blanca S Pineda, Nicholas C Jacobson, Cyrus Chang, Milagros Escoredo, Eduardo Liniers Bunge
Artificial Intelligence Chatbot for Depression: Descriptive Study of Usage. JMIR formative research 4 (11) (2020)
Nicholas C Jacobson, Berta J Summers, Sabine Wilhelm
Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors. Journal of medical Internet research 22 (5) (2020)
Nicholas C Jacobson, Yeon Joo Chung
Passive Sensing of Prediction of Moment-To-Moment Depressed Mood among Undergraduates with Clinical Levels of Depression Sample Using Smartphones. Sensors (Basel, Switzerland) 20 (12) (2020)
Nicholas C Jacobson, Hilary Weingarden, Sabine Wilhelm
Digital biomarkers of mood disorders and symptom change. NPJ digital medicine 2 (2019)
Michelle G Newman, Louis G Castonguay, Nicholas C Jacobson, Ginger A Moore
Adult attachment as a moderator of treatment outcome for generalized anxiety disorder: Comparison between cognitive-behavioral therapy (CBT) plus supportive listening and CBT plus interpersonal and emotional processing therapy. Journal of consulting and clinical psychology 83 (5) (2015)