Dror Ben-Zeev

21 papers A* 2Misc 3Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder.
CoRR
Changye Li, Weizhe Xu, Serguei Pakhomov, Ellen Bradley, Dror Ben-Zeev, Trevor Cohen
2025 J jnl
Detecting PTSD in Clinical Interviews: A Comparative Analysis of NLP Methods and Large Language Models.
CoRR
Feng Chen, Dror Ben-Zeev, Gillian Sparks, Arya Kadakia, Trevor Cohen
2025 J jnl
Perplexity and proximity: Large language model perplexity complements semantic distance metrics for the detection of incoherent speech.
J. Biomed. Informatics
Weizhe Xu, Serguei Pakhomov, Patrick Heagerty, Eric Horvitz, Ellen Bradley, Joshua Woolley, Andrew T. Campbell, Alex S. Cohen, Dror Ben-Zeev, Trevor Cohen
2025 J jnl
Reading Between the Lines: Combining Pause Dynamics and Semantic Coherence for Automated Assessment of Thought Disorder.
CoRR
Feng Chen, Weizhe Xu, Changye Li, Serguei Pakhomov, Alex Cohen, Simran Bhola, Sandy Yin, Sunny X. Tang, Michael Mackinley, Lena Palaniyappan, Dror Ben-Zeev, Trevor Cohen
2025 J jnl
Tailoring task arithmetic to address bias in models trained on multi-institutional datasets.
J. Biomed. Informatics
Xiruo Ding, Zhecheng Sheng, Brian Hur, Justin Tauscher, Dror Ben-Zeev, Meliha Yetisgen, Serguei Pakhomov, Trevor Cohen
2024 J jnl
Perception and appropriation of a web-based recovery narratives intervention: qualitative interview study.
Frontiers Digit. Health
Yasmin Ali, Stefan Rennick Egglestone, Joy Llewellyn-Beardsley, Fiona Ng, Caroline Yeo, Donna Franklin, Elvira Perez Vallejos, Dror Ben-Zeev, Yasuhiro Kotera, Mike Slade
2023 J jnl
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Arvind Pillai, Subigya Kumar Nepal, Weichen Wang, Matthew Nemesure, Michael V. Heinz, George D. Price, Damien Lekkas, Amanda C. Collins, Tess Griffin, Benjamin Buck, Sarah Masud Preum, Trevor Cohen, Nicholas C. Jacobson, Dror Ben-Zeev, Andrew T. Campbell
2023 J jnl
The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Weichen Wang, Weizhe Xu, Ayesha Chander, Subigya Nepal, Benjamin Buck, Serguei Pakhomov, Trevor Cohen, Dror Ben-Zeev, Andrew Campbell
2022 J jnl
Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS).
J. Biomed. Informatics
Weizhe Xu, Weichen Wang, Jake Portanova, Ayesha Chander, Andrew Campbell, Serguei Pakhomov, Dror Ben-Zeev, Trevor Cohen
2021 — conf
Co-Designing M-Healer: Supporting Lay Practitioner Mental Health Workers in Ghana.
HCI (45)
Liam Albright, Hoa Le, Suzanne Meller, Angela Ofori Atta, Dzifa A. Attah, Seth M. Asafo, Pamela Y. Collins, Dror Ben-Zeev, Jaime Snyder
2021 J jnl
Patient-independent Schizophrenia Relapse Prediction Using Mobile Sensor based Daily Behavioral Rhythm Changes.
CoRR
Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Mikio Obuchi, Emily Scherer, Megan Walsh, Rui Wang, Weichen Wang, Akane Sano
2021 J jnl
Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients.
CoRR
Joanne Zhou, Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Akane Sano
2020 A* conf
On Predicting Relapse in Schizophrenia using Mobile Sensing in a Randomized Control Trial.
PerCom
Rui Wang, Weichen Wang, Mikio Obuchi, Emily A. Scherer, Rachel Brian, Dror Ben-Zeev, Tanzeem Choudhury, John Kane, Marta Hauser, Megan Walsh, Andrew Campbell
2020 — conf
Patient-Independent Schizophrenia Relapse Prediction Using Mobile Sensor Based Daily Behavioral Rhythm Changes.
MobiHealth
Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Mikio Obuchi, Emily A. Scherer, Megan Walsh, Rui Wang, Weichen Wang, Akane Sano
2020 A* conf
Social Sensing: Assessing Social Functioning of Patients Living with Schizophrenia using Mobile Phone Sensing.
CHI
Weichen Wang, Shayan Mirjafari, Gabriella M. Harari, Dror Ben-Zeev, Rachel Brian, Tanzeem Choudhury, Marta Hauser, John Kane, Kizito Masaba, Subigya Nepal, Akane Sano, Emily A. Scherer, Vincent W. S. Tseng, Rui Wang, Hongyi Wen, Jialing Wu, Andrew Campbell
2020 Misc conf
The Centroid Cannot Hold: Comparing Sequential and Global Estimates of Coherence as Indicators of Formal Thought Disorder.
AMIA
Weizhe Xu, Jake Portanova, Ayesha Chander, Dror Ben-Zeev, Trevor A. Cohen
2018 J jnl
Predicting Symptom Trajectories of Schizophrenia Using Mobile Sensing.
GetMobile Mob. Comput. Commun.
Rui Wang, Weichen Wang, Min Hane Aung, Dror Ben-Zeev, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Emily A. Scherer, Megan Walsh
2017 J jnl
Predicting Symptom Trajectories of Schizophrenia using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Rui Wang, Weichen Wang, Min S. H. Aung, Dror Ben-Zeev, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Emily A. Scherer, Megan Walsh
2017 — ch.
StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College Students.
Mobile Health - Sensors, Analytic Methods, and Applications
Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella M. Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, Andrew T. Campbell
2016 Misc conf
CrossCheck: toward passive sensing and detection of mental health changes in people with schizophrenia.
UbiComp
Rui Wang, Min S. H. Aung, Saeed Abdullah, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Michael Merrill, Emily A. Scherer, Vincent W. S. Tseng, Dror Ben-Zeev
2014 Misc conf
StudentLife: assessing mental health, academic performance and behavioral trends of college students using smartphones.
UbiComp
Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella M. Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, Andrew T. Campbell