Credentials
Positions
- Assistant Professor,
Education and Training
- Fellowship, New York University School of Medicine, 2020
- PhD from Columbia University, 2018
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Insurance Plans Accepted
This provider accepts the following insurance plans.
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Aetna
- AETNA EPO (四色AVLH Employees)
- AETNA EPO (Sunset Park Employees)
- Aetna EPO (AMEX employees)
- Aetna POS (American Express Employer)
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Anthem Blue Cross Blue Shield
- BCBS EPO (BlackRock Employees)
- BCBS EPO (LICH Employees)
- BCBS PPO (BlackRock Employees)
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United Healthcare
- United Healthcare (NY University Care Plan)
- United Healthcare Choice (AMEX employees)
- United Healthcare Choice (Blackrock employees)
- United Healthcare Choice (CBS employees)
- United Healthcare Choice (Simon
- United Healthcare EPO (四色AV Langone Health Employees)
- United Healthcare EPO (Sunset Park Employees)
- United Healthcare Indemnity (四色AV Langone Health Employees)
- United Healthcare 四色AV Care (四色AVLH Employees)
- United Healthcare 四色AV Care (Sunset Park Employees)
- United Healthcare Nexus (Amex Employees)
- United Healthcare Plus (四色AV Langone Health Employees)
- United Healthcare Plus (Sunset Park Employees)
- United Healthcare Student Resources (四色AV)
- United Healthcare Value, Advantage and HDHP (New York University employees)
Matteo Malgaroli, PhD does not accept insurance.
Locations and Appointments
四色AV Langone Psychiatry Associates
1 Park Avenue, 8th Floor, New York, NY 10016
Research My Research
Interests
Digital Health, Large Language Models, Natural Language Processing, Digital Biomarkers
Research Summary
I am a licensed clinical psychologist with training in Natural Language Processing (NLP) and deep learning. My research focus is digital mental health, at the intersection of psychiatry, AI, and technology.
Digital Biomarkers: Large Language Models and NLP solutions to increase objectivity and reduce provider burden in psychiatric assessment.
Precision Psychiatry: Data-driven alternatives to heterogeneous diagnostic categories. Identify targeted treatment candidates by teasing individual symptoms and subgroups of patients.
Digital Delivery: Telemedicine modalities to deliver therapy at scale, gather data for digital biomarkers, and personalize interventions through AI integration.
CURRENT GRANTS
* Deep Learning Based Natural Language Processing Markers of Anxiety and Depression; NIMH (PI; K23MH134068-01)
* Digital Mental Health and Machine Learning Research Agreement; Talkspace (PI)
* Leveraging Wellness Platforms and Advanced Computational Modeling to Build Resilience in Healthcare Workers; DARPA (COI; HR00112310002)
PREVIOUS GRANTS
* Scholars Program in Natural Language Processing; Clinical and Translational Science Institute (PI; 2KL2TR001446-06A1)
* Computational markers of suicidal ideation from loss narrative recordings; American Foundation for Suicide Prevention (PI; PRG-0-104-19)
Academic Contact
Academic office
1 Park Avenue
8th Floor
New York, NY 10016
Phone
Lab Website
Research Interests Timeline
Clinical Trials and Research Studies
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Elucidating Neural Mechanisms and Sex Differences in Response to Mindfulness Based Stress Reduction in Generalized Anxiety Disorder
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Randomized placebo controlled trial to determine the biological signature of cannabidiol as a treatment for social anxiety disorder
Publications
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Malgaroli, Matteo; Hull, Thomas D; Zech, James M; Althoff, Tim
Translational psychiatry. 2023 Oct 06; 13(1):309
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Hull, Thomas D; Malgaroli, Matteo; Gazzaley, Adam; Akiki, Teddy J; Madan, Alok; Vando, Leonardo; Arden, Kristin; Swain, Jack; Klotz, Madeline; Paleos, Casey
Journal of affective disorders. 2022 Jul 06; 314:59-67
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Calderon, Adam; Irwin, Matthew; Simon, Naomi M; Shear, M Katherine; Mauro, Christine; Zisook, Sidney; Reynolds, Charles F; Malgaroli, Matteo
[Zhong ji yi kan] = [Medicine for intermediate groups]. 2024 Dec 12;