Northwell Health

helpUnknown typebar_chart#505 Global Rank

Total Papers

HCI Rank

#505

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Years Active

Recent Publications

Missed Opportunities for Human-Centered AI Research: Understanding Stakeholder Collaboration in Mental Health AI Research

In the mental health domain, where AI technologies will impact their treatment and daily lives, patient engagement can be a key to designing human-centered technologies. CSCW and HCI researchers have delved into various facets of collaboration in AI research; however, previous research neglects the individuals who pro…

CHI '24AI-Assisted Decision-Making & Automation +2

Patient Perspectives on AI-Driven Predictions of Schizophrenia Relapses: Understanding Concerns and Opportunities for Self-Care and Treatment

Early detection and intervention for relapse is important in the treatment of schizophrenia spectrum disorders. Researchers have developed AI models to predict relapse from patient-contributed data like social media. However, these models face challenges, including misalignment with practice and ethical issues related…

CSCW '23Mental Health II

Discussing Social Media During Psychotherapy Consultations: Patient Narratives and Privacy Implications

Social media platforms are being utilized by individuals with mental illness for engaging in self-disclosure, finding support, or navigating treatment journeys. Individuals also increasingly bring their social media data to psychotherapy consultations. This emerging practice during psychotherapy can help us to better…

CSCW '22Remote Work, Motivation, and Burnout; Remote Work, Motivation, and Burnout

Burnout and the Quantified Workplace: Tensions around Personal Sensing Interventions for Stress in Resident Physicians

Recent research has explored computational tools to manage workplace stress via personal sensing, a measurement paradigm in which behavioral data streams are collected from technologies including smartphones, wearables, and personal computers. As these tools develop, they invite inquiry into how they can be appropriat…

CSCW '21Personal and Mental Health

A Social Media Study on Mental Health Status Transitions Surrounding Psychiatric Hospitalizations

For people diagnosed with a mental illness, psychiatric hospitalization is one step in a long journey, consisting of clinical recovery such as removal of symptoms, and social reintegration involving resuming social roles and responsibilities, overcoming stigma and self-maintenance of the condition. Both clinical recov…

CHI '20Mental Health Apps & Online Support Communities +1

Social Sensing: Assessing Social Functioning of Patients Living with Schizophrenia using Mobile Phone Sensing

Impaired social functioning is a symptom of mental illness (e.g., depression, schizophrenia) and a wide range of other conditions (e.g., cognitive decline in the elderly, dementia). Today, assessing social functioning relies on subjective evaluations and self assessments. We propose a different approach and collect de…

CHI '19Explainable AI (XAI) +1

Methodological Gaps in Predicting Mental Health States from Social Media: Triangulating Diagnostic Signals

A growing body of research is combining social media data with machine learning to predict mental health states of individuals. An implication of this research lies in informing evidence-based diagnosis and treatment. However, obtaining clinically valid diagnostic information from sensitive patient populations is chal…

CSCW '18Language and Linguistics

Linguistic Markers Indicating Therapeutic Outcomes of Social Media Disclosures of Schizophrenia

Self-disclosure of stigmatized conditions is known to yield therapeutic benefits. Social media sites are emerging as promising platforms enabling disclosure around a variety of stigmatized concerns, including mental illness. What kind of behavioral changes precede and follow such disclosures? Do the therapeutic benefi…

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https://hci.top/en/institutions/Northwell%20Health?source=all

At a Glance

Institution Snapshot

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Display Name

Northwell Health

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Location

United States · North America

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Overall Rank

#505

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Total Papers

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Active Years

2018-2024

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Network

10 researchers · 0 collaborators

Research Profile

Top Research Directions

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Health, Healthcare & Wellbeing

Mental Health Apps & Online Support Communities

AI & Machine Learning Interaction

AI-Assisted Decision-Making & Automation