Michael Heinz

schoolDartmouth Collegebar_chart#5225 Global Rank

Total Papers

HCI Rank

#5225

Research Areas

Years Active

Recent Publications

Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones

Pillai等人研究基于移动电话的自杀意念语音检测模型的跨情境泛化能力，为心理健康监测技术的实际应用提供参考。

UBICOMP '242nd AuthorMental Health Apps & Online Support Communities

Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening

Reisch 等人利用短信日志分布特征进行症状检测，实现抑郁和焦虑障碍的自动化筛查。

CHI '245th+ AuthorMental Health Apps & Online Support Communities +2

MoodCapture: Depression Detection using In-the-Wild Smartphone Images

MoodCapture presents a novel approach that assesses depression based on images automatically captured from the front-facing camera of smartphones as people go about their daily lives. We collect over 125,000 photos in the wild from N=177 participants diagnosed with major depressive disorder for 90 days. Images are cap…

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