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Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing

机译：使用被动感测捕获的纵向症状检测抑郁症并预测其发作

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Prerna Chikersal; Afsaneh Doryab; Michael Tumminia; Daniella K. Villalba; Janine M. Dutcher; Xinwen Liu; Sheldon Cohen; Kasey G. Creswell; Jennifer Mankoff; J. David Creswell; Mayank Goel; Anind K. Dey;
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1. Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection [J] . Chikersal Prerna, Doryab Afsaneh, Tumminia Michael, ACM Transactions on Computer-Human Interaction . 2021,第1期

机译：使用被动传感捕获的纵向症状检测抑郁症并预测其发病：一种具有鲁棒特征选择的机器学习方法
2. Stress Sensitivity Interacts with Depression History to Predict Depressive Symptoms Among Youth: Prospective Changes Following First Depression Onset [J] . Technow Jessica R., Hazel Nicholas A., Abela John R. Z., Journal of abnormal child psychology . 2015,第3期

机译：压力敏感性与抑郁症的历史相互作用，以预测青年人的抑郁症状：第一次抑郁症发作后的前瞻性变化
3. Clinical course of depression symptoms and predictors of enduring depression risk in women with polycystic ovary syndrome: Results of a longitudinal study [J] . Greenwood Eleni A., Pasch Lauri A., Shinkai Kanade, Fertility and Sterility: Official Journal of the American Fertility Society, Pacific Coast Fertility Society, and the Canadian Fertility and Andrology Society . 2019,第1期

机译：多囊卵巢综合征妇女抑郁症状抑郁症状和预测因子的临床进程：纵向研究的结果
4. Towards a mobile solution for predicting illness in Type 1 Diabetes Mellitus: Development of a prediction model for detecting risk of illness in Type 1 Diabetes prior to symptom onset [C] . Lauritzen Jonas N, Arsand Eirik, Van Vuurden Klaske, 2011 2nd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace Electronic Systems Technology . 2011

机译：迈向可预测1型糖尿病疾病的移动解决方案：开发用于在症状发作之前检测1型糖尿病疾病风险的预测模型
5. Detecting Onset of Menopausal Hot Flashes by Temperature Sensing. [D] . Chin, William. 2017

机译：通过温度感应检测更年期潮热的发生。
6. Stress sensitivity interacts with depression history to predict depressive symptoms among youth: Prospective changes following first depression onset [O] . Jessica R. Technow, Nicholas A. Hazel, John R. Z. Abela, -1

机译：压力敏感性与抑郁史互动以预测青年人的抑郁症状：第一次抑郁发作后的预期变化
7. Stress Sensitivity Interacts with Depression History to Predict Depressive Symptoms Among Youth: Prospective Changes Following First Depression Onset [O] . Jessica R. Technow, Nicholas A. Hazel, John R. Z. Abela, 2014

机译：压力敏感性与抑郁症史相相互作用，以预测青年之间的抑郁症状：第一次抑郁发作后的前瞻性变化

Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing

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