Recognition of stress in speech using wavelet analysis and Teager energy operator. - Ling He; Margaret Lech; Sheeraz Memon; Nicholas B. Allen (INTERSPEECH, 2008)

Mel frequency cepstral feature and Gaussian Mixtures for modeling clinical depression in adolescents. - Lu-Shih Alex Low; Namunu Chinthaka Maddage; Margaret Lech; Nicholas B. Allen (IEEE ICCI, 2009)

Stress and emotion recognition using log-Gabor filter analysis of speech spectrograms. - Ling He; Margaret Lech; Namunu Chinthaka Maddage; Nicholas B. Allen (ACII, 2009)

Content based clinical depression detection in adolescents. - Lu-Shih Alex Low; Namunu C. Maddage; Margaret Lech; Lisa Sheeber; Nicholas B. Allen (EUSIPCO, 2009)

Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech. - Ling He; Margaret Lech; Namunu Chinthaka Maddage; Nicholas B. Allen (ICNC (2), 2009)

Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units. - Ling He; Margaret Lech; Namunu Chinthaka Maddage; Nicholas B. Allen (ICNC (2), 2009)

Influence of acoustic low-level descriptors in the detection of clinical depression in adolescents. - Lu-Shih Alex Low; Namunu Chinthaka Maddage; Margaret Lech; Lisa Sheeber; Nicholas B. Allen (ICASSP, 2010)

On the importance of glottal flow spectral energy for the recognition of emotions in speech. - Ling He; Margaret Lech; Nicholas B. Allen (INTERSPEECH, 2010)

Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech. - Ling He; Margaret Lech; Namunu C. Maddage; Nicholas B. Allen (Biomed. Signal Process. Control., 2011)

Detection of Clinical Depression in Adolescents' Speech During Family Interactions. - Lu-Shih Alex Low; Namunu C. Maddage; Margaret Lech; Lisa Sheeber; Nicholas B. Allen (IEEE Trans. Biomed. Eng., 2011)

Early prediction of major depression in adolescents using glottal wave characteristics and Teager Energy parameters. - Kuan Ee Brian Ooi; Lu-Shih Alex Low; Margaret Lech; Nicholas B. Allen (ICASSP, 2012)

Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations. - Melissa N. Stolar; Margaret Lech; Lisa Sheeber; Ian S. Burnett; Nicholas B. Allen (IEEE Trans. Affect. Comput., 2013)

Multichannel Weighted Speech Classification System for Prediction of Major Depression in Adolescents. - Kuan Ee Brian Ooi; Margaret Lech; Nicholas B. Allen (IEEE Trans. Biomed. Eng., 2013)

Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system. - Kuan Ee Brian Ooi; Margaret Lech; Nicholas B. Allen (Biomed. Signal Process. Control., 2014)

Prefrontal Structural Correlates of Cognitive Control during Adolescent Development: A 4-Year Longitudinal Study. - Nandita Vijayakumar; Sarah Whittle; Murat Yücel 001; Meg Dennison; Julian Simmons; Nicholas B. Allen (J. Cogn. Neurosci., 2014)

Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations. - Melissa N. Stolar; Margaret Lech; Nicholas B. Allen (ICASSP, 2015)

Statistical differences in speech acoustics of major depressed and non-depressed adolescents. - Abdel Y. Hussenbocus; Margaret Lech; Nicholas B. Allen (ICSPCS, 2015)

A genetic algorithm with an earliest due date encoding for scheduling automotive stamping operations. - Sayak Roychowdhury; Theodore T. Allen; Nicholas B. Allen (Comput. Ind. Eng., 2017)

Cortico-amygdalar maturational coupling is associated with depressive symptom trajectories during adolescence. - Nandita Vijayakumar; Nicholas B. Allen; Meg Dennison; Michelle L. Byrne; Julian Simmons; Sarah Whittle (NeuroImage, 2017)

Development of subcortical volumes across adolescence in males and females: A multisample study of longitudinal changes. - Megan M. Herting; Cory Johnson; Kathryn L. Mills; Nandita Vijayakumar; Meg Dennison; Chang Liu; Anne-Lise Goddings; Ronald E. Dahl; Elizabeth R. Sowell; Sarah Whittle; Nicholas B. Allen; Christian K. Tamnes (NeuroImage, 2018)

Interaction between hypothalamic-pituitary-adrenal axis genetic variation and maternal behavior in the prediction of amygdala connectivity in children. - Elena Pozzi; Chad A. Bousman; Julian Simmons; Nandita Vijayakumar; Orli Schwartz; Marc L. Seal; Marie B. H. Yap; Nicholas B. Allen; Sarah Whittle (NeuroImage, 2019)

Structural covariance networks in children and their associations with maternal behaviors. - Sally Richmond; Richard Beare; Katherine A. Johnson; Nicholas B. Allen; Marc L. Seal; Sarah Whittle (NeuroImage, 2019)

Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. - Terrance Liu; Paul Pu Liang; Michal Muszynski; Ryo Ishii; David Brent; Randy Auerbach; Nicholas B. Allen; Louis-Philippe Morency (CoRR, 2020)

Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research. - Benjamin W. Nelson; Carissa A. Low; Nicholas Jacobson; Patricia Areán; John B. Torous; Nicholas B. Allen (npj Digit. Medicine, 2020)

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. - Paul Pu Liang; Terrance Liu; Anna Cai; Michal Muszynski; Ryo Ishii; Nicholas B. Allen; Randy Auerbach; David Brent; Ruslan Salakhutdinov; Louis-Philippe Morency (ACL/IJCNLP (1), 2021)

Human-Guided Modality Informativeness for Affective States. - Torsten Wörtwein; Lisa B. Sheeber; Nicholas B. Allen; Jeffrey F. Cohn; Louis-Philippe Morency (ICMI, 2021)

A longitudinal analysis of puberty-related cortical development. - Nandita Vijayakumar; George J. Youssef; Nicholas B. Allen; Vickie Anderson; Daryl Efron; Philip Hazell; Lisa Mundy; Jan M. Nicholson; George Patton; Marc L. Seal; Julian Simmons; Sarah Whittle; et al. (NeuroImage, 2021)

Language Use in Mother-Adolescent Dyadic Interaction: Preliminary Results. - Laura A. Cariola; Saurabh Hinduja; Maneesh Bilalpur; Lisa B. Sheeber; Nicholas B. Allen; Louis-Philippe Morency; Jeffrey F. Cohn (ACII, 2022)

Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions. - Torsten Wörtwein; Lisa Sheeber; Nicholas B. Allen; Jeffrey F. Cohn; Louis-Philippe Morency (EMNLP (Findings), 2022)

SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior. - Maneesh Bilalpur; Saurabh Hinduja; Laura A. Cariola; Lisa Sheeber; Nicholas B. Allen; Louis-Philippe Morency; Jeffrey F. Cohn (ICMI, 2023)

Neural Mixed Effects for Nonlinear Personalized Predictions. - Torsten Wörtwein; Nicholas B. Allen; Lisa B. Sheeber; Randy P. Auerbach; Jeffrey F. Cohn; Louis-Philippe Morency (ICMI, 2023)

Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. - Paul Pu Liang; Yun Cheng; Xiang Fan; Chun Kai Ling; Suzanne Nie; Richard J. Chen; Zihao Deng; Nicholas B. Allen; Randy Auerbach; Faisal Mahmood 001; Russ Salakhutdinov; Louis-Philippe Morency (NeurIPS, 2023)

Research Protocol for the Google Health Digital Well-being Study. - Daniel McDuff; Andrew Barakat; Ari Winbush; Allen Jiang; Felicia Cordeiro; Ryann Crowley; Lauren E. Kahn; John Hernandez; Nicholas B. Allen (CoRR, 2023)

SMURF: Statistical Modality Uniqueness and Redundancy Factorization. - Torsten Wörtwein; Nicholas B. Allen; Jeffrey F. Cohn; Louis-Philippe Morency (ICMI, 2024)