Modeling gene-by-environment interaction in comorbid depression with alcohol use disorders via an integrated bioinformatics approach. - Richard C. McEachin; Benjamin J. Keller; Erika F. H. Saunders; Melvin G. McInnis (BioData Min., 2008)

A genetic network model of cellular responses to lithium treatment and cocaine abuse in bipolar disorder. - Richard C. McEachin; Haiming Chen; Maureen A. Sartor; Scott F. Saccone; Benjamin J. Keller; Alan R. Prossin; James D. Cavalcoli; Melvin G. McInnis (BMC Syst. Biol., 2010)

Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech. - Zahi N. Karam; Emily Mower Provost; Satinder Singh 001; Jennifer Montgomery; Christopher Archer; Gloria Harrington; Melvin G. McInnis (ICASSP, 2014)

Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder. - John Gideon; Emily Mower Provost; Melvin G. McInnis (ICASSP, 2016)

Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge. - Soheil Khorram; John Gideon; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2016)

Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. - Soheil Khorram; Zakaria Aldeneh; Dimitrios Dimitriadis; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2017)

The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. - Soheil Khorram; Mimansa Jaiswal; John Gideon; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2018)

Harmonization of cortical thickness measurements across scanners and sites. - Jean-Philippe Fortin; Nicholas C. Cullen; Yvette I. Sheline; Warren D. Taylor; Irem Aselcioglu; Philip A. Cook; Phil Adams; Crystal Cooper; Maurizio Fava; Patrick J. McGrath; Melvin G. McInnis; Mary L. Phillips; et al. (NeuroImage, 2018)

Trainable Time Warping: Aligning Time-series in the Continuous-time Domain. - Soheil Khorram; Melvin G. McInnis; Emily Mower Provost (ICASSP, 2019)

Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. - Zakaria Aldeneh; Mimansa Jaiswal; Michael Picheny; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2019)

Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation. - John Gideon; Heather T. Schatten; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2019)

Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder. - Katie Matton; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2019)

Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). - John Gideon; Melvin G. McInnis; Emily Mower Provost (CoRR, 2019)

When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations. - John Gideon; Katie Matton; Steve Anderau; Melvin G. McInnis; Emily Mower Provost (CoRR, 2019)

Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). - John Gideon; Melvin G. McInnis; Emily Mower Provost (IEEE Trans. Affect. Comput., 2021)

Jointly Aligning and Predicting Continuous Emotion Annotations. - Soheil Khorram; Melvin G. McInnis; Emily Mower Provost (IEEE Trans. Affect. Comput., 2021)

A Mixed-Methods Analysis of Mobile ACT Responses From Two Cohorts. - Sydney Hoel; Amanda Victory; Tijana Sagorac Gruichich; Zachary N. Stowe; Melvin G. McInnis; Amy L. Cochran; Emily B. K. Thomas (Frontiers Digit. Health, 2022)

Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder. - Minxue Niu; Amrit Romana; Mimansa Jaiswal; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2023)

Integrative Ontology of Bipolar Disorder (OBD): Advancing Bipolar Disorder Research Through an Interoperable Ontological Framework. - Yujia Tian; Yongqun He; Rachel L. Richesson; Melvin G. McInnis (ER (Workshops), 2024)

Emotion Recognition in the Real World: Passively Collecting and Estimating Emotions From Natural Speech Data of Individuals With Bipolar Disorder. - Emily Mower Provost; Sarah H. Sperry; James Tavernor; Steve Anderau; Anastasia Yocum; Melvin G. McInnis (IEEE Trans. Affect. Comput., 2025)