NeurIPS 2022 Workshop PAI4MH Submissions

Algorithmic Teenagers’ Depression Detection on Social Media and Automated Instant Engagement Using Therapy Bot Powered by Multimodal Deep Learning and Psychotherapy Intervention
Olubayo Adekanmbi, Mobolurin Ademinola Adekanmbi, Mofolusayo Oluwademilade Adekanmbi, Oluwatoyin Oyenike Adekanmbi
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
The effects of gender bias in word embeddings on depression prediction
Gizem Sogancioglu, Heysem Kaya
- Published: 21 Oct 2022, Last Modified: 29 Apr 2024
- PAI4MH 2022 Oral
- Readers: Everyone
Promises and Challenges of AI-Enabled Mental Healthcare: A Foundational Study
Sruthi Viswanathan, Max Rollwage, Ross Harper
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
Towards Clinical Phenotyping at Scale with Serious Games in Mixed Reality
Mariem Hafsia, Romain Trachel, Guillaume Dumas
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
A Tale of Two Food Adventurers: The Challenges and Triumphs of Repeated Food Exposures in Avoidant/Restrictive Food Intake Disorder
Young Kyung Kim, Juan Matias Di Martino, Julia Nicholas, Ilana Pilato, Alannah Melissa Rivera-Cancel, Julia Gianneschi, Jalisa Jackson, Ellen Vernell Mines, Nancy Zucker, Guillermo Sapiro
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
Participatory Systems for Personalized Prediction
Hailey James, Chirag Nagpal, Katherine A Heller, Berk Ustun
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Oral
- Readers: Everyone
Agent-based Splitting of Patient-Therapist Interviews for Depression Estimation
Navneet Agarwal, Gaël Dias, Sonia Dollfus
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
Rule Training for VMI Sketch in Developmental Testing based on a Deep Neural Network
Tae-Gyun Lee, Jang-Hee Yoo
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
Multi-modal deep learning system for depression and anxiety detection
Brian Diep, Marija Stanojevic, Jekaterina Novikova
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Oral
- Readers: Everyone
NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence
Neha Warikoo, Tobias Mayer, Dana Atzil-Slonim, Amir Eliassaf, Shira Haimovitz, Iryna Gurevych
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Oral
- Readers: Everyone
GDPR compliant collection of Therapist-Patient-Dialogues
Tobias Mayer, Neha Warikoo, Oliver Grimm, Andreas Reif, Iryna Gurevych
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone
Transformer-based normative modelling for anomaly detection of early schizophrenia
Pedro Ferreira da Costa, Jessica Dafflon, Sergio Leonardo Mendes, João Ricardo Sato, M. Jorge Cardoso, Robert Leech, Emily Jones, Walter Hugo Lopez Pinaya
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Oral
- Readers: Everyone
Accessible and fair machine learning models for risk prediction of schizophrenia spectrum disorders
Marina Camacho, Polyxeni Gkontra, Angélica Atehortúa, Karim Lekadir
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- PAI4MH 2022 Poster
- Readers: Everyone