Bauer, Jonathan F.;Gerczuk, Maurice;Schindler-Gmelch, Lena;Amiriparian, Shahin;Ebert, David Daniel;Krajewski, Jarek;Schuller, Bjoern;Berking, Matthias
Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care
Depress Anxiety
2024
2024

Zhang, Zixing;Peng, Liyizhe;Pang, Tao;Han, Jing;Zhao, Huan;Schuller, Bjorn W.
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models
IEEE Trans. Comput. Soc. Syst.
2024
11
5
6690-6704

Niu, Mingyue;Li, Ya;Tao, Jianhua;Zhou, Xiuzhuang;Schuller, Bjorn W.
DepressionMLP: A Multi-Layer Perceptron Architecture for Automatic Depression Level Prediction via Facial Keypoints and Action Units
IEEE Trans. Circuits Syst. Video Technol.
2024
34
9
8924-8938

Liu, Rui;Zuo, Haolin;Lian, Zheng;Schuller, Bjorn W.;Li, Haizhou
Contrastive Learning Based Modality-Invariant Feature Acquisition for Robust Multimodal Emotion Recognition With Missing Modalities
IEEE Trans Affect Comput
2024
15
4
1856-1873

Watkins, Edward R;Warren, Fiona C;Newbold, Alexandra;Hulme, Claire;Cranston, Timothy;Aas, Benjamin;Bear, Holly;Botella, Cristina;Burkhardt, Felix;Ehring, Thomas;Fazel, Mina;Fontaine, Johnny R J;Frost, Mads;Garcia-Palacios, Azucena;Greimel, Ellen;Hößle, Christiane;Hovasapian, Arpine;Huyghe, Veerle E I;Karpouzis, Kostas;Löchner, Johanna;Molinari, Guadalupe;Pekrun, Reinhard;Platt, Belinda;Rosenkranz, Tabea;Scherer, Klaus R;Schlegel, Katja;Schuller, Bjorn W;Schulte-Korne, Gerd;Suso-Ribera, Carlos;Voigt, Varinka;Voß, Maria;Taylor, Rod S
Emotional competence self-help app versus cognitive behavioural self-help app versus self-monitoring app to prevent depression in young adults with elevated risk (ECoWeB PREVENT): an international, multicentre, parallel, open-label, randomised controlled trial.
Lancet Digit. Health
2024
6
12
e894-e903

Budd, Jobie;Baker, Kieran;Karoune, Emma;Coppock, Harry;Patel, Selina;Payne, Richard;Tendero Cañadas, Ana;Titcomb, Alexander;Hurley, David;Egglestone, Sabrina;Butler, Lorraine;Mellor, Jonathon;Nicholson, George;Kiskin, Ivan;Koutra, Vasiliki;Jersakova, Radka;McKendry, Rachel A;Diggle, Peter;Richardson, Sylvia;Schuller, Björn W;Gilmour, Steven;Pigoli, Davide;Roberts, Stephen;Packham, Josef;Thornley, Tracey;Holmes, Chris
A large-scale and PCR-referenced vocal audio dataset for COVID-19.
Sci Data
2024
11
1

Qi, Wen;Xu, Xiangmin;Qian, Kun;Schuller, Bjorn W;Fortino, Giancarlo;Aliverti, Andrea
A Review of AIoT-based Human Activity Recognition: From Application to Technique.
IEEE J Biomed Health Inform
2024
PP

Rahman, Arafat;Nahid, Nazmun;Schuller, Björn;Ahad, Md Atiqur Rahman
A stacked CNN and random forest ensemble architecture for complex nursing activity recognition and nurse identification.
Sci Rep
2024
14
1

Cook, Darren;Peters, Dorian;Moradbakhti, Laura;Su, Ting;Da Re, Marco;Schuller, Bjorn W;Quint, Jennifer;Wong, Ernie;Calvo, Rafael A
A text-based conversational agent for asthma support: Mixed-methods feasibility study.
Digit Health
2024
10

Tian, Fuze;Zhang, Haojie;Tan, Yang;Zhu, Lixian;Shen, Lin;Qian, Kun;Hu, Bin;Schuller, Bjorn W;Yamamoto, Yoshiharu
An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis.
IEEE J Biomed Health Inform
2024
PP