Linglong Qian

A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data

Zina M. Ibrahim, R. Dobson, S. Norton, 2020, IEEE Journal of Biomedical and Health Informatics.

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

M. Hotopf, Björn Schuller, V. Narayan, 2023, Journal of affective disorders.

Identifying depression-related topics in smartphone-collected free-response speech tasks using an automatic speech recognition system and a deep learning topic model

M. Hotopf, Björn Schuller, B. Penninx, 2023 .

Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis

M. Hotopf, D. Mohr, B. Penninx, 2022, JMIR mHealth and uHealth.

Knowledge Enhanced Conditional Imputation for Healthcare Time-series

Linglong Qian, Zina Ibrahim, Richard J. B. Dobson, 2023, ArXiv.

Unveiling the Secrets: How Masking Strategies Shape Time Series Imputation

Linglong Qian, Zina Ibrahim, Richard J. B. Dobson, 2024, 2405.17508.