Alphanie Midelet

Multi-zone indoor temperature prediction with LSTM-based sequence to sequence model

Zhen Fang, Nicolas Crimier, Lisa Scanu et al. · Energy and Buildings · 2021 · 116 citations · Full text

Sequence Modelling, Engineering, Machine Learning +6

Apnea-hypopnea index supplied by CPAP devices: time for standardization?

Alphanie Midelet, Jean‐Christian Borel, Renaud Tamisier et al. · Sleep Medicine · 2021 · 19 citations · Full text

Asthma, Apnea-hypopnea Index, Heart Failure +6

Factors Associated With Residual Apnea-Hypopnea Index Variability During CPAP Treatment

Anaïs Rossetto, Alphanie Midelet, Sébastien Baillieul et al. · CHEST Journal · 2023 · 18 citations · Full text

Pulmonary Care, Breathing Disorders, Patient Safety +7

Hidden Markov model segmentation to demarcate trajectories of residual apnoea-hypopnoea index in CPAP-treated sleep apnoea patients to personalize follow-up and prevent treatment failure

Alphanie Midelet, Sébastien Bailly, Renaud Tamisier et al. · The EPMA Journal · 2021 · 14 citations · Full text

Sleep, Sleep Disorder, Prevent Treatment Failure +7

Bayesian Structural Time Series With Synthetic Controls for Evaluating the Impact of Mask Changes in Residual Apnea-Hypopnea Index Telemonitoring Data

Alphanie Midelet, Sébastien Bailly, Jean‐Christian Borel et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 10 citations