Retrieving Filter Spectra in CNN for Explainable Sleep Stage Classification [PDF]
Stephan Goerttler +3 more
openalex +1 more source
A Computationally Efficient Single-Channel EEG Sleep Stage Scoring Approach using Simple Structured CNN [PDF]
, 2020 Hongzhe Li
openalex +1 more source
Continual Learning for Multimodal Data Fusion of a Soft Gripper
Advanced Robotics Research, EarlyView.Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley +1 more source
A study of heart–brain information flow across sleep stages using transfer entropy [PDF]
Shumei Zhu +3 more
openalex +1 more source
Sleep disturbances in nurse managers during the early and late stages of the COVID-19 pandemic [PDF]
, 2022 Ángel Boned-Galán +2 more
openalex +1 more source
NARFL Knockout Triggers Ferroptosis‐Driven Vascular Endothelial Dysfunction
Advanced Science, EarlyView.NARFL is vital for CIA and oxidative stress resistance. NARFL deletion in HPMEC cells, zebrafish, and mice is lethal and rescued by a Ferroptosis inhibitor. NARFL deficiency disrupted its interaction with CIA proteins, decreased aconitase activity, increased IRP1 activity, induced Fe overload, and led to ferroptosis and oxidative stress, resulting in ...
Hui Hu +15 more
wiley +1 more source
From Pulses to Sleep Stages: Towards Optimized Sleep Classification Using Heart-Rate Variability. [PDF]
Sensors (Basel), 2023 Topalidis PI +5 more
europepmc +1 more source
Sleep Stage Classification For Medical Purposes: Machine Learning Evaluation For Imbalanced Data [PDF]
, 2022 Bens Pardamean +4 more
openalex +1 more source
Nurr1 Orchestrates Claustrum Development and Functionality
Advanced Science, EarlyView.Nurr1 (Nr4a2) is the master transcription factor to control claustrum morphogenesis and cell fate decision postmitotically by inhibiting intracellular G‐protein signaling. Nurr1 deficiency alters the transcriptomic profiles of subcortical claustral neurons into neocortical insular neurons, resulting in defected claustrum development, impaired axonal ...
Kuo Yan +12 more
wiley +1 more source
Temporal Feature Extraction and Machine Learning for Classification of Sleep Stages Using Telemetry Polysomnography. [PDF]
Brain Sci, 2023 Lal U +2 more
europepmc +1 more source