A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
Emergency and critical care medicine residents' competency to identify patient ventilator asynchrony using a mechanical ventilator waveform analysis in Addis Ababa, Ethiopia: a multicenter cross-sectional study. [PDF]
Bogale W, Kefyalew M, Debebe F.
europepmc +1 more source
Mechanical Ventilator Using Motorized Bellow. [PDF]
Hirani H.
europepmc +1 more source
ABSTRACT The transformation/transcription domain‐associated protein (TRRAP) gene encodes a large multidomain protein, a member of the phosphatidylinositol 3‐kinase‐related kinase (PIKK) family. TRRAP is a component of the histone acetyltransferase (HAT) complex, and it plays an important role in gene transcription, DNA repair, and cell‐cycle regulation.
Roseli Maria Zechi‐Ceide +10 more
wiley +1 more source
Reducing Airway Occlusion Time Without Losing Accuracy to Predict Successful Mechanical Ventilator Liberation During the Measurement of the Timed Inspiratory Effort Index. [PDF]
Cordeiro RCC, de Souza LC, Lugon JR.
europepmc +1 more source
ABSTRACT Autosomal recessive HARS1‐related disorder (originally described as Usher syndrome type 3B) caused by a homozygous Y454S variant in the histidyl‐tRNA synthetase gene (HARS1) is characterized by progressive sensorineural hearing and vision loss and respiratory deterioration with risk for sudden death following febrile illnesses.
Victoria Mok Siu +23 more
wiley +1 more source
Estudo de metodologias para gerenciamento de ventiladores pulmonares [PDF]
Esperança, Carlos Gontarski
core
The development and implementation of a low-cost mechanical ventilator in a low-middle-income country during the COVID-19 pandemic: The Unisabana-HERONS. [PDF]
Giraldo-Cadavid LF +25 more
europepmc +1 more source
Interventions to enable communication for adult patients requiring an artificial airway with or without mechanical ventilator support. [PDF]
Rose L +5 more
europepmc +1 more source
A Case of Multiple Mitochondrial Dysfunctions Syndrome 1 and Review of the Literature
ABSTRACT Multiple mitochondrial dysfunctions syndrome 1 (MMDS1, MIM #605711) due to NFU1 gene defects is an ultra‐rare autosomal recessive inborn error of metabolism associated with reduced function of NFU1 iron–sulfur cluster (ISC) scaffold protein.
Charles R. DiFalco +6 more
wiley +1 more source

