An interpretable 1D convolutional neural network for detecting patient-ventilator asynchrony in mechanical ventilation

A machine learning approach to assess magnitude of asynchrony breathing

(2021) N.L. Loo et al.   Biomedical Signal Processing and Control

Detection of patient-ventilator asynchrony from mechanical ventilation waveforms using a two-layer long short-term memory neural network

(2020) Lingwei Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Reverse Trigger Phenotypes in Acute Respiratory Distress Syndrome

(2020) Elias Baedorf Kassis et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

A study on user recognition using 2D ECG based on ensemble of deep convolutional neural networks

(2019) Min-Gu Kim et al.   Journal of Ambient Intelligence and Humanized Computing

Replicating human expertise of mechanical ventilation waveform analysis in detecting patient-ventilator cycling asynchrony using machine learning

(2018) Behnood Gholami et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The Association Between Ventilator Dyssynchrony, Delivered Tidal Volume, and Sedation Using a Novel Automated Ventilator Dyssynchrony Detection Algorithm*

(2018) Peter D. Sottile et al.   CRITICAL CARE MEDICINE

Speech emotion recognition using deep 1D & 2D CNN LSTM networks

(2018) Jianfeng Zhao et al.   Biomedical Signal Processing and Control

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types

(2018) Shu Lih Oh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A robust deep convolutional neural network with batch-weighted loss for heartbeat classification

(2018) Ali Sellami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Development and Validation of a Multi-Algorithm Analytic Platform to Detect Off-Target Mechanical Ventilation

(2017) Jason Y. Adams et al.   Scientific Reports

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Asynchronies during mechanical ventilation are associated with mortality

(2015) Lluís Blanch et al.   INTENSIVE CARE MEDICINE

Mechanical Ventilation-Induced Reverse-Triggered Breaths

(2013) Evangelia Akoumianaki et al.   CHEST

Patient-Ventilator Interaction

(2011) D. J. Pierson   Respiratory Care

Detecting ineffective triggering in the expiratory phase in mechanically ventilated patients based on airway flow and pressure deflection: Feasibility of using a computer algorithm*

(2009) Chang-Wen Chen et al.   CRITICAL CARE MEDICINE