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Academic Journal

Machine learning-based risk prediction model construction of difficult weaning in ICU patients with mechanical ventilation.

  • Authors : Xu H; Yangzhou University, School of Nursing, School of Public Health, Yangzhou, China.; Ma Y

Subjects: Ventilator Weaning*/Ventilator Weaning*/Ventilator Weaning*/methods ; Machine Learning* ; Intensive Care Units*

  • Source: Scientific reports [Sci Rep] 2024 Sep 06; Vol. 14 (1), pp. 20875. Date of Electronic Publication: 2024 Sep 06.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Mechanical power density, spontaneous breathing indexes, and prolonged weaning failure: a prospective cohort study.

  • Authors : Ghiani A; Department of Pulmonology and Respiratory Medicine, Lung Center Stuttgart - Schillerhoehe Lung Clinic, affiliated to the Robert-Bosch-Hospital GmbH, Auerbachstrasse 110, 70376, Stuttgart, Germany. .; Walcher S

Subjects: Ventilator Weaning*/Ventilator Weaning*/Ventilator Weaning*/methods; Humans ; Male

  • Source: Scientific reports [Sci Rep] 2024 Jul 15; Vol. 14 (1), pp. 16297. Date of Electronic Publication: 2024 Jul 15.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Defining predictors for successful mechanical ventilation weaning, using a data-mining process and artificial intelligence.

  • Authors : Menguy J; Medical Intensive Care Unit, CHRU de la Cavale Blanche, Bvd Tanguy-Prigent, 29609, Brest Cedex, France.; De Longeaux K

Subjects: Ventilator Weaning* ; Respiration, Artificial*; Adult

  • Source: Scientific reports [Sci Rep] 2023 Nov 22; Vol. 13 (1), pp. 20483. Date of Electronic Publication: 2023 Nov 22.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Machine learning determination of motivators of terminal extubation during the transition to end-of-life care in intensive care unit.

  • Authors : Waldauf P; Department of Anaesthesia and Intensive Care Medicine, Third Faculty of Medicine, Charles University and University Hospital Královské Vinohrady, Prague, Czech Republic.; Scales N

Subjects: Ventilator Weaning*/Ventilator Weaning*/Ventilator Weaning*/methods ; Terminal Care*; Humans

  • Source: Scientific reports [Sci Rep] 2023 Feb 14; Vol. 13 (1), pp. 2632. Date of Electronic Publication: 2023 Feb 14.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Mechanical power is associated with weaning outcome in critically ill mechanically ventilated patients.

  • Authors : Yan Y; Department of Emergency Medicine, Lianyungang Clinical College of Nanjing Medical University, The First People's Hospital of Lianyungang City, Lianyungang, 222000, Jiangsu, China.; Department of Critical Care Medicine, The Second People's Hospital of Lianyungang City, Lianyungang, 222000, Jiangsu, China.

Subjects: Critical Illness*/Critical Illness*/Critical Illness*/therapy ; Ventilator Weaning*; Humans

  • Source: Scientific reports [Sci Rep] 2022 Nov 16; Vol. 12 (1), pp. 19634. Date of Electronic Publication: 2022 Nov 16.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Quantitative EEG may predict weaning failure in ventilated patients on the neurological intensive care unit.

  • Authors : Welte TM; Department of Neurology, University Hospital Erlangen, Schwabachanlage 6, 91054, Erlangen, Germany. .; Gabriel M

Subjects: Respiration, Artificial*/Respiration, Artificial*/Respiration, Artificial*/adverse effects ; Ventilator Weaning*; Aged

  • Source: Scientific reports [Sci Rep] 2022 May 04; Vol. 12 (1), pp. 7293. Date of Electronic Publication: 2022 May 04.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Mechanical power normalized to lung-thorax compliance indicates weaning readiness in prolonged ventilated patients.

  • Authors : Ghiani A; Lung Center Stuttgart - Schillerhoehe Lung Clinic (Affiliated to the Robert-Bosch-Hospital GmbH, Stuttgart), Department of Pulmonology and Respiratory Medicine, Solitudestrasse 18, 70839, Gerlingen, Germany. .; Paderewska J

Subjects: Ventilator Weaning*; Lung/Lung/Lung/*physiopathology ; Thorax/Thorax/Thorax/*physiopathology

  • Source: Scientific reports [Sci Rep] 2022 Jan 07; Vol. 12 (1), pp. 6. Date of Electronic Publication: 2022 Jan 07.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Pre-extubation functional residual capacity and risk of extubation failure among patients with hypoxemic respiratory failure.

  • Authors : Chen HC; Division of Respiratory Therapy, Department of Integrated Diagnostic and Therapeutics, National Taiwan University Hospital, Taipei, Taiwan.; Ruan SY

Subjects: Functional Residual Capacity* ; Intubation, Intratracheal*/Intubation, Intratracheal*/Intubation, Intratracheal*/adverse effects; Hypoxia/Hypoxia/Hypoxia/*physiopathology

  • Source: Scientific reports [Sci Rep] 2020 Jan 22; Vol. 10 (1), pp. 937. Date of Electronic Publication: 2020 Jan 22.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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