Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards and bias

Jack Gallifant; Joe Zhang; Maria del Pilar Arias Lopez; Tingting Zhu; Luigi Camporota; Leo A Celi; Federico Formenti

Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards and bias

Jack Gallifant^*, Joe Zhang, Maria del Pilar Arias Lopez, Tingting Zhu, Luigi Camporota, Leo A Celi^*, Federico Formenti

^*Corresponding author for this work

Centre for Human & Applied Physiological Sciences

Research output: Contribution to journal › Article › peer-review

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Original language	English
Journal	British Journal of Anaesthesia
Publication status	Published - 9 Nov 2021

Keywords

Artificial Intelligence
Bias
Critical Care
Decision Support
Mechanical ventilation

Access to Document

ArtifIntellMechVent_vSubmitAcceptedAccepted author manuscript, 544 KB

4 Article
3 Review article
1 Editorial

Mechanical ventilators for low and middle-income countries: informing a context-specific and sustainable design
Gallifant, J., Sharell, D., Hashmi, M., Riviello, E. D., Schultz, M. J., Ulisubisya, M. & Formenti, F., 6 Jan 2022, (Accepted/In press) In: British Journal of Anaesthesia.
Research output: Contribution to journal › Article › peer-review

Open Access
File
OxVent: design and evaluation of a rapidly-manufactured Covid-19 ventilator
Beale, R., Beddoe Rosendo, J., Bergeles, C., Beverly, A., Camporota, L., Castrejon-Pita, A. A., Crockett, D. C., Cronin, J., Denison, T., East, S., Edwardes, C., Farmery, A., Fele, F., Fisk, JA., Fuenteslopez, C. V., Garstka, M., Goulart, P., Heaysman, C., Hussain, A., Jha, P., & 16 othersKempf, I., Kumar, A. S., Moslein, A., Orr, A. CJ., Ourselin, S., Salisbury, D., Seneci, C., Staruch, R., Steel, H., Thompson, M., Tran, M., Vitiello, V., Perez Xochicale, M. A., Zhou, F., Formenti, F. & Kirk, T., 21 Jan 2022, (Accepted/In press) In: EBioMedicine.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Bedside noninvasive monitoring of mechanically ventilated patients
Via, G., Vasques, F., Hussain, A., Barrett, N. A. & Camporota, L., 1 Feb 2021, In: Current opinion in critical care. 27, 1, p. 66-75 10 p.
Research output: Contribution to journal › Review article › peer-review
2 Citations (Scopus)

Cite this

@article{52239675d3274694a2b75c300ddaf426,

title = "Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards and bias",

keywords = "Artificial Intelligence, Bias, Critical Care, Decision Support, Mechanical ventilation",

author = "Jack Gallifant and Joe Zhang and {del Pilar Arias Lopez}, Maria and Tingting Zhu and Luigi Camporota and Celi, {Leo A} and Federico Formenti",

year = "2021",

month = nov,

day = "9",

language = "English",

journal = "British Journal of Anaesthesia",

issn = "0007-0912",

publisher = "Elsevier",

}

TY - JOUR

T1 - Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards and bias

AU - Gallifant, Jack

AU - Zhang, Joe

AU - del Pilar Arias Lopez, Maria

AU - Zhu, Tingting

AU - Camporota, Luigi

AU - Celi, Leo A

AU - Formenti, Federico

PY - 2021/11/9

Y1 - 2021/11/9

KW - Artificial Intelligence

KW - Bias

KW - Critical Care

KW - Decision Support

KW - Mechanical ventilation

M3 - Article

SN - 0007-0912

JO - British Journal of Anaesthesia

JF - British Journal of Anaesthesia

ER -

Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards and bias

Keywords

Access to Document

Research output

Mechanical ventilators for low and middle-income countries: informing a context-specific and sustainable design

OxVent: design and evaluation of a rapidly-manufactured Covid-19 ventilator

Bedside noninvasive monitoring of mechanically ventilated patients

Cite this