Building a better machine learning model of extubation for neurocritical care patients

Shohei Ono^{1

2}

Affiliations

¹ Department of Emergency and Critical Care Medicine, Tokyo Metropolitan Tama Medical Center, 2-8-29 Musashidai, Fuchu-Shi, Tokyo, 183-8524, Japan. airness.of.mj@gmail.com.
² Department of Anesthesiology and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-Cho, Omiya-Ku, Saitama-Shi, Saitama, 330-8503, Japan. airness.of.mj@gmail.com.

Comment

Shohei Ono. Intensive Care Med. 2023 Jan.

. 2023 Jan;49(1):119-120.

doi: 10.1007/s00134-022-06922-8. Epub 2022 Nov 5.

Shohei Ono^{1

2}

¹ Department of Emergency and Critical Care Medicine, Tokyo Metropolitan Tama Medical Center, 2-8-29 Musashidai, Fuchu-Shi, Tokyo, 183-8524, Japan. airness.of.mj@gmail.com.
² Department of Anesthesiology and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-Cho, Omiya-Ku, Saitama-Shi, Saitama, 330-8503, Japan. airness.of.mj@gmail.com.

No abstract available

Comment in

Building a better machine learning model of extubation for neurocritical care patients. Author's reply.
Pirracchio R, Asehnoune K, Cinotti R. Pirracchio R, et al. Intensive Care Med. 2023 Jan;49(1):121-122. doi: 10.1007/s00134-022-06943-3. Epub 2022 Dec 7. Intensive Care Med. 2023. PMID: 36477923 No abstract available.

Extubation in neurocritical care patients: the ENIO international prospective study.
Cinotti R, Mijangos JC, Pelosi P, Haenggi M, Gurjar M, Schultz MJ, Kaye C, Godoy DA, Alvarez P, Ioakeimidou A, Ueno Y, Badenes R, Suei Elbuzidi AA, Piagnerelli M, Elhadi M, Reza ST, Azab MA, McCredie V, Stevens RD, Digitale JC, Fong N, Asehnoune K; ENIO Study Group, the PROtective VENTilation network, the European Society of Intensive Care Medicine, the Colegio Mexicano de Medicina Critica, the Atlanréa group and the Société Française d’Anesthésie-Réanimation–SFAR research network. Cinotti R, et al. Intensive Care Med. 2022 Nov;48(11):1539-1550. doi: 10.1007/s00134-022-06825-8. Epub 2022 Aug 29. Intensive Care Med. 2022. PMID: 36038713

1. Cinotti R, Mijangos JC, Pelosi P et al (2022) Extubation in neurocritical care patients: the ENIO international prospective study. Intensive Care Med. https://doi.org/10.1007/s00134-022-06825-8 - DOI
1. Thakre M, JainK (2022) A review on prediction of peak time of corona virus using machine learning approach. Int J Res Publ Rev 3(7): 2441–2449. https://ijrpr.com/uploads/V3ISSUE7/IJRPR5998.pdf
1. Cai J, Chu X, Xu K, Li H (2020) Machine learning-driven new material discovery. Nanoscale Adv 2(8):3115–3130. https://doi.org/10.1039/d0na00388c - DOI
1. Akobeng AK (2007) Understanding diagnostic tests 3: receiver operating characteristic curves. Acta paediatrica (Oslo, Norway: 1992) 96(5):644–647. https://doi.org/10.1111/j.1651-2227.2006.00178.x - DOI