Prediction and recommendation by machine learning through repetitive internal validation for hepatic veno-occlusive disease/sinusoidal obstruction syndrome and early death after allogeneic hematopoietic cell transplantation-Reference-Cited by-同舟云学术

Prediction and recommendation by machine learning through repetitive internal validation for hepatic veno-occlusive disease/sinusoidal obstruction syndrome and early death after allogeneic hematopoietic cell transplantation

Published:2022-01-24 Issue:4 Volume:57 Page:538-546
ISSN:0268-3369
Container-title:Bone Marrow Transplantation
language:en
Short-container-title:Bone Marrow Transplant

Author:

Lee Seungjoon,Lee Eunsaem,Park Sung-Soo^ORCID,Park Min Sue^ORCID,Jung Jaewoo,Min Gi June,Park Silvia,Lee Sung-Eun,Cho Byung-Sik^ORCID,Eom Ki-Seong,Kim Yoo-Jin,Lee Seok^ORCID,Kim Hee-Je^ORCID,Min Chang-Ki,Cho Seok-Goo^ORCID,Lee Jong Wook^ORCID,Hwang Hyung Ju,Yoon Jae-Ho^ORCID

Publisher

Springer Science and Business Media LLC

Subject

Transplantation,Hematology

Link

https://www.nature.com/articles/s41409-022-01583-z.pdf

Reference38 articles.

1. Kong SG, Jeong S, Lee S, Jeong J-Y, Kim DJ, Lee HS. Early transplantation-related mortality after allogeneic hematopoietic cell transplantation in patients with acute leukemia. BMC Cancer. 2021;21:177. https://doi.org/10.1186/s12885-021-07897-3.

2. Mohty M, Malard F, Abecassis M, Aerts E, Alaskar AS, Aljurf M, et al. Revised diagnosis and severity criteria for sinusoidal obstruction syndrome/veno-occlusive disease in adult patients: a new classification from the European Society for Blood and Marrow Transplantation. Bone Marrow Transplant. 2016;51:906–12. https://doi.org/10.1038/bmt.2016.130.

3. Yoon JH, Yoo KH, Sung KW, Jung CW, Kim JS, Hahn SM, et al. Validation of treatment outcomes according to revised severity criteria from European Society for Blood and Marrow Transplantation (EBMT) for sinusoidal obstruction syndrome/veno-occlusive disease (SOS/VOD). Bone Marrow Transplant. 2019;54:1361–1368. https://doi.org/10.1038/s41409-019-0492-6.

4. Yoon JH, Min GJ, Park SS, Park S, Lee SE, Cho BS, et al. Incidence and risk factors of hepatic veno-occlusive disease/sinusoidal obstruction syndrome after allogeneic hematopoietic cell transplantation in adults with prophylactic ursodiol and intravenous heparin or prostaglandin E1. Bone Marrow Transplant. 2021;56:1063–13. https://doi.org/10.1038/s41409-021-01215-y.

5. McDonald GB, Hinds MS, Fisher LD, Schoch HG, Wolford JL, Banaji M, et al. Veno-occlusive disease of the liver and multiorgan failure after bone marrow transplantation: a cohort study of 355 patients. Ann Intern Med. 1993;118:255–67.

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A machine learning and explainable artificial intelligence approach for predicting the efficacy of hematopoietic stem cell transplant in pediatric patients;Healthcare Analytics;2023-11

2. Constructing training set using distance between learnt graphical models of time series data on patient physiology, to predict disease scores;PLOS ONE;2023-10-19

3. Utilizing machine learning in predictive modeling: what’s next?;Bone Marrow Transplantation;2022-03-15