Cargando…

Automated Machine Learning in Predicting 30-Day Mortality in Patients with Non-Cholestatic Cirrhosis

Objective: To evaluate the feasibility of automated machine learning (AutoML) in predicting 30-day mortality in non-cholestatic cirrhosis. Methods: A total of 932 cirrhotic patients were included from the First Affiliated Hospital of Soochow University between 2014 and 2020. Participants were divide...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yu, Chenyan, Li, Yao, Yin, Minyue, Gao, Jingwen, Xi, Liting, Lin, Jiaxi, Liu, Lu, Zhang, Huixian, Wu, Airong, Xu, Chunfang, Liu, Xiaolin, Wang, Yue, Zhu, Jinzhou
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693570/ https://www.ncbi.nlm.nih.gov/pubmed/36422105 http://dx.doi.org/10.3390/jpm12111930

Ejemplares similares

HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis
por: Wang, Yue, et al.
Publicado: (2022)

Automated Machine Learning for the Early Prediction of the Severity of Acute Pancreatitis in Hospitals
por: Yin, Minyue, et al.
Publicado: (2022)

Intestinal Barrier Function in the Pathogenesis of Nonalcoholic Fatty Liver Disease
por: Liu, Lu, et al.
Publicado: (2023)

Validation of the Toronto hepatocellular carcinoma risk index for patients with cirrhosis in China: a retrospective cohort study
por: Zhang, Huixian, et al.
Publicado: (2019)

The Development of a Prediction Model Based on Random Survival Forest for the Postoperative Prognosis of Pancreatic Cancer: A SEER-Based Study
por: Lin, Jiaxi, et al.
Publicado: (2022)

Development of a Deep Learning Model for Malignant Small Bowel Tumors Survival: A SEER-Based Study
por: Yin, Minyue, et al.
Publicado: (2022)

Identification of Asymptomatic COVID-19 Patients on Chest CT Images Using Transformer-Based or Convolutional Neural Network–Based Deep Learning Models
por: Yin, Minyue, et al.
Publicado: (2023)

Cirrhosis is Associated with an Increased 30-Day Mortality After Venous Thromboembolism
por: Søgaard, Kirstine Kobberøe, et al.
Publicado: (2015)

High rates of 30-day mortality in patients with cirrhosis and COVID-19
por: Iavarone, Massimo, et al.
Publicado: (2020)

Mechanism of TGF-β1 inhibiting Kupffer cell immune responses in cholestatic cirrhosis
por: Qian, Jun, et al.
Publicado: (2020)

Reply to: Correspondence on “High rates of 30-day mortality in patients with cirrhosis and COVID-19”
por: Iavarone, Massimo, et al.
Publicado: (2020)

Letter regarding “High rates of 30-day mortality in patients with cirrhosis and COVID-19”
por: Medhat, Mohammed A., et al.
Publicado: (2020)

Alarming rate of 30-day hospital readmissions in patients with liver cirrhosis
por: Ebhohon, Ebehiwele, et al.
Publicado: (2021)

Application of machine learning algorithms to predict lymph node metastasis in gastric neuroendocrine neoplasms
por: Liu, Lu, et al.
Publicado: (2023)

Towards Personalized Medicine for Chronic Liver Disease
por: Gao, Jingwen, et al.
Publicado: (2023)

Cutoff Values for Serum Ferritin in Predicting Cirrhosis Severity due to Cholestatic Jaundice in Vietnamese Children
por: Thieu, Ha-Van, et al.
Publicado: (2022)

Incidence and cost analysis of hospital admission and 30‐day readmission among patients with cirrhosis
por: Chirapongsathorn, Sakkarin, et al.
Publicado: (2018)

Machine Learning Models to Predict 30-Day Mortality in Mechanically Ventilated Patients
por: Kim, Jong Ho, et al.
Publicado: (2021)

Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease
por: Cox, Meredith, et al.
Publicado: (2022)

Therapeutic Opportunities of GPBAR1 in Cholestatic Diseases
por: Zhang, Fangling, et al.
Publicado: (2022)

Machine learning approach for the prediction of 30-day mortality in patients with sepsis-associated encephalopathy
por: Peng, Liwei, et al.
Publicado: (2022)

Machine Learning-Enabled 30-Day Readmission Model for Stroke Patients
por: Darabi, Negar, et al.
Publicado: (2021)

The relationship between Helicobacter pylori and pancreatic cancer: a meta-analysis
por: Xu, Wei, et al.
Publicado: (2022)

Endoscopic full‑thickness resection with clip‑ and snare‑assisted traction for gastric submucosal tumours in the fundus: A single‑centre case series
por: Ni, Liujing, et al.
Publicado: (2023)

Cholestatic hepatitis with intravenous ceftriaxone
por: Kaur, Inderpal, et al.
Publicado: (2011)

Azathioprine induced cholestatic hepatitis
por: Moses, Viju, et al.
Publicado: (2011)

Trifluoperazine-Induced Cholestatic Jaundice
por: Sharifi, Vandad, et al.
Publicado: (2010)

Cephalexin Induced Cholestatic Jaundice
por: Agrawal, Abhinav, et al.
Publicado: (2014)

Azithromycin-induced cholestatic hepatitis
por: Koffas, Apostolos, et al.
Publicado: (2017)

Current Therapies for Cholestatic Diseases
por: Méndez-Sánchez, Nahum, et al.
Publicado: (2023)

Predicting 30-day mortality of patients with pneumonia in an emergency department setting using machine-learning models
por: Kang, Soo Yeon, et al.
Publicado: (2020)

30-Day Mortality Following Palliative Radiotherapy
por: Vázquez, Miriam, et al.
Publicado: (2021)

187. The 30-Day Readmission and 30-Day Mortality of Hemodialysis Patients with Antibiotic-Resistant Gram-Negative Bacteremia
por: Oommen, Jomi K, et al.
Publicado: (2019)

The 30-days hospital readmission risk in diabetic patients: predictive modeling with machine learning classifiers
por: Shang, Yujuan, et al.
Publicado: (2021)

Automated machine learning (AutoML) can predict 90-day mortality after gastrectomy for cancer
por: SenthilKumar, Gopika, et al.
Publicado: (2023)

Incidence and predictors of 30-day hospital readmissions for liver cirrhosis: insights from the United States National Readmissions Database
por: Garg, Sushil Kumar, et al.
Publicado: (2021)

Kanban In 30 days
por: Björkholm, Tomas
Publicado: (2015)

Nephrology in 30 days /
por: Reilly, Robert F., M.D
Publicado: (2005)

Case Report: Severe Immune-Related Cholestatic Hepatitis and Subsequent Pneumonia After Pembrolizumab Therapy in a Geriatic Patient With Metastic Gastric Cancer
por: Yang, Hui, et al.
Publicado: (2021)

Prediction of 30-day mortality in spontaneous cerebellar hemorrhage
por: Al Safatli, Diaa, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_6h0375hbgck3k25oge1cdld42s