Cargando…

Dialysis adequacy predictions using a machine learning method

Dialysis adequacy is an important survival indicator in patients with chronic hemodialysis. However, there are inconveniences and disadvantages to measuring dialysis adequacy by blood samples. This study used machine learning models to predict dialysis adequacy in chronic hemodialysis patients using...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kim, Hyung Woo, Heo, Seok-Jae, Kim, Jae Young, Kim, Annie, Nam, Chung-Mo, Kim, Beom Seok
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322325/ https://www.ncbi.nlm.nih.gov/pubmed/34326393 http://dx.doi.org/10.1038/s41598-021-94964-1

Ejemplares similares

Deep Learning Model for Predicting Intradialytic Hypotension Without Privacy Infringement: A Retrospective Two-Center Study
por: Kim, Hyung Woo, et al.
Publicado: (2022)

Association between Dialysis Adequacy and Cognition in Patients with Peritoneal Dialysis
por: Shin, Dong Jin, et al.
Publicado: (2020)

Dialysis Adequacy and Risk of Dementia in Elderly Hemodialysis Patients
por: Kim, Hyung Woo, et al.
Publicado: (2021)

The efficacy and adequacy of continuous ambulatory peritoneal dialysis
por: Wu, George, et al.
Publicado: (1985)

Nationwide Implementation of Nonpharmaceutical Interventions During the Coronavirus Disease 2019 Pandemic Is Associated With Decreased Incidence of Pneumocystis jirovecii Pneumonia in Kidney Transplant Recipients
por: Park, Keun Hyung, et al.
Publicado: (2022)

Machine Learning-Based Predictive Models of Behavioral and Psychological Symptoms of Dementia
por: Cho, Eunhee, et al.
Publicado: (2021)

Sea Fog Dissipation Prediction in Incheon Port and Haeundae Beach Using Machine Learning and Deep Learning
por: Han, Jin Hyun, et al.
Publicado: (2021)

Dialysis Dose and Adequacy
Publicado: (2020)

Prediction Models for Suicide Attempts among Adolescents Using Machine Learning Techniques
por: Lim, Jae Seok, et al.
Publicado: (2022)

Screening for Prediabetes Using Machine Learning Models
por: Choi, Soo Beom, et al.
Publicado: (2014)

Comparison of high-dose IVIG and rituximab versus rituximab as a preemptive therapy for de novo donor-specific antibodies in kidney transplant patients
por: Kim, Hyung Woo, et al.
Publicado: (2023)

New approach of prediction of recurrence in thyroid cancer patients using machine learning
por: Kim, Soo Young, et al.
Publicado: (2021)

Clinical Significance of Phase Angle in Non-Dialysis CKD Stage 5 and Peritoneal Dialysis Patients
por: Han, Byoung-Geun, et al.
Publicado: (2018)

Machine learning approach for prediction of hearing preservation in vestibular schwannoma surgery
por: Cha, Dongchul, et al.
Publicado: (2020)

Impact of gender and dialysis adequacy on anaemia in peritoneal dialysis
por: Ryta, Alicja, et al.
Publicado: (2017)

Machine learning-based predictive models for the occurrence of behavioral and psychological symptoms of dementia: model development and validation
por: Cho, Eunhee, et al.
Publicado: (2023)

A New Role for Epidurography: A Simple Method for Assessing the Adequacy of Decompression during Percutaneous Plasma Disc Decompression
por: Gil, Ho Young, et al.
Publicado: (2022)

Machine learning to predict distal caries in mandibular second molars associated with impacted third molars
por: Hur, Sung-Hwi, et al.
Publicado: (2021)

The impact of recency and adequacy of historical information on sepsis predictions using machine learning
por: Zargoush, Manaf, et al.
Publicado: (2021)

Prediction of Intracranial Aneurysm Risk using Machine Learning
por: Heo, Jaehyuk, et al.
Publicado: (2020)

Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
por: Yun, Hyeok Jun, et al.
Publicado: (2021)

Vision-aided brain–machine interface training system for robotic arm control and clinical application on two patients with cervical spinal cord injury
por: Kim, Yoon Jae, et al.
Publicado: (2019)

Serum cystatin C to creatinine ratio is associated with sarcopenia in non-dialysis-dependent chronic kidney disease
por: An, Jung Nam, et al.
Publicado: (2022)

Interpretable machine learning for early neurological deterioration prediction in atrial fibrillation-related stroke
por: Kim, Seong-Hwan, et al.
Publicado: (2021)

Chronic hemodialysis: Evaluation of dialysis adequacy and mortality()
por: Aghsaeifard, Ziba, et al.
Publicado: (2022)

Peritoneal dialysis adequacy: a paradigm shift
por: Chen, Chang Huei, et al.
Publicado: (2022)

Serum leptin level is associated with phase angle in CKD5 patients not undergoing dialysis
por: Lee, Jun Young, et al.
Publicado: (2018)

Active Smoking is Associated with Lower Dialysis Adequacy in Prevalent Dialysis Patients
por: Trajceska, Lada, et al.
Publicado: (2019)

Impacts of dialysis adequacy and intradialytic hypotension on changes in dialysis recovery time
por: Guedes, Murilo, et al.
Publicado: (2020)

The Relationship between Serum Procalcitonin and Dialysis Adequacy in Peritoneal Dialysis Patients
por: WANG, Benyong, et al.
Publicado: (2021)

Machine Learning-Predicted Progression to Permanent Atrial Fibrillation After Catheter Ablation
por: Park, Je-Wook, et al.
Publicado: (2022)

Machine learning prediction of dropping out of outpatients with alcohol use disorders
por: Park, So Jin, et al.
Publicado: (2021)

A novel approach to dry weight adjustments for dialysis patients using machine learning
por: Kim, Hae Ri, et al.
Publicado: (2021)

Machine Learning for Sarcopenia Prediction in the Elderly Using Socioeconomic, Infrastructure, and Quality-of-Life Data
por: Seok, Minje, et al.
Publicado: (2023)

Comparison between different methods of calculating Kt/V as the marker of adequacy of dialysis
por: Fazl-e-Mateen,, et al.
Publicado: (2022)

Prediction of Postoperative Pulmonary Edema Risk Using Machine Learning
por: Kim, Jong Ho, et al.
Publicado: (2023)

Prediction models for early diagnosis of actinomycotic osteomyelitis of the jaw using machine learning techniques: a preliminary study
por: Choi, Sun-Gyu, et al.
Publicado: (2022)

Modified Peritoneal Dialysis Catheter Insertion: Comparison with a Conventional Method
por: Lee, Yong Kyu, et al.
Publicado: (2015)

Classification of Adolescent Psychiatric Patients at High Risk of Suicide Using the Personality Assessment Inventory by Machine Learning
por: Kim, Kyung-Won, et al.
Publicado: (2021)

Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
por: Heo, Seok-Jae, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_09f225va3a03m7v6eh62u1jaio