AIMC Topic: Kidney Failure, Chronic
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A novel multi-feature learning model for disease diagnosis using face skin images.
Computers in biology and medicine
Dec 10, 2023
BACKGROUND: Facial skin characteristics can provide valuable information about a patient's underlying health conditions.
Real-time dual prediction of intradialytic hypotension and hypertension using an explainable deep learning model.
Scientific reports
Oct 23, 2023
Both intradialytic hypotension (IDH) and hypertension (IDHTN) are associated with poor outcomes in hemodialysis patients, but a model predicting dual outcomes in real-time has never been developed. Herein, we developed an explainable deep learning mo...
Individualized hemodialysis: Is similar hemodialysis adequacy possible using less water?
Turkish journal of medical sciences
Oct 10, 2023
BACKGROUND AND AIM: There are over 60,000 hemodialysis (HD) patients in Türkiye, and the number of patients is increasing yearly. Dialysate flow rate (Qd) is a factor in HD adequacy. Approximately 150 L of water are consumed per session to prepare th...
Deep Learning on Electrocardiograms for Prediction of In-hospital Intradialytic Hypotension in Patients with ESKD.
Kidney360
Jul 7, 2023
Intradialytic hypotension is common in patients who are on hemodialysis. We applied deep learning techniques to ECGs to predict patients at risk of IDH. The performance of the model was good with an AUC of 0.763 and AUPRC of 0.35.
Deep Learning Identifies Intelligible Predictors of Poor Prognosis in Chronic Kidney Disease.
IEEE journal of biomedical and health informatics
Jun 30, 2023
Early diagnosis and prediction of chronic kidney disease (CKD) progress within a given duration are critical to ensure personalized treatment, which could improve patients' quality of life and prolong survival time. In this study, we explore the inte...
One-Step Robot-Assisted Complete Urinary Tract Extirpation in Man with End-Stage Renal Disease on Dialysis: The First Case Report.
Current oncology (Toronto, Ont.)
May 16, 2023
Urothelial carcinoma (UC) could be observed in urinary bladder (UBUC) and upper urinary tracts (UTUC). In the National Comprehensive Cancer Network guidelines for bladder cancer, extirpative surgery is indicated in certain cases. However, some extrem...
Rapid diagnosis of membranous nephropathy based on serum and urine Raman spectroscopy combined with deep learning methods.
Scientific reports
Feb 28, 2023
Membranous nephropathy is the main cause of nephrotic syndrome, which has an insidious onset and may progress to end-stage renal disease with a high mortality rate, such as renal failure and uremia. At present, the diagnosis of membranous nephropathy...
Artificial Intelligence in Continuous Kidney Replacement Therapy.
Clinical journal of the American Society of Nephrology : CJASN
Feb 3, 2023
Integrated Prediction Framework for Clinical Scores of Cognitive Functions in ESRD Patients.
Computational intelligence and neuroscience
Aug 9, 2022
The clinical scores are applied to determine the stage of cognitive function in patients with end-stage renal disease (ESRD). However, accurate clinical scores are hard to come by. This paper proposed an integrated prediction framework with GPLWLSV t...
Robot-assisted laparoscopic versus open partial nephrectomy for renal cell carcinoma in patients with severe chronic kidney disease.
International journal of urology : official journal of the Japanese Urological Association
Aug 8, 2022
OBJECTIVES: To compare surgical and functional outcomes between robot-assisted laparoscopic partial nephrectomy and open partial nephrectomy in patients with renal cell carcinoma with stage 4 chronic kidney disease.
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