AIMC Topic: Kidney Diseases
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A hybrid neural network model for predicting kidney disease in hypertension patients based on electronic health records.
BMC medical informatics and decision making
Apr 4, 2019
BACKGROUND: Disease prediction based on Electronic Health Records (EHR) has become one hot research topic in biomedical community. Existing work mainly focuses on the prediction of one target disease, and little work is proposed for multiple associat...
Renal Function Impairment in Kidney Transplantation: Importance of Early BK Virus Detection.
Transplantation proceedings
Dec 30, 2018
BACKGROUND: BK virus allograft nephropathy is a major complication of kidney transplantation that markedly reduces graft survival (50% graft failure 24 months after being diagnosed). BK virus replication can occur at any time posttransplantation. Vir...
Automatic glomerular identification and quantification of histological phenotypes using image analysis and machine learning.
American journal of physiology. Renal physiology
Sep 26, 2018
Current methods of scoring histological kidney samples, specifically glomeruli, do not allow for collection of quantitative data in a high-throughput and consistent manner. Neither untrained individuals nor computers are presently capable of identify...
Workflow
Kidney Glomerulus
Microscopy
Image Interpretation, Computer-Assisted
Pattern Recognition, Automated
Mice, Inbred C57BL
Kidney Diseases
Diagnosis, Computer-Assisted
Humans
Predictive Value of Tests
Automation, Laboratory
Species Specificity
Rats
Machine Learning
Biopsy
Animals
Mice, Transgenic
Disease Models, Animal
Software
Male
Phenotype
Female
Reproducibility of Results
A dynamic model for predicting graft function in kidney recipients' upcoming follow up visits: A clinical application of artificial neural network.
International journal of medical informatics
Sep 12, 2018
BACKGROUND: Predicting the function of transplanted kidneys would help clinicians in individualized medical interventions. We aimed to develop and validate a predictive tool for a future value of estimated glomerular filtration rate (eGFR) at upcomin...
An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network.
Journal of medical systems
Jul 27, 2018
The urine sediment analysis of particles in microscopic images can assist physicians in evaluating patients with renal and urinary tract diseases. Manual urine sediment examination is labor-intensive, subjective and time-consuming, and the traditiona...
Aggregation-Induced Emission Probe for Specific Turn-On Quantification of Soluble Transferrin Receptor: An Important Disease Marker for Iron Deficiency Anemia and Kidney Diseases.
Analytical chemistry
Dec 22, 2017
Transferrin receptor (TfR) is overexpressed on the surface of many cancer cells due to its vital roles in iron circulation and cellular respiration. Soluble transferrin receptor (sTfR), a truncated extracellular form of TfR in serum, is an important ...
Urinary exosomal viral microRNA as a marker of BK virus nephropathy in kidney transplant recipients.
PloS one
Dec 21, 2017
OBJECTIVE: Bkv-miR-B1-5p, one of the microRNAs encoded by BK virus, was recently reported to be elevated in the blood among the patients with BK virus nephropathy (BKVN). Urinary exosome was suggested to be a possible source of biomarker for kidney d...
The effect of establishing pre-angiography thresholds on contrast utilization.
Journal of interventional cardiology
Dec 20, 2017
INTRODUCTION: Contrast induced nephropathy is linked to contrast utilization and strategies for minimizing renal injury are incorporated into many laboratories that perform coronary angiography. Contrast limits have been described, below which there ...
Comparison of Renal Function between Robot-Assisted and Open Partial Nephrectomy as Determined by Tc 99m-DTPA Renal Scintigraphy.
Journal of Korean medical science
Mar 18, 2016
We compared postoperative renal function impairment between patients undergoing robot-assisted partial nephrectomy (RAPN) and those undergoing open partial nephrectomy (OPN) by using Tc-99m diethylenetriaminepentaacetic acid (DTPA) renal scintigraphy...
Robot-assisted excision of seminal vesicle cyst associated with ipsilateral renal agenesis.
Archivio italiano di urologia, andrologia : organo ufficiale [di] Societa italiana di ecografia urologica e nefrologica
Jan 14, 2016
Seminal vesicle cysts (SVCs) associated with other genitourologic abnormalities are rare. Often associated with ipsilateral renal agenesis in a symptomatic patient. In symptomatic patients open surgical excision is the treatment of choice. The laparo...
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