Hematology

Latest AI and machine learning research in hematology for healthcare professionals.

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DDOT: A Swiss Army Knife for Investigating Data-Driven Biological Ontologies.

Systems biology requires not only genome-scale data but also methods to integrate these data into in...

Mar 2019 30878356
Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models.

The health and function of tissue rely on its vasculature network to provide reliable blood perfusio...

Mar 2019 30865678
Metabolomics Analysis in Acute Paraquat Poisoning Patients Based on UPLC-Q-TOF-MS and Machine Learning Approach.

Most paraquat (PQ) poisoned patients died from acute multiple organ failure (MOF) such as lung, kidn...

Mar 2019 30807114
Feature extraction using traditional image processing and convolutional neural network methods to classify white blood cells: a study.

White blood cells play a vital role in monitoring health condition of a person. Change in count and/...

Mar 2019 30830652
Retinal blood vessel extraction employing effective image features and combination of supervised and unsupervised machine learning methods.

In medicine, retinal vessel analysis of fundus images is a prominent task for the screening and diag...

Mar 2019 30904129
Predicting blood pressure from physiological index data using the SVR algorithm.

BACKGROUND: Blood pressure diseases have increasingly been identified as among the main factors thre...

Feb 2019 30819090
Machine Learning Accurately Predicts Short-Term Outcomes Following Open Reduction and Internal Fixation of Ankle Fractures.

Ankle fractures are common orthopedic injuries with favorable outcomes when managed with open reduct...

Feb 2019 30803914
A Highly Sensitive Pressure-Sensing Array for Blood Pressure Estimation Assisted by Machine-Learning Techniques.

This work describes the development of a pressure-sensing array for noninvasive continuous blood pul...

Feb 2019 30791363
Noninvasive prediction of Blood Lactate through a machine learning-based approach.

We hypothesized that blood lactate concentration([Lac]) is a function of cardiopulmonary variables, ...

Feb 2019 30778104
Machine learning model to predict recurrent ulcer bleeding in patients with history of idiopathic gastroduodenal ulcer bleeding.

BACKGROUND: Patients with a history of Helicobacter pylori-negative idiopathic bleeding ulcers have ...

Feb 2019 30761584
The use of artificial neural network analysis can improve the risk-stratification of patients presenting with suspected deep vein thrombosis.

Artificial neural networks are machine-learning algorithms designed to analyse data without a pre-ex...

Feb 2019 30727024
Zebrafish Embryo Vessel Segmentation Using a Novel Dual ResUNet Model.

Zebrafish embryo fluorescent vessel analysis, which aims to automatically investigate the pathogenes...

Feb 2019 30863436
Deep learning for cell image segmentation and ranking.

Ninety years after its invention, the Pap test continues to be the most used method for the early id...

Jan 2019 30763802
Predicting Long-Term Mortality after Acute Coronary Syndrome Using Machine Learning Techniques and Hematological Markers.

INTRODUCTION: Hematological indices including red cell distribution width and neutrophil to lymphocy...

Jan 2019 30838085
Blood Biochemistry Analysis to Detect Smoking Status and Quantify Accelerated Aging in Smokers.

There is an association between smoking and cancer, cardiovascular disease and all-cause mortality. ...

Jan 2019 30644411
Adult Idiopathic Renal Fanconi Syndrome: A Case Report.

Renal Fanconi syndrome (RFS) is caused by generalized proximal tubular dysfunction and can be divide...

Dec 2018 30899310
Primary Sclerosing Cholangitis Risk Estimate Tool (PREsTo) Predicts Outcomes of the Disease: A Derivation and Validation Study Using Machine Learning.

Improved methods are needed to risk stratify and predict outcomes in patients with primary sclerosin...

Dec 2018 29742811
Stimuli-Responsive Mechanoluminescence in Different Matrices.

Here, for the first time, we investigated the effects of matrixes with different nature on the stimu...

Dec 2018 31458443
Association of time to colonoscopy after a positive fecal test result and fecal hemoglobin concentration with risk of advanced colorectal neoplasia.

BACKGROUND: We evaluated the risk of advanced colorectal neoplasia (ACRN) and colorectal cancer (CRC...

Dec 2018 30733186
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