Hematology

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

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Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm - support vector regression model.

BACKGROUND AND OBJECTIVES: The refractive index of hemoglobin plays important role in hematology due...

May 2018 30119848
Analysis of hepatitis B virus infection in blood sera using Raman spectroscopy and machine learning.

This study presents the analysis of hepatitis B virus (HBV) infection in human blood serum using Ram...

May 2018 29787817
A cure-rate model for Q-learning: Estimating an adaptive immunosuppressant treatment strategy for allogeneic hematopoietic cell transplant patients.

Cancers treated by transplantation are often curative, but immunosuppressive drugs are required to p...

May 2018 29766558
Machine learning-based in-line holographic sensing of unstained malaria-infected red blood cells.

Accurate and immediate diagnosis of malaria is important for medication of the infectious disease. C...

May 2018 29676064
Blood hyperviscosity identification with reflective spectroscopy of tongue tip based on principal component analysis combining artificial neural network.

BACKGROUND: With spectral methods, noninvasive determination of blood hyperviscosity in vivo is very...

May 2018 29747693
Prevalence of Nutritional Anemia and Hyperhomocysteinemia in Urban Elderly.

The data on the prevalence of nutritional anemia among the urban elderly population in India was lim...

May 2018 31391724
Identifying β-thalassemia carriers using a data mining approach: The case of the Gaza Strip, Palestine.

Thalassemia is considered one of the most common genetic blood disorders that has received excessive...

May 2018 29730048
Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images.

Peripheral Blood Smear analysis plays a vital role in diagnosis of many diseases such as leukemia, a...

May 2018 29721616
Machine learning-based diagnosis for disseminated intravascular coagulation (DIC): Development, external validation, and comparison to scoring systems.

The major challenge in the diagnosis of disseminated intravascular coagulation (DIC) comes from the ...

May 2018 29718941
Predicting of the refractive index of haemoglobin using the Hybrid GA-SVR approach.

The optical properties of blood play crucial roles in medical diagnostics and treatment, and in the ...

Apr 2018 29777986
Retinal blood vessel segmentation using fully convolutional network with transfer learning.

Since the retinal blood vessel has been acknowledged as an indispensable element in both ophthalmolo...

Apr 2018 29775951
Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering.

Statistical techniques such as propensity score matching and instrumental variable are commonly empl...

Apr 2018 29854202
Transcriptomics and machine learning predict diagnosis and severity of growth hormone deficiency.

BACKGROUND: The effect of gene expression data on diagnosis remains limited. Here, we show how diagn...

Apr 2018 29618660
Using support vector machines on photoplethysmographic signals to discriminate between hypovolemia and euvolemia.

Identifying trauma patients at risk of imminent hemorrhagic shock is a challenging task in intraoper...

Mar 2018 29596477
Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach.

The use of monoclonal antibodies (mAbs) constitutes one of the most important strategies to treat pa...

Mar 2018 29674041
Probing light chain mutation effects on thrombin via molecular dynamics simulations and machine learning.

Thrombin is a key component for chemotherapeutic and antithrombotic therapy development. As the phys...

Mar 2018 29471734
Combining Bootstrap Aggregation with Support Vector Regression for Small Blood Pressure Measurement.

Blood pressure measurement based on oscillometry is one of the most popular techniques to check a he...

Feb 2018 29488105
Automated Interpretation of Blood Culture Gram Stains by Use of a Deep Convolutional Neural Network.

Microscopic interpretation of stained smears is one of the most operator-dependent and time-intensiv...

Feb 2018 29187563
Computer Aided Solution for Automatic Segmenting and Measurements of Blood Leucocytes Using Static Microscope Images.

Blood leucocytes segmentation in medical images is viewed as difficult process due to the variabilit...

Feb 2018 29455440
Tranexamic acid administration for anatomic and reverse total shoulder arthroplasty: a systematic review and meta-analysis.

BACKGROUND: Tranexamic acid (TXA) has been shown to reduce perioperative blood loss and risk of bloo...

Feb 2018 30675564
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