Hematology

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

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Using Artificial Intelligence to Reduce the Risk of Nonadherence in Patients on Anticoagulation Therapy.

BACKGROUND AND PURPOSE: This study evaluated the use of an artificial intelligence platform on mobil...

Sensitive detection of rare disease-associated cell subsets via representation learning.

Rare cell populations play a pivotal role in the initiation and progression of diseases such as canc...

(matico) prevents collagen-induced platelet activation by decreasing phospholipase C-gamma 2 and protein kinase C phosphorylation signaling.

Platelets play a key role in thrombosis and cardiovascular diseases. Medicinal plants could be one o...

Prediction of high on-treatment platelet reactivity in clopidogrel-treated patients with acute coronary syndromes.

BACKGROUND: About 40% of clopidogrel-treated patients display high platelet reactivity (HPR). Altern...

Shared Consensus Machine Learning Models for Predicting Blood Stage Malaria Inhibition.

The development of new antimalarial therapies is essential, and lowering the barrier of entry for th...

Two-way learning with one-way supervision for gene expression data.

BACKGROUND: A family of parsimonious Gaussian mixture models for the biclustering of gene expression...

Leveraging electronic health records for predictive modeling of post-surgical complications.

Hospital-specific electronic health record systems are used to inform clinical practice about best p...

DNA methylation-based forensic age prediction using artificial neural networks and next generation sequencing.

The ability to estimate the age of the donor from recovered biological material at a crime scene can...

Machine learning identifies a compact gene set for monitoring the circadian clock in human blood.

BACKGROUND: The circadian clock and the daily rhythms it produces are crucial for human health, but ...

Computational methods using genome-wide association studies to predict radiotherapy complications and to identify correlative molecular processes.

The biological cause of clinically observed variability of normal tissue damage following radiothera...

Stability of sodium bicarbonate injection 8.4% in syringes over a six-week period in refrigerated temperature.

Background Dysfunctional central venous catheter prohibits the administration of potential life-savi...

Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse.

Treatment guidelines for management of type-2 diabetes mellitus (T2DM) are controversial because exi...

Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion.

In blood transfusion studies, plasma transfusion (PPT) and bleeding are known to be associated with ...

Performance analysis of a machine learning flagging system used to identify a group of individuals at a high risk for colorectal cancer.

Individuals with colorectal cancer (CRC) have a tendency to intestinal bleeding which may result in ...

Chemical and microbiological stability, anticoagulant efficacy and toxicity of 35 and 90 mM trisodium citrate solutions stored in plastic syringes.

BACKGROUND: Trisodium citrate is an interesting alternative to heparin for the prevention of circuit...

Enumerateblood - an R package to estimate the cellular composition of whole blood from Affymetrix Gene ST gene expression profiles.

BACKGROUND: Measuring genome-wide changes in transcript abundance in circulating peripheral whole bl...

Effects of Ipragliflozin on Diabetic Nephropathy and Blood Pressure in Patients With Type 2 Diabetes: An Open-Label Study.

BACKGROUND: Sodium-glucose cotransporter 2 (SGLT2) inhibitors are novel agents used to treat type 2 ...

Neural network prediction of severe lower intestinal bleeding and the need for surgical intervention.

BACKGROUND: The prognosis for patients with severe acute lower intestinal bleeding (ALIB) may be ass...

A case of severe corrosive esophagitis, gastritis, and liver necrosis caused by ingestion of methyl ethyl ketone peroxide.

The plastic hardener methyl ethyl ketone peroxide is unstable peroxide that releases free oxygen rad...

Enhancing anaerobic digestion of poultry blood using activated carbon.

The potential of using anaerobic digestion for the treatment of poultry blood has been evaluated in ...

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