Hematology

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

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Understanding the risk factors for adverse events during exchange transfusion in neonatal hyperbilirubinemia using explainable artificial intelligence.

OBJECTIVE: To understand the risk factors associated with adverse events during exchange transfusion...

Sep 2022 36180854
White blood cell detection using saliency detection and CenterNet: A two-stage approach.

White blood cell (WBC) detection plays a vital role in peripheral blood smear analysis. However, cel...

(1)
Sep 2022 36101492
Hint-Based Image Colorization Based on Hierarchical Vision Transformer.

Hint-based image colorization is an image-to-image translation task that aims at creating a full-col...

Sep 2022 36236517
Robotic radical distal gastrectomy for gastric cancer using the soft coagulation scissors technique.

We have developed a novel technique for safe and precise lymph-node dissection during robotic gastre...

Sep 2022 36169804
Temporal deep learning framework for retinopathy prediction in patients with type 1 diabetes.

The adoption of electronic health records in hospitals has ensured the availability of large dataset...

Sep 2022 36328668
Predicting the level of anemia among Ethiopian pregnant women using homogeneous ensemble machine learning algorithm.

BACKGROUND: More than 115,000 maternal deaths and 591,000 prenatal deaths occurred in the world per ...

Sep 2022 36138398
Robot-Assisted Versus Laparoscopic Approach for Splenectomy in Children: Systematic Review and Meta-Analysis.

To compare the outcomes of pediatric splenectomies for hematologic diseases performed by robot-assi...

Sep 2022 36126312
Effect and safety of diluted vasopressin injection on bleeding during robot-assisted laparoscopic myomectomy: a protocol for a randomised controlled pilot trial.

INTRODUCTION: Even though the injection of diluted vasopressin into the uterus is expected to reduce...

(1)
Sep 2022 36115677
Vessel and tissue recognition during third-space endoscopy using a deep learning algorithm.

In this study, we aimed to develop an artificial intelligence clinical decision support solution to ...

Sep 2022 36109151
Automatic whole blood cell analysis from blood smear using label-free multi-modal imaging with deep neural networks.

Whole blood cell analysis is widely used in medical applications since its results are indicators fo...

(1)
Sep 2022 36156229
How do I/we forecast tomorrow's transfusion? A focus on recipients' profiles.

Red blood cell (RBC) transfusion is a life-saving medical intervention and has an essential role in ...

Sep 2022 36108949
Artificial intelligence-based classification of peripheral blood nucleated cells using label-free imaging flow cytometry.

Label-free image identification of circulating rare cells, such as circulating tumor cells within pe...

Sep 2022 35942978
RCMNet: A deep learning model assists CAR-T therapy for leukemia.

Acute leukemia is a type of blood cancer with a high mortality rate. Current therapeutic methods inc...

Sep 2022 36155267
A novel combined deep learning methodology to non-invasively estimate hemoglobin levels in blood with high accuracy.

Hemoglobin is an essential protein found in blood and should not fall below a certain level in human...

Sep 2022 36195369
Performance analysis of the compact haematology analyser Sight OLO.

INTRODUCTION: Sight OLO is a compact full blood count (FBC) analyser that uses digital imaging techn...

Sep 2022 36081377
Neuroprotective and antioxidant activities of different polarity parts of the extracts of the leaf and rhizome from Yongzhou.

In order to make better use of the two local dominant plant resources of and from Yongzhou in Huna...

Sep 2022 36157036
Deep Learning Reconstruction Algorithm-Based MRI Image Evaluation of Edaravone in the Treatment of Lower Limb Ischemia-Reperfusion Injury.

This research aimed to evaluate the therapeutic effect of edaravone on lower limb ischemia-reperfusi...

Aug 2022 36105449
Biomedical Diagnosis of Leukemia Using a Deep Learner Classifier.

Leukemia cancer is the most common type of cancer that occurs in childhood. The most common types ar...

(1)
Aug 2022 36072723
Therapy resistance mechanisms in hematological malignancies.

Hematologic malignancies are model diseases for understanding neoplastic transformation and serve as...

Aug 2022 35962946
The current role of artificial intelligence in hemophilia.

INTRODUCTION: The utilization of artificial intelligence (AI) in hemophilia is still in its early ph...

(1)
Aug 2022 35980129
Artificial Intelligence and Machine Learning in Patient Blood Management: A Scoping Review.

Machine learning (ML) and artificial intelligence (AI) are widely used in many different fields of m...

(1)
Aug 2022 35977362
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