Hematology

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

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Automatic Segmentation of the Fetus in 3D Magnetic Resonance Images Using Deep Learning: Accurate and Fast Fetal Volume Quantification for Clinical Use.

Magnetic resonance imaging (MRI) provides images for estimating fetal volume and weight, but manual ...

Nov 2022 36334112
Deep learning application of the discrimination of bone marrow aspiration cells in patients with myelodysplastic syndromes.

Myelodysplastic syndromes (MDS) are a group of hematologic neoplasms accompanied by dysplasia of the...

Nov 2022 36333407
MC-UNet: Multimodule Concatenation Based on U-Shape Network for Retinal Blood Vessels Segmentation.

Accurate retinal blood vessels segmentation is an important step in the clinical diagnosis of ophtha...

(1)
Nov 2022 36387767
Multiplexed high-throughput immune cell imaging reveals molecular health-associated phenotypes.

Phenotypic plasticity is essential to the immune system, yet the factors that shape it are not fully...

Nov 2022 36322666
A routine de-airing method for total endoscopic robot-assisted mitral valve repair.

Intraoperative water testing is essential for assessing mitral valve morphology and degree of residu...

Oct 2022 36309920
Classification of peripheral blood neutrophils using deep learning.

Deep learning has been used to classify the while blood cells in peripheral blood smears. However, t...

Oct 2022 36268593
Long-term comparative outcome analysis of a robot-assisted laparoscopic prostatectomy with retropubic radical prostatectomy by a single surgeon.

We aimed to report a comprehensive outcome analysis of robot-assisted laparoscopic prostatectomies (...

(2)
Oct 2022 36306101
Methodologies and Emerging Technologies for the Evaluation of the Hematopoietic System.

Hematology and bone marrow analysis is central to our understanding of the hematopoietic system and ...

Oct 2022 36305575
Data augmentation with improved regularisation and sampling for imbalanced blood cell image classification.

Due to progression in cell-cycle or duration of storage, classification of morphological changes in ...

(1)
Oct 2022 36302948
Perioperative Red Cell Line Trend following Robot-Assisted Radical Prostatectomy for Prostate Cancer.

Background and Objective: Blood loss represents a long-standing concern of radical prostatectomy (RP...

(1)
Oct 2022 36363477
Deep learning-based prediction of coronary artery stenosis resistance.

Coronary artery stenosis resistance (SR) is a key factor for noninvasive calculations of fractional ...

(9)
Oct 2022 36269648
Do you need sharpened details? Asking MMDC-Net: Multi-layer multi-scale dilated convolution network for retinal vessel segmentation.

Convolutional neural networks (CNN), especially numerous U-shaped models, have achieved great progre...

Oct 2022 37859292
Analysis of Characteristic Factors of Nursing Safety Incidents in ENT Surgery by Deep Learning-Based Medical Data Association Rules Method.

It is of great significance to explore the characteristic factors of postoperative nursing safety ev...

Oct 2022 36277009
Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records.

Type 2 diabetes mellitus (T2DM) is a highly heterogeneous chronic disease with different pathophysio...

Oct 2022 36216232
Artificial intelligence in hematological diagnostics: Game changer or gadget?

The future of clinical diagnosis and treatment of hematologic diseases will inevitably involve the i...

(1)
Oct 2022 36241586
Space-time-regulated imaging analyzer for smart coagulation diagnosis.

The development of intelligent blood coagulation diagnoses is awaited to meet the current need for l...

Oct 2022 36206751
Evaluation of two semi-supervised learning methods and their combination for automatic classification of bone marrow cells.

Differential bone marrow (BM) cell counting is an important test for the diagnosis of various hemato...

Oct 2022 36202847
Identification of blood species based on surface-enhanced Raman scattering spectroscopy and convolutional neural network.

The identification of blood species is of great significance in many aspects such as forensic scienc...

(1)
Oct 2022 36151762
Transfusion-associated hyperkalemia in pediatric population: Analyses for risk factors and recommendations.

BACKGROUND: Transfusion-associated hyperkalemia (TAH) is a potentially life-threatening complication...

Oct 2022 36194042
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