Pathology

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

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Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm.

Renal segmentation is one of the most fundamental and challenging task in computer aided diagnosis s...

Nov 2018 30456668
Culture of Mesenchymal Stem Cells in a Hydrogel Model of Vocal Fold Lamina Propria.

Stem cell injection has been proposed as an alternative approach for the restoration of vocal fold (...

Nov 2018 33184606
Robot-assisted percutaneous placement of K-wires during minimally invasive interventions of the spine.

To assess the accuracy and time requirements of image-guided percutaneous K-wire insertion in the s...

Nov 2018 30428741
Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging.

OBJECTIVES: Preoperative, noninvasive prediction of the meningioma grade is important because it inf...

Nov 2018 30443758
Non-directed bronchial lavage is a safe method for sampling the respiratory tract in critically ill patient.

Ventilated patients are at risk of acquiring ventilator-associated pneumonia. Various techniques are...

Nov 2018 31447917
Neural network modelling of soft tissue deformation for surgical simulation.

This paper presents a new neural network methodology for modelling of soft tissue deformation for su...

Nov 2018 30446419
Automated assessment of breast cancer margin in optical coherence tomography images via pretrained convolutional neural network.

The benchmark method for the evaluation of breast cancers involves microscopic testing of a hematoxy...

Nov 2018 30318761
Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI.

Purpose To compare the diagnostic performance of radiomic analysis (RA) and a convolutional neural n...

Nov 2018 30422086
A neural network approach to analyze cross-sections of muscle fibers in pathological images.

Morphological characteristics of muscle fibers, such as their cross-sections, are important indicato...

Nov 2018 30463027
Determination of appropriate urine volume cutoff values for voided urine specimens to assess adequacy.

INTRODUCTION: Incorporating urine volume into adequacy assessment was recommended by The Paris Syste...

Nov 2018 31287425
A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation.

The size and shape of a nodule are the essential indicators of malignancy in lung cancer diagnosis. ...

Nov 2018 30418891
The effects of a therapeutic formalin bath on selected immunological and oxidative stress parameters in common carp (Cyprinus carpio).

Formalin is commonly used as a component of antiparasitic baths in fisheries. In this study the impa...

Nov 2018 30759552
Efficient automated detection of mitotic cells from breast histological images using deep convolution neutral network with wavelet decomposed patches.

In medical practice, the mitotic cell count from histological images acts as a proliferative marker ...

Nov 2018 30439598
Machine learning to predict lung nodule biopsy method using CT image features: A pilot study.

Computed tomography (CT)-based screening on lung cancer mortality is poised to make lung nodule mana...

Nov 2018 30448741
Mixture Model Segmentation System for Parasagittal Meningioma brain Tumor Classification based on Hybrid Feature Vector.

Meningioma is the one of the most common type of brain tumor, it as arises from the meninges and enc...

Nov 2018 30392052
Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images.

Histopathological examination is today's gold standard for cancer diagnosis. However, this task is t...

Nov 2018 30403624
A graph-based lesion characterization and deep embedding approach for improved computer-aided diagnosis of nonmass breast MRI lesions.

Nonmass-like enhancements are a common but diagnostically challenging finding in breast MRI. Nonmass...

Nov 2018 30412826
Simultaneous Cell Detection and Classification in Bone Marrow Histology Images.

Recently, deep learning frameworks have been shown to be successful and efficient in processing digi...

Oct 2018 30387756
Learning deep similarity metric for 3D MR-TRUS image registration.

PURPOSE: The fusion of transrectal ultrasound (TRUS) and magnetic resonance (MR) images for guiding ...

Oct 2018 30382457
Patch-based classification of thyroid nodules in ultrasound images using direction independent features extracted by two-threshold binary decomposition.

Ultrasound imaging of the thyroid gland is considered to be the best diagnostic choice for evaluatin...

Oct 2018 30453231
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