Pathology

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

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Machine Learning Interpretation of Extended Human Papillomavirus Genotyping by Onclarity in an Asian Cervical Cancer Screening Population.

This study aimed (i) to compare the performance of the BD Onclarity human papillomavirus (HPV) assay...

Nov 2019 31511337
Four transcription profile-based models identify novel prognostic signatures in oesophageal cancer.

Oesophageal cancer (ESCA) is a clinically challenging disease with poor prognosis and health-related...

Nov 2019 31746108
Deep supervised learning with mixture of neural networks.

Deep Neural Network (DNN), as a deep architectures, has shown excellent performance in classificatio...

Nov 2019 31980101
Energy enhanced tissue texture in spectral computed tomography for lesion classification.

Tissue texture reflects the spatial distribution of contrasts of image voxel gray levels, i.e., the ...

Nov 2019 32226923
Deep-UV excitation fluorescence microscopy for detection of lymph node metastasis using deep neural network.

Deep-UV (DUV) excitation fluorescence microscopy has potential to provide rapid diagnosis with simpl...

Nov 2019 31729459
impairs and mixed biofilm formation .

(CC), an Indonesian functional food, utilizes the bioactivity of essential oil (MCEO) to maintain ...

Nov 2019 32528653
CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms.

PURPOSE: As some of the most important factors for treatment decision of lung cancer (which is the d...

Nov 2019 31722085
Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs.

Background Multicenter studies are required to validate the added benefit of using deep convolutiona...

Nov 2019 31714194
DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome.

Despite great advances, molecular cancer pathology is often limited to the use of a small number of ...

Nov 2019 31712594
Non-invasive diagnosis of non-alcoholic steatohepatitis and fibrosis with the use of omics and supervised learning: A proof of concept study.

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) affects 25-30% of the general population and i...

Nov 2019 31711876
Sperm Tail Defects and Abnormal Testicular Blood Flow in a Beagle Dog: A Case Report.

A 5-year-old male Beagle dog produced ejaculates with a high percentage of spermatozoa with abnormal...

Nov 2019 32115074
Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features.

Lung cancer is considered as a deadliest disease worldwide due to which 1.76 million deaths occurred...

Nov 2019 31705347
Computer-assisted assessment of colonic polyp histopathology using probe-based confocal laser endomicroscopy.

INTRODUCTION: Probe-based confocal laser endomicroscopy (pCLE) is a promising modality for classifyi...

Nov 2019 31696259
Classification of Human White Blood Cells Using Machine Learning for Stain-Free Imaging Flow Cytometry.

Imaging flow cytometry (IFC) produces up to 12 spectrally distinct, information-rich images of singl...

Nov 2019 31688997
Machine Learning of Discriminative Gate Locations for Clinical Diagnosis.

High-throughput single-cell cytometry technologies have significantly improved our understanding of ...

Nov 2019 31691488
Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning.

We demonstrate that a deep neural network can be trained to virtually refocus a two-dimensional fluo...

Nov 2019 31686039
Automated classification of histopathology images using transfer learning.

Early and accurate diagnosis of diseases can often save lives. Diagnosis of diseases from tissue sam...

Nov 2019 31813483
Automated Breast Cancer Diagnosis Based on Machine Learning Algorithms.

There have been several empirical studies addressing breast cancer using machine learning and soft c...

Nov 2019 31814951
Breast Cancer Identification via Thermography Image Segmentation with a Gradient Vector Flow and a Convolutional Neural Network.

Breast cancer is the most common cancer among women worldwide with about half a million cases report...

Nov 2019 31915519
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