Pathology

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

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Learning to detect lymphocytes in immunohistochemistry with deep learning.

The immune system is of critical importance in the development of cancer. The evasion of destruction...

Aug 2019 31476576
Flow regime identification for air valves failure evaluation in water pipelines using pressure data.

Air valve failure can cause air accumulation and result in a loss of carrying capacity, pipe vibrati...

Aug 2019 31472334
Performance of an artificial intelligence algorithm for reporting urine cytopathology.

BACKGROUND: Unlike Papanicolaou tests, there are no commercially available computer-assisted automat...

Aug 2019 31412169
Unsupervised method for normalization of hematoxylin-eosin stain in histological images.

Histological images stained with hematoxylin-eosin are widely used by pathologists for cancer diagno...

Aug 2019 31539863
Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis.

Lung cancer is the leading cause of cancer deaths worldwide and early diagnosis of lung nodule is of...

Aug 2019 31403410
Classification and Segmentation of Hyperspectral Data of Hepatocellular Carcinoma Samples Using 1-D Convolutional Neural Network.

Pathological diagnosis plays an important role in the diagnosis and treatment of hepatocellular carc...

Aug 2019 31403260
An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis.

The microscopic assessment of tissue samples is instrumental for the diagnosis and staging of cancer...

Aug 2019 31406351
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets.

Cancer has been one of the most threatening diseases to human health. There have been many efforts d...

Aug 2019 31454710
Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network.

BACKGROUND AND OBJECTIVES: Fungal keratitis is caused by inflammation of the cornea that results fro...

Aug 2019 31421868
Artificial intelligence in digital pathology - new tools for diagnosis and precision oncology.

In the past decade, advances in precision oncology have resulted in an increased demand for predicti...

Aug 2019 31399699
Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data.

Recent research revealed the superiority of artificial intelligence over dermatologists to diagnose ...

Aug 2019 31401471
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.

Immunohistochemistry (IHC) of ER, PR, and Ki-67 are routinely used assays in breast cancer diagnosti...

Aug 2019 31398111
Radiomics versus Visual and Histogram-based Assessment to Identify Atheromatous Lesions at Coronary CT Angiography: An ex Vivo Study.

Background Visual and histogram-based assessments of coronary CT angiography have limited accuracy i...

Aug 2019 31385755
Improving the Rate of Translation of Tissue Engineering Products.

Over 100 000 research articles and 9000 patents have been published on tissue engineering (TE) in th...

Aug 2019 31386306
Learning-based single-step quantitative susceptibility mapping reconstruction without brain extraction.

Quantitative susceptibility mapping (QSM) estimates the underlying tissue magnetic susceptibility fr...

Aug 2019 31377323
Deep learning-based color holographic microscopy.

We report a framework based on a generative adversarial network that performs high-fidelity color im...

Aug 2019 31309728
Characterization of Nanoscale Organization of F-Actin in Morphologically Distinct Dendritic Spines Using Supervised Learning.

The cytoarchitecture of a neuron is very important in defining morphology and ultrastructure. Althou...

Aug 2019 31311803
Artificial intelligence for microscopy: what you should know.

Artificial Intelligence based on Deep Learning (DL) is opening new horizons in biomedical research a...

Jul 2019 31366471
Support Vector Machine Classification of Nonmelanoma Skin Lesions Based on Fluorescence Lifetime Imaging Microscopy.

Early diagnosis of malignant skin lesions is critical for prompt treatment and a clinical prognosis ...

Jul 2019 31314502
A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images.

This paper addresses the task of nuclei segmentation in high-resolution histopathology images. We pr...

Jul 2019 31346949
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