Pathology

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

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Prediction of cause of death from forensic autopsy reports using text classification techniques: A comparative study.

OBJECTIVES: Automatic text classification techniques are useful for classifying plaintext medical do...

Jul 2017 29801951
ISOWN: accurate somatic mutation identification in the absence of normal tissue controls.

BACKGROUND: A key step in cancer genome analysis is the identification of somatic mutations in the t...

Jun 2017 28659176
A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation.

Breast cancer is the most common cause of cancer death in women. Today, post-transcriptional protein...

Jun 2017 28663073
Assessment of pose repeatability and specimen repositioning of a robotic joint testing platform.

This paper describes the quantitative assessment of a robotic testing platform, consisting of an ind...

Jun 2017 28651855
Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model.

Automated breast cancer multi-classification from histopathological images plays a key role in compu...

Jun 2017 28646155
The association of benign prostatic hyperplasia with lower urinary tract stones in adult men: A retrospective multicenter study.

OBJECTIVE: To examine the relationship between benign prostatic hyperplasia (BPH) and the presence o...

Jun 2017 29736374
Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology.

Deep learning using convolutional neural networks is an actively emerging field in histological imag...

Jun 2017 28676295
AutoIHC-scoring: a machine learning framework for automated Allred scoring of molecular expression in ER- and PR-stained breast cancer tissue.

In prognostic evaluation of breast cancer Immunohistochemical (IHC) markers namely, oestrogen recept...

Jun 2017 28613390
Pathophysiology of clinical benign prostatic hyperplasia.

A disease can be defined as an abnormal anatomy (pathology) and/or function (physiology) that may ca...

Jun 2017 29264224
An Advanced Deep Learning Approach for Ki-67 Stained Hotspot Detection and Proliferation Rate Scoring for Prognostic Evaluation of Breast Cancer.

Being a non-histone protein, Ki-67 is one of the essential biomarkers for the immunohistochemical as...

Jun 2017 28607456
Classification of cardiovascular tissues using LBP based descriptors and a cascade SVM.

BACKGROUND AND OBJECTIVE: Histological images have characteristics, such as texture, shape, colour a...

Jun 2017 28734525
Automated histological classification of whole-slide images of gastric biopsy specimens.

BACKGROUND: Automated image analysis has been developed currently in the field of surgical pathology...

Jun 2017 28577229
Classification of breast cancer histology images using Convolutional Neural Networks.

Breast cancer is one of the main causes of cancer death worldwide. The diagnosis of biopsy tissue wi...

Jun 2017 28570557
Pilot Study on the Performance of a New System for Image Based Analysis of Peripheral Blood Smears on Normal Samples.

Image analysis based automated systems aiming to automate the manual microscopic review of periphera...

May 2017 29398811
Classification of Paediatric Inflammatory Bowel Disease using Machine Learning.

Paediatric inflammatory bowel disease (PIBD), comprising Crohn's disease (CD), ulcerative colitis (U...

May 2017 28546534
DeepPap: Deep Convolutional Networks for Cervical Cell Classification.

Automation-assisted cervical screening via Pap smear or liquid-based cytology (LBC) is a highly effe...

May 2017 28541229
Deep monocular 3D reconstruction for assisted navigation in bronchoscopy.

PURPOSE: In bronchoschopy, computer vision systems for navigation assistance are an attractive low-c...

May 2017 28508345
A fourth order PDE based fuzzy c- means approach for segmentation of microscopic biopsy images in presence of Poisson noise for cancer detection.

BACKGROUND AND OBJECTIVE: For cancer detection from microscopic biopsy images, image segmentation st...

May 2017 28688490
Computed tomography (CT)-compatible remote center of motion needle steering robot: Fusing CT images and electromagnetic sensor data.

Lung cancer is the most common cause of cancer-related death, and early detection can reduce the mor...

May 2017 28512000
A structured latent model for ovarian carcinoma subtyping from histopathology slides.

Accurate subtyping of ovarian carcinomas is an increasingly critical and often challenging diagnosti...

May 2017 28521242
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