Pathology

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

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Soft tissue deformation modelling through neural dynamics-based reaction-diffusion mechanics.

Soft tissue deformation modelling forms the basis of development of surgical simulation, surgical pl...

May 2018 29845488
Automatic Robotic Steering of Flexible Needles from 3D Ultrasound Images in Phantoms and Ex Vivo Biological Tissue.

Robotic control of needle bending aims at increasing the precision of percutaneous procedures. Ultra...

May 2018 29845413
Fine-grained leukocyte classification with deep residual learning for microscopic images.

BACKGROUND AND OBJECTIVE: Leukocyte classification and cytometry have wide applications in medical d...

May 2018 29903491
Mapping Cellular Polarity Networks Using Mass Spectrometry-based Strategies.

Cell polarity is a vital biological process involved in the building, maintenance and normal functio...

May 2018 29782831
Segmentation of histological images and fibrosis identification with a convolutional neural network.

Segmentation of histological images is one of the most crucial tasks for many biomedical analyses in...

May 2018 29793096
Visualizing histopathologic deep learning classification and anomaly detection using nonlinear feature space dimensionality reduction.

BACKGROUND: There is growing interest in utilizing artificial intelligence, and particularly deep le...

May 2018 29769044
Neural network control of focal position during time-lapse microscopy of cells.

Live-cell microscopy is quickly becoming an indispensable technique for studying the dynamics of cel...

May 2018 29743647
Optimized generation of high-resolution phantom images using cGAN: Application to quantification of Ki67 breast cancer images.

In pathology, Immunohistochemical staining (IHC) of tissue sections is regularly used to diagnose an...

May 2018 29742125
Pharmaceutical Machine Learning: Virtual High-Throughput Screens Identifying Promising and Economical Small Molecule Inhibitors of Complement Factor C1s.

When excessively activated, C1 is insufficiently regulated, which results in tissue damage. Such tis...

May 2018 29735903
Semantic segmentation of mFISH images using convolutional networks.

Multicolor in situ hybridization (mFISH) is a karyotyping technique used to detect major chromosomal...

Apr 2018 29710381
Automated pixel-wise brain tissue segmentation of diffusion-weighted images via machine learning.

The diffusion-weighted (DW) MR signal sampled over a wide range of b-values potentially allows for t...

Apr 2018 29697165
MuDeRN: Multi-category classification of breast histopathological image using deep residual networks.

MOTIVATION: Identifying carcinoma subtype can help to select appropriate treatment options and deter...

Apr 2018 29705552
An improved deep learning approach for detection of thyroid papillary cancer in ultrasound images.

Unlike daily routine images, ultrasound images are usually monochrome and low-resolution. In ultraso...

Apr 2018 29700427
Assessing Breast Cancer Risk with an Artificial Neural Network.

Objectives: Radiologists face uncertainty in making decisions based on their judgment of breast canc...

Apr 2018 29693975
Absolute cosine-based SVM-RFE feature selection method for prostate histopathological grading.

OBJECTIVE: Feature selection (FS) methods are widely used in grading and diagnosing prostate histopa...

Apr 2018 29680688
Deep Convolutional Hashing for Low-Dimensional Binary Embedding of Histopathological Images.

Compact binary representations of histopa-thology images using hashing methods provide efficient app...

Apr 2018 29993648
Inferring Clinical Correlations from EEG Reports with Deep Neural Learning.

Successful diagnosis and management of neurological dysfunction relies on proper communication betwe...

Apr 2018 29854143
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.

Gleason grading of histological images is important in risk assessment and treatment planning for pr...

Apr 2018 29854182
Identifying tumor in pancreatic neuroendocrine neoplasms from Ki67 images using transfer learning.

The World Health Organization (WHO) has clear guidelines regarding the use of Ki67 index in defining...

Apr 2018 29649302
Prevalence and genotypes of Giardia lamblia from stray dogs and cats in Guangdong, China.

Giardia lamblia is a worldwide zoonotic intestinal parasite that infects humans and a wide range of ...

Apr 2018 31014884
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