Pathology

Pathology

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

10,223 articles

Showing 5188-5208 of 10,223 articles

Machine Learning for Rapid Magnetic Resonance Fingerprinting Tissue Property Quantification.

Magnetic Resonance Fingerprinting (MRF) is an MRI-based method that can provide quantitative maps of...

Sep 2019 33132408

Post-processing radio-frequency signal based on deep learning method for ultrasonic microbubble imaging.

BACKGROUND: Improving imaging quality is a fundamental problem in ultrasound contrast agent imaging ...

Sep 2019 31511011

Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data.

Facetto is a scalable visual analytics application that is used to discover single-cell phenotypes i...

Sep 2019 31514138

nanite: using machine learning to assess the quality of atomic force microscopy-enabled nano-indentation data.

BACKGROUND: Atomic force microscopy (AFM) allows the mechanical characterization of single cells and...

Sep 2019 31500563

LDAPred: A Method Based on Information Flow Propagation and a Convolutional Neural Network for the Prediction of Disease-Associated lncRNAs.

Long non-coding RNAs (lncRNAs) play a crucial role in the pathogenesis and development of complex di...

Sep 2019 31510011

Machine learning applications in the diagnosis of leukemia: Current trends and future directions.

Machine learning (ML) offers opportunities to advance pathological diagnosis, especially with increa...

Sep 2019 31498973

Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks.

Accurate diagnosis of thyroid nodules using ultrasonography is a valuable but tough task even for ex...

Sep 2019 31520984

Deep Learning-Based Histopathologic Assessment of Kidney Tissue.

BACKGROUND: The development of deep neural networks is facilitating more advanced digital analysis o...

Sep 2019 31488607

Gabor wavelet-based deep learning for skin lesion classification.

Skin cancer cases are increasing and becoming one of the main problems worldwide. Skin cancer is kno...

Sep 2019 31499395

Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features.

To predict lung nodule malignancy with a high sensitivity and specificity for low dose CT (LDCT) lun...

Sep 2019 31307017

Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting.

Cellular microscopy images contain rich insights about biology. To extract this information, researc...

Sep 2019 31479439

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.

Histopathology image analysis serves as the gold standard for cancer diagnosis. Efficient and precis...

Sep 2019 31484154

RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification.

The whole slide histopathology images (WSIs) play a critical role in gastric cancer diagnosis. Howev...

Aug 2019 31499320

Robotic platform for microinjection into single cells in brain tissue.

Microinjection into single cells in brain tissue is a powerful technique to study and manipulate neu...

Aug 2019 31469223

Prediction of Immunohistochemistry of Suspected Thyroid Nodules by Use of Machine Learning-Based Radiomics.

The purpose of this study was to develop and validate a radiomics model for evaluating immunohistoc...

Aug 2019 31461321

An Effective CNN Method for Fully Automated Segmenting Subcutaneous and Visceral Adipose Tissue on CT Scans.

One major role of an accurate distribution of abdominal adipose tissue is to predict disease risk. T...

Aug 2019 31451989

Design and control of a MRI-compatible pneumatic needle puncture robot.

Percutaneous needle puncture operation is widely used in the image-guided interventions, including b...

Aug 2019 31448960

Caveolae and scaffold detection from single molecule localization microscopy data using deep learning.

Caveolae are plasma membrane invaginations whose formation requires caveolin-1 (Cav1), the adaptor p...

Aug 2019 31449531

A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI.

The segmentation of brain tissue in MRI is valuable for extracting brain structure to aid diagnosis,...

Aug 2019 31449009

Automated classification of gastric neoplasms in endoscopic images using a convolutional neural network.

BACKGROUND: Visual inspection, lesion detection, and differentiation between malignant and benign fe...

Aug 2019 31443108

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology.

Stain variation is a phenomenon observed when distinct pathology laboratories stain tissue slides th...

Aug 2019 31466046

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