Pathology

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

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HANN: A Hybrid Model for Liver Syndrome Classification by Feature Assortment Optimization.

Early detection of any sort of disease is mandatory for effective medical treatment. Medical diagnos...

Sep 2018 30259179
Automatic glomerular identification and quantification of histological phenotypes using image analysis and machine learning.

Current methods of scoring histological kidney samples, specifically glomeruli, do not allow for col...

Sep 2018 30256126
Aiding the Digital Mammogram for Detecting the Breast Cancer Using Shearlet Transform and Neural Network.

Objective: Breast Cancer is the most invasive disease and fatal disease next to lung cancer in human...

Sep 2018 30256567
Development and Validation of Deep Learning-based Automatic Detection Algorithm for Malignant Pulmonary Nodules on Chest Radiographs.

Purpose To develop and validate a deep learning-based automatic detection algorithm (DLAD) for malig...

Sep 2018 30251934
A Convolutional Neural Network Uses Microscopic Images to Differentiate between Mouse and Human Cell Lines and Their Radioresistant Clones.

: Artificial intelligence (AI) trained with a convolutional neural network (CNN) is a recent technol...

Sep 2018 30254144
Combining Desorption Electrospray Ionization Mass Spectrometry Imaging and Machine Learning for Molecular Recognition of Myocardial Infarction.

Lipid profile changes in heart muscle have been previously linked to cardiac ischemia and myocardial...

Sep 2018 30188683
Flexible Learning-Free Segmentation and Reconstruction of Neural Volumes.

Imaging is a dominant strategy for data collection in neuroscience, yielding stacks of images that o...

Sep 2018 30250218
Comprehensive urinary metabolomic characterization of a genetically induced mouse model of prostatic inflammation.

Dysfunction of the lower urinary tract commonly afflicts the middle-aged and aging male population. ...

Sep 2018 30872949
Molecular imaging with neural training of identification algorithm (neural network localization identification).

Superresolution localization microscopy strongly relies on robust identification algorithms for accu...

Sep 2018 30242941
Live-cell phenotypic-biomarker microfluidic assay for the risk stratification of cancer patients via machine learning.

The risk stratification of prostate cancer and breast cancer tumours from patients relies on histopa...

Sep 2018 30854249
Deep learning for classifying fibrotic lung disease on high-resolution computed tomography: a case-cohort study.

BACKGROUND: Based on international diagnostic guidelines, high-resolution CT plays a central part in...

Sep 2018 30232049
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA.

One of the methods for stratifying different molecular classes of breast cancer is the Nottingham pr...

Sep 2018 30183623
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.

Automated Gleason grading is an important preliminary step for quantitative histopathological featur...

Sep 2018 30243216
Microanalysis of video from a robotic surgical procedure: implications for observational learning in the robotic environment.

Without haptic feedback, robotic surgeons rely on visual processing to interpret the operative field...

Sep 2018 30173348
Support Vector Machines and logistic regression to predict temporal artery biopsy outcomes.

OBJECTIVE: Support vector machines (SVM) is a newer statistical method that has been reported to be ...

Aug 2018 30851764
Diagnostic performance of real-time robotic arm-assisted F-FDG PET/CT-guided percutaneous biopsy in metabolically active abdominal and pelvic lesions.

PURPOSE: To evaluate the feasibility and diagnostic performance of F-FDG PET/CT-guided biopsy of abd...

Aug 2018 30167803
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation.

Magnetic resonance imaging (MRI) is the non-invasive modality of choice for body tissue composition ...

Aug 2018 30176577
The usefulness of fine-needle aspirates for detection of recurrent carcinoma in the thyroid bed.

INTRODUCTION: Locoregional recurrence of thyroid carcinoma has a negative impact on patient prognosi...

Aug 2018 30929757
A deep convolutional neural network approach for astrocyte detection.

Astrocytes are involved in various brain pathologies including trauma, stroke, neurodegenerative dis...

Aug 2018 30150631
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