Pathology

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

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Identification of Hürthle cell cancers: solving a clinical challenge with genomic sequencing and a trio of machine learning algorithms.

BACKGROUND: Identification of Hürthle cell cancers by non-operative fine-needle aspiration biopsy (F...

Apr 2019 30952205
Generating retinal flow maps from structural optical coherence tomography with artificial intelligence.

Despite advances in artificial intelligence (AI), its application in medical imaging has been burden...

Apr 2019 30952891
Acute renal failure in systemic sclerosis revealing Goodpasture syndrome: "All that glitters is not scleroderma renal crisis".

The most common cause of acute renal failure in systemic sclerosis patients is scleroderma renal cri...

Apr 2019 35382400
Analyzing DNA methylation patterns in subjects diagnosed with schizophrenia using machine learning methods.

Schizophrenia is a common mental disorder with high heritability. It is genetically complex and to d...

Apr 2019 31022588
Automated classification of hepatocellular carcinoma differentiation using multiphoton microscopy and deep learning.

In the case of hepatocellular carcinoma (HCC) samples, classification of differentiation is crucial ...

Apr 2019 30868728
Low-Invasive Cell Injection based on Rotational Microrobot.

The advancement of cell injections has created a need for accurate, efficient, and low-invasive inje...

Apr 2019 32648674
Use of a molecular classifier to identify usual interstitial pneumonia in conventional transbronchial lung biopsy samples: a prospective validation study.

BACKGROUND: In the appropriate clinical setting, the diagnosis of idiopathic pulmonary fibrosis (IPF...

Apr 2019 30948346
Machine Learning Approach to find the relation between Endometriosis, benign breast disease, cystitis and non-toxic goiter.

The exact mechanism of endometriosis is unknown. The recommendation system (RS) based on item simila...

Apr 2019 30932000
Breast cancer histopathological image classification using convolutional neural networks with small SE-ResNet module.

Although successful detection of malignant tumors from histopathological images largely depends on t...

Mar 2019 30925170
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning.

Epidermal growth factor receptor (EGFR) genotyping is critical for treatment guidelines such as the ...

Mar 2019 30635290
CytoProcessorTM: A New Cervical Cancer Screening System for Remote Diagnosis.

BACKGROUND: Current automated cervical cytology screening systems still heavily depend on manipulati...

Mar 2019 30921788
Comparison between two programs for image analysis, machine learning and subsequent classification.

In the early 1950s, flow cytometry was developed as the first method for automated quantitative cell...

Mar 2019 31133239
Diagnosis of focal liver lesions from ultrasound using deep learning.

PURPOSE: The purpose of this study was to create an algorithm that simultaneously detects and charac...

Mar 2019 30926443
Evaluating reproducibility of AI algorithms in digital pathology with DAPPER.

Artificial Intelligence is exponentially increasing its impact on healthcare. As deep learning is ma...

Mar 2019 30917113
Application of deep learning-based computer-aided detection system: detecting pneumothorax on chest radiograph after biopsy.

OBJECTIVES: To retrospectively evaluate the diagnostic performance of a convolutional neural network...

Mar 2019 30915557
Smeared multiscale finite element model for electrophysiology and ionic transport in biological tissue.

Basic functions of living organisms are governed by the nervous system through bidirectional signals...

Mar 2019 31015049
Detection and characterization of MRI breast lesions using deep learning.

PURPOSE: The purpose of this study was to assess the potential of a deep learning model to discrimin...

Mar 2019 30926444
Mass Surveilance of -Smartphone-Based DIY Microscope and Machine-Learning-Based Approach for Worm Detection.

The nematode is often used as an alternative animal model due to several advantages such as morphol...

Mar 2019 30917520
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection.

Automated cell detection and localization from microscopy images are significant tasks in biomedical...

Mar 2019 30908206
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