Pathology

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

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PRIMAGE project: predictive in silico multiscale analytics to support childhood cancer personalised evaluation empowered by imaging biomarkers.

PRIMAGE is one of the largest and more ambitious research projects dealing with medical imaging, art...

Apr 2020 32246291
A machine learning algorithm for simulating immunohistochemistry: development of SOX10 virtual IHC and evaluation on primarily melanocytic neoplasms.

Immunohistochemistry (IHC) is a diagnostic technique used throughout pathology. A machine learning a...

Apr 2020 32238879
Artificial intelligence and machine learning in nephropathology.

Artificial intelligence (AI) for the purpose of this review is an umbrella term for technologies emu...

Apr 2020 32475607
Evaluation of a Deep Neural Network for Automated Classification of Colorectal Polyps on Histopathologic Slides.

IMPORTANCE: Histologic classification of colorectal polyps plays a critical role in screening for co...

Apr 2020 32324237
Flexible Fitting of Small Molecules into Electron Microscopy Maps Using Molecular Dynamics Simulations with Neural Network Potentials.

Despite significant advances in resolution, the potential for cryo-electron microscopy (EM) to be us...

Mar 2020 32207947
Diagnosis of Thyroid Nodule with New Ultrasound Imaging Modalities.

B-mode ultrasound (US) technology is an integral part of diagnosing and assessing risk stratificati...

Mar 2020 32322606
Automated detection algorithm for C4d immunostaining showed comparable diagnostic performance to pathologists in renal allograft biopsy.

A deep learning-based image analysis could improve diagnostic accuracy and efficiency in pathology w...

Mar 2020 32218521
Ultrasound Image-Based Diagnosis of Malignant Thyroid Nodule Using Artificial Intelligence.

Computer-aided diagnosis systems have been developed to assist doctors in diagnosing thyroid nodules...

Mar 2020 32218230
Machine learning for cluster analysis of localization microscopy data.

Quantifying the extent to which points are clustered in single-molecule localization microscopy data...

Mar 2020 32198352
A convolutional neural network-based system to classify patients using FDG PET/CT examinations.

BACKGROUND: As the number of PET/CT scanners increases and FDG PET/CT becomes a common imaging modal...

Mar 2020 32183748
High-throughput quantitative histology in systemic sclerosis skin disease using computer vision.

BACKGROUND: Skin fibrosis is the clinical hallmark of systemic sclerosis (SSc), where collagen depos...

Mar 2020 32171325
Impact of machine-learning CT-derived fractional flow reserve for the diagnosis and management of coronary artery disease in the randomized CRESCENT trials.

OBJECTIVE: To determine the potential impact of on-site CT-derived fractional flow reserve (CT-FFR) ...

Mar 2020 32166492
A knowledge-driven feature learning and integration method for breast cancer diagnosis on multi-sequence MRI.

BACKGROUND: The classification of benign versus malignant breast lesions on multi-sequence Magnetic ...

Mar 2020 32173583
Deep learning algorithm for surveillance of pneumothorax after lung biopsy: a multicenter diagnostic cohort study.

OBJECTIVES: Pneumothorax is the most common and potentially life-threatening complication arising fr...

Mar 2020 32162001
AIBx, Artificial Intelligence Model to Risk Stratify Thyroid Nodules.

Current classification systems for thyroid nodules are very subjective. Artificial intelligence (AI...

Mar 2020 32013775
Learning-based estimation of dielectric properties and tissue density in head models for personalized radio-frequency dosimetry.

Radio-frequency dosimetry is an important process in assessments for human exposure safety and for c...

Mar 2020 32023556
Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders.

In this research, we present a semi-supervised segmentation solution using convolutional autoencoder...

Mar 2020 32168748
Portable deep learning singlet microscope.

Having the least lenses, the significant feature of the singlet imaging system, helps the developmen...

Mar 2020 32125774
Improving breast mass classification by shared data with domain transformation using a generative adversarial network.

Training of a convolutional neural network (CNN) generally requires a large dataset. However, it is ...

Mar 2020 32339129
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