Pathology

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

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Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning.

Delayed graft function (DGF) is a strong risk factor for development of interstitial fibrosis and tu...

May 2021 34006891
The in vitro micronucleus assay using imaging flow cytometry and deep learning.

The in vitro micronucleus (MN) assay is a well-established assay for quantification of DNA damage, a...

May 2021 34006858
Differential diagnosis of benign and malignant vertebral fracture on CT using deep learning.

OBJECTIVES: To evaluate the performance of deep learning using ResNet50 in differentiation of benign...

May 2021 33993335
Development and head-to-head comparison of machine-learning models to identify patients requiring prostate biopsy.

BACKGROUND: Machine learning has many attractive theoretic properties, specifically, the ability to ...

May 2021 33993876
ESUR/ESUI position paper: developing artificial intelligence for precision diagnosis of prostate cancer using magnetic resonance imaging.

Artificial intelligence developments are essential to the successful deployment of community-wide, M...

May 2021 33991226
Comparison of texture-based classification and deep learning for plantar soft tissue histology segmentation.

Histomorphological measurements can be used to identify microstructural changes related to disease p...

May 2021 34090017
Deep learning in histopathology: the path to the clinic.

Machine learning techniques have great potential to improve medical diagnostics, offering ways to im...

May 2021 33990804
Knowledge-infused Global-Local Data Fusion for Spatial Predictive Modeling in Precision Medicine.

The automated capability of generating spatial prediction for a variable of interest is desirable in...

May 2021 37700873
An open-source semi-automated robotics pipeline for embryo immunohistochemistry.

A significant challenge for developmental systems biology is balancing throughput with controlled co...

May 2021 33986394
Learning deep features for dead and living breast cancer cell classification without staining.

Automated cell classification in cancer biology is a challenging topic in computer vision and machin...

May 2021 33986434
A deep learning system to diagnose the malignant potential of urothelial carcinoma cells in cytology specimens.

BACKGROUND: Although deep learning algorithms for clinical cytology have recently been developed, th...

May 2021 33979039
Deep learning for predicting COVID-19 malignant progression.

As COVID-19 is highly infectious, many patients can simultaneously flood into hospitals for diagnosi...

May 2021 34051438
Two-step machine learning method for the rapid analysis of microvascular flow in intravital video microscopy.

Microvascular blood flow is crucial for tissue and organ function and is often severely affected by ...

May 2021 33976293
Weakly Supervised Histopathology Image Segmentation With Sparse Point Annotations.

Digital histopathology image segmentation can facilitate computer-assisted cancer diagnostics. Given...

May 2021 32931437
Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning.

Nucleus detection is a fundamental task in histological image analysis and an important tool for man...

May 2021 33211668
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis.

Owing to the high incidence rate and the severe impact of skin cancer, the precise diagnosis of mali...

May 2021 33449890
A method for utilizing automated machine learning for histopathological classification of testis based on Johnsen scores.

We examined whether a tool for determining Johnsen scores automatically using artificial intelligenc...

May 2021 33967273
High-resolution single-shot phase-shifting interference microscopy using deep neural network for quantitative phase imaging of biological samples.

White light phase-shifting interference microscopy (WL-PSIM) is a prominent technique for high-resol...

May 2021 33913255
Digital Frozen Sections with Fluorescence Confocal Microscopy During Robot-assisted Radical Prostatectomy: Surgical Technique.

BACKGROUND: Robot-assisted radical prostatectomy (RARP) involves a tradeoff between oncological cont...

May 2021 33965288
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