Pathology

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

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Deep neural network models for computational histopathology: A survey.

Histopathological images contain rich phenotypic information that can be used to monitor underlying ...

Sep 2020 33049577
Virus identification in electron microscopy images by residual mixed attention network.

BACKGROUND AND OBJECTIVE: Virus identification in electron microscopy (EM) images is considered as o...

Sep 2020 33059061
Deep learning quantification of percent steatosis in donor liver biopsy frozen sections.

BACKGROUND: Pathologist evaluation of donor liver biopsies provides information for accepting or dis...

Sep 2020 32980688
Pollen analysis using multispectral imaging flow cytometry and deep learning.

Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...

Sep 2020 32803754
Detecting mouse squamous cell carcinoma from submicron full-field optical coherence tomography images by deep learning.

The standard medical practice for cancer diagnosis requires histopathology, which is an invasive and...

Sep 2020 32888382
Deriving new soft tissue contrasts from conventional MR images using deep learning.

Versatile soft tissue contrast in magnetic resonance imaging is a unique advantage of the imaging mo...

Sep 2020 32956805
Machine-assisted interpretation of auramine stains substantially increases through-put and sensitivity of microscopic tuberculosis diagnosis.

Of all bacterial infectious diseases, infection by Mycobacterium tuberculosis poses one of the highe...

Sep 2020 33010589
Digital Biopsy with Fluorescence Confocal Microscope for Effective Real-time Diagnosis of Prostate Cancer: A Prospective, Comparative Study.

BACKGROUND: A microscopic analysis of tissue is the gold standard for cancer detection. Hematoxylin-...

Sep 2020 32952095
Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging.

The segmentation of neoplasms is an important part of radiotherapy treatment planning, monitoring di...

Sep 2020 32674075
A comparison of the efficacy, safety, and duration of frame-based and Remebot robot-assisted frameless stereotactic biopsy.

OBJECTIVE: The aim of this study was to compare the efficacy, safety, and duration of Remebot robot-...

Sep 2020 32940070
The Use of Quantitative Digital Pathology to Measure Proteoglycan and Glycosaminoglycan Expression and Accumulation in Healthy and Diseased Tissues.

Advances in reagents, methodologies, analytic platforms, and tools have resulted in a dramatic trans...

Sep 2020 32936035
Musculoskeletal trauma imaging in the era of novel molecular methods and artificial intelligence.

Over the past decade rapid advancements in molecular imaging (MI) and artificial intelligence (AI) h...

Sep 2020 32972725
Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project.

An important need exists to better understand and stratify kidney disease according to its underlyin...

Sep 2020 32939051
Deep-learning-assisted biophysical imaging cytometry at massive throughput delineates cell population heterogeneity.

The association of the intrinsic optical and biophysical properties of cells to homeostasis and path...

Sep 2020 32935707
Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks.

BACKGROUND AND OBJECTIVES: Immunohistopathology is an essential technique in the diagnostic workflow...

Sep 2020 32938617
Modeling adult skeletal stem cell response to laser-machined topographies through deep learning.

The response of adult human bone marrow stromal stem cells to surface topographies generated through...

Sep 2020 32977273
Machine Learning-Based MRI Texture Analysis to Predict the Histologic Grade of Oral Squamous Cell Carcinoma.

This study aimed to explore the performance of machine learning (ML)-based MRI texture analysis in ...

Sep 2020 32930606
Artificial Intelligence and Machine Learning in Nuclear Medicine: Future Perspectives.

Artificial intelligence and machine learning based approaches are increasingly finding their way int...

Sep 2020 33509373
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