Pathology

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

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AI-powered transmitted light microscopy for functional analysis of live cells.

Transmitted light microscopy can readily visualize the morphology of living cells. Here, we introduc...

Dec 2019 31804589
Orbit image analysis machine learning software can be used for the histological quantification of acute ischemic stroke blood clots.

Our aim was to assess the utility of a novel machine learning software (Orbit Image Analysis) in the...

Dec 2019 31805096
Computer-Aided Diagnosis Systems in Diagnosing Malignant Thyroid Nodules on Ultrasonography: A Systematic Review and Meta-Analysis.

BACKGROUND: Computer-aided diagnosis (CAD) systems are being applied to the ultrasonographic diagnos...

Dec 2019 32903956
Automated oral squamous cell carcinoma identification using shape, texture and color features of whole image strips.

Despite profound knowledge of the incidence of oral cancers and a large body of research beyond it, ...

Dec 2019 32223950
Epithelium segmentation and automated Gleason grading of prostate cancer via deep learning in label-free multiphoton microscopic images.

In the current clinical care practice, Gleason grading system is one of the most powerful prognostic...

Dec 2019 31710780
Twin Robotic X-Ray System for 3D Cone-Beam CT of the Wrist: An Evaluation of Image Quality and Radiation Dose.

The purpose of this study was to assess image quality and radiation dose of a novel twin robotic x-...

Dec 2019 31799871
ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images.

The rise of data science is leading to new paradigms in data-driven materials discovery. This carrie...

Dec 2019 31714792
Graph temporal ensembling based semi-supervised convolutional neural network with noisy labels for histopathology image analysis.

Although convolutional neural networks have achieved tremendous success on histopathology image clas...

Dec 2019 31841948
CDSeq: A novel complete deconvolution method for dissecting heterogeneous samples using gene expression data.

Quantifying cell-type proportions and their corresponding gene expression profiles in tissue samples...

Dec 2019 31790389
A novel hybrid atlas-free hierarchical graph-based segmentation of newborn brain MRI using wavelet filter banks.

: The newborn brain MRI (magnetic resonance imaging) tissue segmentation plays a vital part in asses...

Dec 2019 31790318
Histopathology-guided mass spectrometry differentiates benign nevi from malignant melanoma.

PURPOSE: Distinguishing benign nevi from malignant melanoma using current histopathological criteria...

Nov 2019 31697431
An interpretation algorithm for molecular diagnosis of bacterial vaginosis in a maternity hospital using machine learning: proof-of-concept study.

Allplex Bacterial vaginosis assay (Seegene, South Korea) is a molecular test for bacterial vaginosis...

Nov 2019 31836253
Artificial Intelligence (AI) in Rare Diseases: Is the Future Brighter?

The amount of data collected and managed in (bio)medicine is ever-increasing. Thus, there is a need ...

Nov 2019 31783696
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification.

PURPOSE: Diagnosis of lung cancer requires radiologists to review every lung nodule in CT images. Su...

Nov 2019 31768885
Robot-assisted flexible needle insertion using universal distributional deep reinforcement learning.

PURPOSE: Flexible needle insertion is an important minimally invasive surgery approach for biopsy an...

Nov 2019 31768886
Continuous-Flow Left Ventricular Assist Devices and Valvular Heart Disease: A Comprehensive Review.

Mechanical circulatory support with implantable durable continuous-flow left ventricular assist devi...

Nov 2019 32036866
Development of a Deep Learning Algorithm for the Histopathologic Diagnosis and Gleason Grading of Prostate Cancer Biopsies: A Pilot Study.

BACKGROUND: The pathologic diagnosis and Gleason grading of prostate cancer are time-consuming, erro...

Nov 2019 31767543
Isolated Hepatic Metastasis of Prostate Cancer with Variable F-fluociclovine Uptake by PET/CT Imaging.

A 74-year-old man presented with rapid rising prostate-specific antigen (PSA) 2 years after treatmen...

Nov 2019 32206132
Multiparametric deep learning tissue signatures for a radiological biomarker of breast cancer: Preliminary results.

PURPOSE: Deep learning is emerging in radiology due to the increased computational capabilities avai...

Nov 2019 31598978
Human peripheral blood leukocyte classification method based on convolutional neural network and data augmentation.

PURPOSE: Human peripheral blood leukocytes' classification is important for diagnosing blood disease...

Nov 2019 31691975
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