Pathology

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

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Machine learning derived input-function in a dynamic F-FDG PET study of mice.

Tracer kinetic modelling, based on dynamic F-fluorodeoxyglucose (FDG) positron emission tomography (...

Jan 2020 33438608
Classification and Prognosis Prediction from Histopathological Images of Hepatocellular Carcinoma by a Fully Automated Pipeline Based on Machine Learning.

OBJECTIVE: The aim of this study was to develop quantitative feature-based models from histopatholog...

Jan 2020 31916093
Differentiation of Small (≤ 4 cm) Renal Masses on Multiphase Contrast-Enhanced CT by Deep Learning.

This study evaluated the utility of a deep learning method for determining whether a small (≤ 4 cm)...

Jan 2020 31913072
Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model.

We aimed to develop a computer-aided diagnostic system (CAD) for predicting colorectal polyp histolo...

Jan 2020 31913337
Deep Learning-Based Super-resolution Ultrasound Speckle Tracking Velocimetry.

Deep ultrasound localization microscopy (deep-ULM) allows sub-wavelength resolution imaging with dee...

Jan 2020 31917044
Near real-time intraoperative brain tumor diagnosis using stimulated Raman histology and deep neural networks.

Intraoperative diagnosis is essential for providing safe and effective care during cancer surgery. T...

Jan 2020 31907460
A new deep learning method for image deblurring in optical microscopic systems.

Deconvolution is the most commonly used image processing method in optical imaging systems to remove...

Jan 2020 31845537
Breast tumor classification through learning from noisy labeled ultrasound images.

PURPOSE: To train deep learning models to differentiate benign and malignant breast tumors in ultras...

Dec 2019 31837239
Automatic identification of crossovers in cryo-EM images of murine amyloid protein A fibrils with machine learning.

Detecting crossovers in cryo-electron microscopy images of protein fibrils is an important step towa...

Dec 2019 31859366
Membranous Nephropathy with Rapid Progression.

We report a 49-year-old man with microscopic hematuria, subnephrotic proteinuria, and rapidly progre...

Dec 2019 32015602
Differentiation of thyroid nodules on US using features learned and extracted from various convolutional neural networks.

Thyroid nodules are a common clinical problem. Ultrasonography (US) is the main tool used to sensiti...

Dec 2019 31882683
Diagnosis of Parathyroid Adenomas with New Ultrasound Imaging Modalities.

Ultrasound technology is becoming an integral part of diagnosing parathyroid adenomas. Careful ultra...

Dec 2019 32025531
Machine Learning Methods for Computer-Aided Breast Cancer Diagnosis Using Histopathology: A Narrative Review.

Histopathology is a method used for breast cancer diagnosis. Machine learning (ML) methods have achi...

Dec 2019 31884065
Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification.

Deep learning approaches are widely applied to histopathological image analysis due to the impressiv...

Dec 2019 31880545
Learning the Macroscopic Flow Model of Short Fiber Suspensions from Fine-Scale Simulated Data.

Fiber-fiber interaction plays an important role in the evolution of fiber orientation in semi-concen...

Dec 2019 33285805
Visual Servoed Robotic Mouse Oocyte Rotation.

UNLABELLED: Both injection and biopsy of a mammalian cell require positioning and orientation of a b...

Dec 2019 31870976
Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets.

Many clinical studies have revealed the high biological similarities existing among different skin p...

Dec 2019 31871000
Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks.

Nowadays, Dynamic Contrast Enhanced-Magnetic Resonance Imaging (DCE-MRI) has demonstrated to be a va...

Dec 2019 32143788
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