Pathology

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

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Evaluating Very Deep Convolutional Neural Networks for Nucleus Segmentation from Brightfield Cell Microscopy Images.

Advances in microscopy have increased output data volumes, and powerful image analysis methods are r...

Jun 2021 34167359
Tissue outcome prediction in hyperacute ischemic stroke: Comparison of machine learning models.

Machine Learning (ML) has been proposed for tissue fate prediction after acute ischemic stroke (AIS)...

Jun 2021 34159824
Semi-Automated Determination of Heavy Metals in Autopsy Tissue Using Robot-Assisted Sample Preparation and ICP-MS.

The endoprosthetic care of hip and knee joints introduces multiple materials into the human body. Me...

Jun 2021 34201553
Tip estimation approach for concentric tube robots using 2D ultrasound images and kinematic model.

Concentric tube robot (CTR) is an efficient approach for minimally invasive surgery (MIS) and diagno...

Jun 2021 34156603
The Impact of New Surgical Techniques on Geographical Unwarranted Variation: The Case of Benign Hysterectomy.

Since the 1980s, the international literature has reported variations for healthcare services, espec...

Jun 2021 34206452
Deep learning-based framework for the distinction of membranous nephropathy: a new approach through hyperspectral imagery.

BACKGROUND: Common subtypes seen in Chinese patients with membranous nephropathy (MN) include idiopa...

Jun 2021 34147076
Deep learning of HIV field-based rapid tests.

Although deep learning algorithms show increasing promise for disease diagnosis, their use with rapi...

Jun 2021 34140702
Combining machine learning and nanopore construction creates an artificial intelligence nanopore for coronavirus detection.

High-throughput, high-accuracy detection of emerging viruses allows for the control of disease outbr...

Jun 2021 34140500
Practical segmentation of nuclei in brightfield cell images with neural networks trained on fluorescently labelled samples.

Identifying nuclei is a standard first step when analysing cells in microscopy images. The tradition...

Jun 2021 34081320
Deep learning for diagnosis and survival prediction in soft tissue sarcoma.

BACKGROUND: Clinical management of soft tissue sarcoma (STS) is particularly challenging. Here, we u...

Jun 2021 34139273
Deep learning for discovering pathological continuum of crypts and evaluating therapeutic effects: An implication for in vivo preclinical study.

Applying deep learning to the field of preclinical in vivo studies is a new and exciting prospect wi...

Jun 2021 34125849
Artificial Intelligence and Cellular Segmentation in Tissue Microscopy Images.

With applications in object detection, image feature extraction, image classification, and image seg...

Jun 2021 34129842
Deep-learning based classification distinguishes sarcomatoid malignant mesotheliomas from benign spindle cell mesothelial proliferations.

Sarcomatoid mesothelioma is an aggressive malignancy that can be challenging to distinguish from ben...

Jun 2021 34112957
MDC-net: A new convolutional neural network for nucleus segmentation in histopathology images with distance maps and contour information.

Accurate segmentation of nuclei in digital pathology images can assist doctors in diagnosing disease...

Jun 2021 34146800
Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears.

Technical advancements significantly improve earlier diagnosis of cervical cancer, but accurate diag...

Jun 2021 34112790
Deep probabilistic tracking of particles in fluorescence microscopy images.

Tracking of particles in temporal fluorescence microscopy image sequences is of fundamental importan...

Jun 2021 34229189
Machine learning classification of origins and varieties of Tetrastigma hemsleyanum using a dual-mode microscopic hyperspectral imager.

A dual-mode microscopic hyperspectral imager (DMHI) combined with a machine learning algorithm for t...

Jun 2021 34119773
The patient-side surgeon plays a key role in facilitating robot-assisted intracorporeal ileal conduit urinary diversion in men.

The influence of the console surgeon on the feasibility and outcome of various robot-assisted surger...

Jun 2021 34081290
Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.

OBJECTIVE: Modeling variable-sized regions of interest (ROIs) in whole slide images using deep convo...

Jun 2021 33166257
Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of Femoral Head.

As the first diagnostic imaging modality of avascular necrosis of the femoral head (AVNFH), accurate...

Jun 2021 33170788
Integration of CNN, CBMIR, and Visualization Techniques for Diagnosis and Quantification of Covid-19 Disease.

Diagnosis techniques based on medical image modalities have higher sensitivities compared to convent...

Jun 2021 33735088
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