Pathology

Pathology

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

10,203 articles

Showing 4243-4263 of 10,203 articles

Prediction of In Vivo Laser-Induced Thermal Damage with Hyperspectral Imaging Using Deep Learning.

Thermal ablation is an acceptable alternative treatment for primary liver cancer, of which laser abl...

Oct 2021 34696147

Automatic identification of triple negative breast cancer in ultrasonography using a deep convolutional neural network.

Triple negative (TN) breast cancer is a subtype of breast cancer which is difficult for early detect...

Oct 2021 34650065

Self-supervised driven consistency training for annotation efficient histopathology image analysis.

Training a neural network with a large labeled dataset is still a dominant paradigm in computational...

Oct 2021 34717189

Deep embeddings and logistic regression for rapid active learning in histopathological images.

BACKGROUND AND OBJECTIVE: Recognizing different tissue components is one of the most fundamental and...

Oct 2021 34736166

Weakly supervised learning for classification of lung cytological images using attention-based multiple instance learning.

In cytological examination, suspicious cells are evaluated regarding malignancy and cancer type. To ...

Oct 2021 34645863

BCHisto-Net: Breast histopathological image classification by global and local feature aggregation.

Breast cancer among women is the second most common cancer worldwide. Non-invasive techniques such a...

Oct 2021 34763806

A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.

Prostate cancer is a significant cause of morbidity and mortality in the USA. In this paper, we deve...

Oct 2021 34695922

Diagnosing thyroid nodules with atypia of undetermined significance/follicular lesion of undetermined significance cytology with the deep convolutional neural network.

To compare the diagnostic performances of physicians and a deep convolutional neural network (CNN) p...

Oct 2021 34625636

Skeletal muscle regeneration with robotic actuation-mediated clearance of neutrophils.

Mechanical stimulation (mechanotherapy) can promote skeletal muscle repair, but a lack of reproducib...

Oct 2021 34613813

An Optimized Radiomics Model Based on Automated Breast Volume Scan Images to Identify Breast Lesions: Comparison of Machine Learning Methods: Comparison of Machine Learning Methods.

OBJECTIVES: To develop and test an optimized radiomics model based on multi-planar automated breast ...

Oct 2021 34609750

Deep Learning for Automated Triaging of 4581 Breast MRI Examinations from the DENSE Trial.

Background Supplemental screening with MRI has proved beneficial in women with extremely dense breas...

Oct 2021 34609196

A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification.

Colorectal cancer (CRC) is one of the most life-threatening malignancies. Colonoscopy pathology exam...

Oct 2021 33232248

Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India.

BACKGROUND: Machine learning (ML) algorithms have been successfully employed for prediction of outco...

Oct 2021 34607591

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Prediction of In Vivo Laser-Induced Thermal Damage with Hyperspectral Imaging Using Deep Learning.

Automatic identification of triple negative breast cancer in ultrasonography using a deep convolutional neural network.

Self-supervised driven consistency training for annotation efficient histopathology image analysis.

Deep embeddings and logistic regression for rapid active learning in histopathological images.

Weakly supervised learning for classification of lung cytological images using attention-based multiple instance learning.

BCHisto-Net: Breast histopathological image classification by global and local feature aggregation.

A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.

Diagnosing thyroid nodules with atypia of undetermined significance/follicular lesion of undetermined significance cytology with the deep convolutional neural network.

Skeletal muscle regeneration with robotic actuation-mediated clearance of neutrophils.

An Optimized Radiomics Model Based on Automated Breast Volume Scan Images to Identify Breast Lesions: Comparison of Machine Learning Methods: Comparison of Machine Learning Methods.

Deep Learning for Automated Triaging of 4581 Breast MRI Examinations from the DENSE Trial.

A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification.

Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India.

Segmentation of Overlapping Cervical Cells with Mask Region Convolutional Neural Network.

Deep convolutional neural network-based algorithm for muscle biopsy diagnosis.

Deep learning based microscopic cell images classification framework using multi-level ensemble.

A Pyramid Architecture-Based Deep Learning Framework for Breast Cancer Detection.

A deep learning approach for real-time crash prediction using vehicle-by-vehicle data.

Breast nodule classification with two-dimensional ultrasound using Mask-RCNN ensemble aggregation.

Bidirectional Mapping-Based Domain Adaptation for Nucleus Detection in Cross-Modality Microscopy Images.

Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations.

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