Pathology

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

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Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma.

The quantity of leukocytes in papillary thyroid carcinoma (PTC) potentially have prognostic and trea...

Feb 2021 32750899
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images.

Mitotic count is an important indicator for assessing the invasiveness of breast cancers. Currently,...

Feb 2021 32991296
Measuring Domain Shift for Deep Learning in Histopathology.

The high capacity of neural networks allows fitting models to data with high precision, but makes ge...

Feb 2021 33085623
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images-The ACDC@LungHP Challenge 2019.

Accurate segmentation of lung cancer in pathology slides is a critical step in improving patient car...

Feb 2021 33216724
Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model.

BACKGROUND AND PURPOSE: Malignant melanoma is an aggressive skin cancer in which brain metastases ar...

Feb 2021 33541907
Deep Learning-Based Annotation Transfer between Molecular Imaging Modalities: An Automated Workflow for Multimodal Data Integration.

An ever-increasing array of imaging technologies are being used in the study of complex biological s...

Feb 2021 33534548
Transforming UTE-mDixon MR Abdomen-Pelvis Images Into CT by Jointly Leveraging Prior Knowledge and Partial Supervision.

Computed tomography (CT) provides information for diagnosis, PET attenuation correction (AC), and ra...

Feb 2021 32175868
Imbalanced Breast Cancer Classification Using Transfer Learning.

Accurate breast cancer detection using automated algorithms remains a problem within the literature....

Feb 2021 32175873
A Transfer Learning Based Super-Resolution Microscopy for Biopsy Slice Images: The Joint Methods Perspective.

Higher-resolution biopsy slice images reveal many details, which are widely used in medical practice...

Feb 2021 32356757
The implementation of TORS for head and neck surgery in Thailand.

Transoral robotic surgery (TORS) is a novel surgical treatment of head and neck cancers, mainly for ...

Feb 2021 33532951
Biohybrid robotics: From the nanoscale to the macroscale.

Biohybrid robotics is a field in which biological entities are combined with artificial materials in...

Feb 2021 33533200
Brain tumor segmentation using K-means clustering and deep learning with synthetic data augmentation for classification.

Image processing plays a major role in neurologists' clinical diagnosis in the medical field. Severa...

Feb 2021 33524220
Quantitative analysis of abnormalities in gynecologic cytopathology with deep learning.

Cervical cancer is one of the most frequent cancers in women worldwide, yet the early detection and ...

Feb 2021 33526806
Lung cancer prediction by Deep Learning to identify benign lung nodules.

INTRODUCTION: Deep Learning has been proposed as promising tool to classify malignant nodules. Our a...

Jan 2021 33556604
Verifying explainability of a deep learning tissue classifier trained on RNA-seq data.

For complex machine learning (ML) algorithms to gain widespread acceptance in decision making, we mu...

Jan 2021 33514769
Hg(II) sensing, catalytic, antioxidant, antimicrobial, and anticancer potential of Garcinia mangostana and α-mangostin mediated silver nanoparticles.

This study reports synthesis of Garcinia mangostana fruit pericarp (unwanted waste material) and α-m...

Jan 2021 35534954
A tree-based multiclassification of breast tumor histopathology images through deep learning.

Worldwide, the burden of cancer is drastically increasing over the past few years. Among all types o...

Jan 2021 33545489
Wavelet decomposition facilitates training on small datasets for medical image classification by deep learning.

The adoption of low-dose computed tomography (LDCT) as the standard of care for lung cancer screenin...

Jan 2021 33502624
Classification of colorectal tissue images from high throughput tissue microarrays by ensemble deep learning methods.

Tissue microarray (TMA) core images are a treasure trove for artificial intelligence applications. H...

Jan 2021 33504830
Involvement of Machine Learning Tools in Healthcare Decision Making.

In the present day, there are many diseases which need to be identified at their early stages to sta...

Jan 2021 33575021
Radiomics to better characterize small renal masses.

PURPOSE: Radiomics is a specific field of medical research that uses programmable recognition tools ...

Jan 2021 33495866
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