Pathology

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

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Deep learning-based image analysis predicts PD-L1 status from H&E-stained histopathology images in breast cancer.

Programmed death ligand-1 (PD-L1) has been recently adopted for breast cancer as a predictive biomar...

Nov 2022 36347854
Systematic tissue annotations of genomics samples by modeling unstructured metadata.

There are currently >1.3 million human -omics samples that are publicly available. This valuable res...

Nov 2022 36347858
Deep learning model for breast cancer diagnosis based on bilateral asymmetrical detection (BilAD) in digital breast tomosynthesis images.

The purpose of this study was to develop a deep learning model to diagnose breast cancer by embeddin...

Nov 2022 36342640
High-content video flow cytometry with digital cell filtering for label-free cell classification by machine learning.

Recent development of imaging flow cytometry (IFC) has enabled the measurements of single cells with...

Nov 2022 36287146
A Deep-Learning Framework for the Automated Recognition of Molecules in Scanning-Probe-Microscopy Images.

Computer vision as a subcategory of deep learning tackles complex vision tasks by dealing with data ...

Nov 2022 36178779
Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology.

A model's ability to express its own predictive uncertainty is an essential attribute for maintainin...

Nov 2022 36323656
Incorporating the image formation process into deep learning improves network performance.

We present Richardson-Lucy network (RLN), a fast and lightweight deep learning method for three-dime...

Oct 2022 36316563
Contemporary Advances in Computer-Assisted Bone Histomorphometry and Identification of Bone Cells in Culture.

Static and dynamic bone histomorphometry and identification of bone cells in culture are labor-inten...

Oct 2022 36309622
RU-Net: An improved U-Net placenta segmentation network based on ResNet.

BACKGROUND: In recent years, with the increase of late puerperium, cesarean section and induced abor...

Oct 2022 36351348
Hysterectomy in benign conditions: a 20-year single-center retrospective on the development of surgical techniques.

INTRODUCTION: Minimally invasive (MI) surgery has long been established as a standard for hysterecto...

Oct 2022 36301346
Oral epithelial cell segmentation from fluorescent multichannel cytology images using deep learning.

BACKGROUND AND OBJECTIVES: Cytology is a proven, minimally-invasive cancer screening and surveillanc...

Oct 2022 36384061
Stain-Independent Deep Learning-Based Analysis of Digital Kidney Histopathology.

Convolutional neural network (CNN)-based image analysis applications in digital pathology (eg, tissu...

Oct 2022 36309103
Virtual Biopsy by Using Artificial Intelligence-based Multimodal Modeling of Binational Mammography Data.

Background Computational models based on artificial intelligence (AI) are increasingly used to diagn...

Oct 2022 36283109
Raman spectroscopy combined with deep learning for rapid detection of melanoma at the single cell level.

Melanoma is an aggressive and metastatic skin cancer caused by genetic mutations in melanocytes, and...

Oct 2022 36323090
NIR spectroscopy combined with 1D-convolutional neural network for breast cancerization analysis and diagnosis.

Near-infrared (NIR) spectroscopy with deep penetration can characterize the composition of biologica...

Oct 2022 36327802
Pathological Voice Detection Based on Phase Reconstitution and Convolutional Neural Network.

The nonlinear dynamic features can effectively describe the acoustic characteristics of normal and p...

Oct 2022 36280493
Toward five-part differential of leukocytes based on electrical impedances of single cells and neural network.

The five-part differential of leukocytes plays key roles in the diagnosis of a variety of diseases a...

Oct 2022 36271498
Comparison of Perioperative Outcomes Between Retroperitoneal Single-Port and Multiport Robot-Assisted Partial Nephrectomies.

To report early institutional experience with the single-port robotic platform and compare perioper...

Oct 2022 35856826
Deep learning diagnostics for bladder tumor identification and grade prediction using RGB method.

We evaluate the diagnostic performance of deep learning artificial intelligence (AI) for bladder can...

Oct 2022 36271252
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