Pathology

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

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Automated EEG pathology detection based on different convolutional neural network models: Deep learning approach.

The brain electrical activity, recorded and materialized as electroencephalogram (EEG) signals, is k...

Apr 2021 33946023
Deep Learning-Based Denoising in High-Speed Portable Reflectance Confocal Microscopy.

BACKGROUND AND OBJECTIVE: Portable confocal microscopy (PCM) is a low-cost reflectance confocal micr...

Apr 2021 33891330
Machine-Learning-Based Evaluation of Intratumoral Heterogeneity and Tumor-Stroma Interface for Clinical Guidance.

Assessment of intratumoral heterogeneity and tumor-host interaction within the tumor microenvironmen...

Apr 2021 33895120
Deep Learning Improves Speed and Accuracy of Prostate Gland Segmentations on Magnetic Resonance Imaging for Targeted Biopsy.

PURPOSE: Targeted biopsy improves prostate cancer diagnosis. Accurate prostate segmentation on magne...

Apr 2021 33878887
Three-dimensional virtual planning in mandibular advancement surgery: Soft tissue prediction based on deep learning.

The study aimed at developing a deep-learning (DL)-based algorithm to predict the virtual soft tissu...

Apr 2021 33941437
Multimodal super-resolved q-space deep learning.

Super-resolvedq-space deep learning (SR-q-DL) has been developed to estimate high-resolution (HR) ti...

Apr 2021 33971575
Tumor classification in automated breast ultrasound (ABUS) based on a modified extracting feature network.

People can get consistent Automated Breast Ultrasound (ABUS) images due to the imaging mechanism of ...

Apr 2021 33915383
A deep learning model to detect pancreatic ductal adenocarcinoma on endoscopic ultrasound-guided fine-needle biopsy.

Histopathological diagnosis of pancreatic ductal adenocarcinoma (PDAC) on endoscopic ultrasonography...

Apr 2021 33875703
A hybrid deep learning approach for gland segmentation in prostate histopathological images.

BACKGROUND: In digital pathology, the morphology and architecture of prostate glands have been routi...

Apr 2021 34001325
Democratising deep learning for microscopy with ZeroCostDL4Mic.

Deep Learning (DL) methods are powerful analytical tools for microscopy and can outperform conventio...

Apr 2021 33859193
Imaging error compensation method for through-focus scanning optical microscopy images based on deep learning.

Through-focus scanning optical microscopy (TSOM) is a model-based nanoscale metrology technique whic...

Apr 2021 33797077
A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images.

The differentiation between major histological types of lung cancer, such as adenocarcinoma (ADC), s...

Apr 2021 33854137
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data.

Cancer is one of the deadly diseases prevailing worldwide and the patients with cancer are rescued o...

Apr 2021 33851321
A review and comparison of breast tumor cell nuclei segmentation performances using deep convolutional neural networks.

Breast cancer is currently the second most common cause of cancer-related death in women. Presently,...

Apr 2021 33850222
Impact of image compression on deep learning-based mammogram classification.

Image compression is used in several clinical organizations to help address the overhead associated ...

Apr 2021 33846388
Tens of images can suffice to train neural networks for malignant leukocyte detection.

Convolutional neural networks (CNNs) excel as powerful tools for biomedical image classification. It...

Apr 2021 33846442
Diagnosis of cholangiocarcinoma from microscopic hyperspectral pathological dataset by deep convolution neural networks.

This paper focuses on automatic Cholangiocarcinoma (CC) diagnosis from microscopic hyperspectral (HS...

Apr 2021 33838272
Generative Deep Learning in Digital Pathology Workflows.

Many modern histopathology laboratories are in the process of digitizing their workflows. Digitizati...

Apr 2021 33838127
Deep learning-based molecular morphometrics for kidney biopsies.

Morphologic examination of tissue biopsies is essential for histopathological diagnosis. However, ac...

Apr 2021 33705360
A deep learning approach to identifying immunogold particles in electron microscopy images.

Electron microscopy (EM) enables high-resolution visualization of protein distributions in biologica...

Apr 2021 33833289
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