AIMC Topic: Microscopy

Clear Filters Showing 551 to 560 of 597 articles

Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study.

The Lancet. Oncology Jan 1, 2021
BACKGROUND: Detecting microsatellite instability (MSI) in colorectal cancer is crucial for clinical decision making, as it identifies patients with differential treatment response and prognosis. Universal MSI testing is recommended, but many patients...
Genetic Predisposition to Disease Staining and Labeling Predictive Value of Tests Diagnosis, Computer-Assisted Humans Deep Learning Phenotype Image Interpretation, Computer-Assisted Reproducibility of Results Eosine Yellowish-(YS) Colorectal Neoplasms Hematoxylin Microsatellite Instability Coloring Agents Microscopy
View on PubMed DOI

Smart solutions for automated imaging.

Nature methods Nov 1, 2020
Artificial Intelligence Algorithms Animals Microscopy Image Interpretation, Computer-Assisted
View on PubMed DOI

BeadNet: deep learning-based bead detection and counting in low-resolution microscopy images.

Bioinformatics (Oxford, England) Nov 1, 2020
MOTIVATION: An automated counting of beads is required for many high-throughput experiments such as studying mimicked bacterial invasion processes. However, state-of-the-art algorithms under- or overestimate the number of beads in low-resolution imag...
Image Processing, Computer-Assisted Microscopy Software Algorithms Deep Learning
View on PubMed DOI

Classification, identification, and growth stage estimation of microalgae based on transmission hyperspectral microscopic imaging and machine learning.

Optics express Oct 12, 2020
A transmission hyperspectral microscopic imager (THMI) that utilizes machine learning algorithms for hyperspectral detection of microalgae is presented. The THMI system has excellent performance with spatial and spectral resolutions of 4 µm and 3 nm,...
Microscopy Hyperspectral Imaging Microalgae Species Specificity Solutions Absorption, Radiation Machine Learning Support Vector Machine Principal Component Analysis
View on PubMed DOI

Deep Learning for Virtual Histological Staining of Bright-Field Microscopic Images of Unlabeled Carotid Artery Tissue.

Molecular imaging and biology Oct 1, 2020
PURPOSE: Histological analysis of artery tissue samples is a widely used method for diagnosis and quantification of cardiovascular diseases. However, the variable and labor-intensive tissue staining procedures hinder efficient and informative histolo...
Male Deep Learning Staining and Labeling Neural Networks, Computer Animals Rats, Sprague-Dawley Microscopy Carotid Arteries
View on PubMed DOI

Classification of cell morphology with quantitative phase microscopy and machine learning.

Optics express Aug 3, 2020
We describe and compare two machine learning approaches for cell classification based on label-free quantitative phase imaging with transport of intensity equation methods. In one approach, we design a multilevel integrated machine learning classifie...
Microscopy Cell Shape Algorithms Humans Neural Networks, Computer ROC Curve Macrophages Machine Learning Image Processing, Computer-Assisted Animals Area Under Curve
View on PubMed DOI

An artificial intelligence algorithm for prostate cancer diagnosis in whole slide images of core needle biopsies: a blinded clinical validation and deployment study.

The Lancet. Digital health Aug 1, 2020
BACKGROUND: There is high demand to develop computer-assisted diagnostic tools to evaluate prostate core needle biopsies (CNBs), but little clinical validation and a lack of clinical deployment of such tools. We report here on a blinded clinical vali...
Algorithms Prostatic Neoplasms Biopsy, Large-Core Needle Aged Middle Aged Humans Pathology, Clinical Neoplasm Grading Adult Aged, 80 and over ROC Curve Artificial Intelligence Pathologists Prostate Male Area Under Curve Data Analysis Microscopy Image Interpretation, Computer-Assisted
View on PubMed DOI

Multi-Target Deep Learning for Algal Detection and Classification.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Water quality has a direct impact on industry, agriculture, and public health. Algae species are common indicators of water quality. It is because algal communities are sensitive to changes in their habitats, giving valuable knowledge on variations i...
Plants Deep Learning Agriculture Microscopy Water Quality
View on PubMed DOI

Prediction for Morphology and States of Stem Cell Colonies using a LSTM Network with Progressive Training Microscopy Images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
We present a new LSTM (P-LSTM: Progressive LSTM) network, aiming to predict morphology and states of cell colonies from time-lapse microscopy images. Apparent short-term changes occur in some types of time-lapse cell images. Therefore, long-term-memo...
Humans Memory, Long-Term Algorithms Neural Networks, Computer Stem Cells Microscopy
View on PubMed DOI

Recognizing Magnification Levels in Microscopic Snapshots.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Recent advances in digital imaging has transformed computer vision and machine learning to new tools for analyzing pathology images. This trend could automate some of the tasks in the diagnostic pathology and elevate the pathologist workload. The fin...
Machine Learning Biopsy Microscopy Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals