AIMC Topic: Coloring Agents
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SHIFT: speedy histological-to-immunofluorescent translation of a tumor signature enabled by deep learning.
Scientific reports
Oct 15, 2020
Spatially-resolved molecular profiling by immunostaining tissue sections is a key feature in cancer diagnosis, subtyping, and treatment, where it complements routine histopathological evaluation by clarifying tumor phenotypes. In this work, we presen...
Portable Food-Freshness Prediction Platform Based on Colorimetric Barcode Combinatorics and Deep Convolutional Neural Networks.
Advanced materials (Deerfield Beach, Fla.)
Oct 1, 2020
Artificial scent screening systems (known as electronic noses, E-noses) have been researched extensively. A portable, automatic, and accurate, real-time E-nose requires both robust cross-reactive sensing and fingerprint pattern recognition. Few E-nos...
Machine-assisted interpretation of auramine stains substantially increases through-put and sensitivity of microscopic tuberculosis diagnosis.
Tuberculosis (Edinburgh, Scotland)
Sep 19, 2020
Of all bacterial infectious diseases, infection by Mycobacterium tuberculosis poses one of the highest morbidity and mortality burdens on humans throughout the world. Due to its speed and cost-efficiency, manual microscopy of auramine-stained sputum ...
Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains.
Kidney international
Aug 22, 2020
The application of deep learning for automated segmentation (delineation of boundaries) of histologic primitives (structures) from whole slide images can facilitate the establishment of novel protocols for kidney biopsy assessment. Here, we developed...
Classification of pachychoroid disease on ultrawide-field indocyanine green angiography using auto-machine learning platform.
The British journal of ophthalmology
Jul 3, 2020
AIMS: Automatic identification of pachychoroid maybe used as an adjunctive method to confirm the condition and be of help in treatment for macular diseases. This study investigated the feasibility of classifying pachychoroid disease on ultra-widefiel...
Description of ultrasound-guided quadratus lumborum block technique and evaluation of injectate spread in canine cadavers.
Veterinary anaesthesia and analgesia
Dec 31, 2019
OBJECTIVE: To describe a quadratus lumborum (QL) block technique in canine cadavers and the spread of injectate.
Classification of Human White Blood Cells Using Machine Learning for Stain-Free Imaging Flow Cytometry.
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Nov 5, 2019
Imaging flow cytometry (IFC) produces up to 12 spectrally distinct, information-rich images of single cells at a throughput of 5,000 cells per second. Yet often, cell populations are still studied using manual gating, a technique that has several dra...
Single and competitive dye adsorption onto chitosan-based hybrid hydrogels using artificial neural network modeling.
Journal of colloid and interface science
Oct 29, 2019
Chitosan-based hybrid hydrogels such as chitosan hydrogel (CH), chitosan hydrogel with activated carbon (CH-AC), scaffold-chitosan hydrogel (SCH), scaffold-chitosan hydrogel with activated carbon (SCH-AC) and scaffold-chitosan hydrogel with carbon na...
Unsupervised method for normalization of hematoxylin-eosin stain in histological images.
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Aug 14, 2019
Histological images stained with hematoxylin-eosin are widely used by pathologists for cancer diagnosis. However, these images can have color variations that highly influence the histological image processing techniques. To deal with this potential l...
Plasmonic MoO nanoparticles incorporated in Prussian blue frameworks exhibit highly efficient dual photothermal/photodynamic therapy.
Journal of materials chemistry. B
Feb 21, 2019
Development of near infrared (NIR) light-responsive nanomaterials for high performance multimodal phototherapy within a single nanoplatform is still challenging in technology and biomedicine. Herein, a new phototherapeutic nanoagent based on FDA-appr...
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