AIMC Topic: Freezing

Clear Filters Showing 1 to 10 of 25 articles

Freeze-Thaw Imaging for Microorganism Classification Assisted with Artificial Intelligence.

ACS nano Feb 19, 2025
Fast and cost-effective microbial classification is crucial for clinical diagnosis, environmental monitoring, and food safety. However, traditional methods encounter challenges including intricate procedures, skilled personnel needs, and sophisticate...
Artificial Intelligence Bacteria Freezing
View on PubMed DOI

Freeze-Thaw-Induced Patterning of Extracellular Vesicles with Artificial Intelligence for Breast Cancers Identifications.

Small (Weinheim an der Bergstrasse, Germany) Dec 15, 2024
Extracellular vesicles (EVs) play a crucial role in the occurrence and progression of cancer. The efficient isolation and analysis of EVs for early cancer diagnosis and prognosis have gained significant attention. In this study, for the first time, a...
Artificial Intelligence Female Breast Neoplasms Humans Gold Metal Nanoparticles Freezing Cell Line, Tumor Extracellular Vesicles
View on PubMed DOI

Simultaneous monitoring of two comprehensive quality evaluation indexes of frozen-thawed beef meatballs using hyperspectral imaging and multi-task convolutional neural network.

Meat science Nov 10, 2024
The quality of beef meatballs during repeated freeze-thaw (F-T) cycles was assessed by multiple indicators. This study introduced a novel quality evaluation method using hyperspectral imaging (HSI) and multi-task learning. Seventeen quality indicator...
Hyperspectral Imaging Freezing Red Meat Meat Products Quality Control Food Quality Animals Cattle Neural Networks, Computer
View on PubMed DOI

Particle formation in response to different protein formulations and containers: Insights from machine learning analysis of particle images.

Journal of pharmaceutical sciences Oct 9, 2024
Subvisible particle count is a biotherapeutics stability indicator widely used by pharmaceutical industries. A variety of stresses that biotherapeutics are exposed to during development can impact particle morphology. By classifying particle morpholo...
Neural Networks, Computer Machine Learning Drug Compounding Antibodies, Monoclonal Drug Packaging Particle Size Freezing Protein Stability Drug Stability Drug Storage Chemistry, Pharmaceutical Protein Aggregates
View on PubMed DOI

Prediction of directional solidification in freeze casting of biomaterial scaffolds using physics-informed neural networks.

Biomedical physics & engineering express Sep 20, 2024
Freeze casting, a manufacturing technique widely applied in biomedical fields for fabricating biomaterial scaffolds, poses challenges for predicting directional solidification due to its highly nonlinear behavior and complex interplay of process para...
Freezing Hydrodynamics Tissue Engineering Tissue Scaffolds Temperature Biocompatible Materials Humans Algorithms Neural Networks, Computer Computer Simulation
View on PubMed DOI

Deep learning for unravelling features of heterogeneous ice nucleation.

Proceedings of the National Academy of Sciences of the United States of America Aug 18, 2022
Deep Learning Water Freezing Ice
View on PubMed DOI

Bioinspired Freeze-Tolerant Soft Materials: Design, Properties, and Applications.

Small (Weinheim an der Bergstrasse, Germany) Aug 15, 2022
In nature, many biological organisms have developed the exceptional antifreezing ability to survive in extremely cold environments. Inspired by the freeze resistance of these organisms, researchers have devoted extensive efforts to develop advanced f...
Wearable Electronic Devices Biomimetic Materials Robotics Freezing
View on PubMed DOI

Analysis on frosting of heat exchanger and numerical simulation of heat transfer characteristics using BP neural network learning algorithm.

PloS one Sep 2, 2021
The study is aimed at the frosting problem of the air source heat pump in the low temperature and high humidity environment, which reduces the service life of the system. First, the frosting characteristics at the evaporator side of the air source he...
Water Neural Networks, Computer Air Machine Learning Freezing Models, Theoretical Humidity Computer Simulation Hot Temperature Heating Electrical Equipment and Supplies
View on PubMed DOI

Cryo-Electron Microscopic Grid Preparation for Time-Resolved Studies using a Novel Robotic System, Spotiton.

Journal of visualized experiments : JoVE Feb 25, 2021
The capture of short-lived molecular states triggered by the early encounter of two or more interacting particles continues to be an experimental challenge of great interest to the field of cryo-electron microscopy (cryo-EM). A few methodological str...
Freezing Humidity Cryoelectron Microscopy Time Factors Software Robotics User-Computer Interface
View on PubMed DOI

Cryostructuring of Polymeric Systems : Application of Deep Neural Networks for the Classification of Structural Features Peculiar to Macroporous Poly(vinyl alcohol) Cryogels Prepared without and with the Additives of Chaotropes or Kosmotropes.

Molecules (Basel, Switzerland) Sep 29, 2020
Macroporous poly(vinyl alcohol) cryogels (PVACGs) are physical gels formed via cryogenic processing of polymer solutions. The properties of PVACGs depend on many factors: the characteristics and concentration of PVA, the absence or presence of foreig...
Hot Temperature Polyvinyl Alcohol Cryogels Porosity Neural Networks, Computer Elastic Modulus Freezing Polymers
View on PubMed DOI
Popular Topics
Recent Journals