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ML-SIM
Structured illumination microscopy (SIM) has become an important technique for optical super-resolution imaging because it allows a doubling of image resolution at speeds compatible with live-cell imaging. However, the...
Published by: Biomedical optics express
ML-SIM
Structured illumination microscopy (SIM) has become an important technique for
optical super-resolution imaging because it allows a doubling of image resolution at speeds
compatible with live-cell imaging. However, the...
ML-EC2
A multi-label variant of email classification named ML-EC2 (multi-label email classification using clustering) has been proposed in this work. ML-EC2 is a hybrid algorithm based on text clustering, text classification...
Published by: IGI Global Scientific Publishing
Clinical and molecular characterization of a novel PLIN1 frameshift mutation identified in patients with familial partial lipodystrophy.
K Kozusko, Vhm Tsang, W Bottomley, YH Cho, S Gandotra, ML Mimmack, K Lim, I Isaac, Satish Patel, V Saudek, S O'Rahilly, S Srinivasan, JR Greenfield, I Barroso, LV Campbell, DB Savage
May 27, 2016
1-Acylglycerol-3-Phosphate O-Acyltransferase 3T3-L1 Cells Adipocytes White Adolescent Adult Amino Acid Sequence Animals Base Sequence Carrier Proteins Diabetes mellitus Type 2 Family Health Female Frameshift Mutation Humans Hyperlipoproteinemia Type IV Insulin Resistance lipodystrophy Familial Partial Male Mice Middle Aged Molecular Sequence Data Mutagenesis Site-Directed Pedigree Perilipin-1 Phosphoproteins
Assessing the Effectiveness of Textual Recommendations in KoopaML
Pablo Antúnez-Muiños, Pablo Pérez-Sánchez, Andrea Vázquez-Ingelmo, Francisco García-Peñalvo, Antonio Sánchez-Puente, Víctor Vicente-Palacios, Alicia García-Holgado, P. Dorado-Díaz, Jesús Sampedro-Gómez, Ignacio Cruz-González, Pedro Sánchez
Jan 01, 2024
Artificial intelligence (AI) integration, notably in healthcare, has been significant, yet effective implementation in critical areas requires expertise. KoopaML, a previously developed visual platform, aims at bridging this...
Published by: IGI Global Scientific Publishing
A Proposal for Research on the Application of AI/ML in ITPM
According to the market research firm Tractica, the global artificial intelligence software market is forecast to grow to 126 billion by 2025. Additionally, the Gartner group predicts that during the same time as much as 80% of...
Published by: IGI Global Scientific Publishing
A ML framework to predict permeability of highly porous media based on PSD
Abstract
Using machine learning (ML) method to predict permeability of porous media has shown great potential in recent years. A current problem is the lack of effective models to...
A ML framework to predict permeability of highly porous media based on PSD
Abstract
Using machine learning (ML) method to predict permeability of porous media has shown great potential in recent years. A current problem is the lack of effective models to...
A ML framework to predict permeability of highly porous media based on PSD
Abstract: Using machine learning (ML) method to predict permeability of porous media has shown great potential in recent years. A current problem is the lack of effective models to account for highly porous media with dilated...
The Impact of the C-Terminal Region on the Interaction of Topoisomerase II Alpha with Mitotic Chromatin.
Type II topoisomerase enzymes are essential for resolving DNA topology problems arising through various aspects of DNA metabolism. In vertebrates two isoforms are present, one of which (TOP2A) accumulates on chromatin during...
C-terminal domain SUMO Centromere CHROMOSOME Mitosis Phosphorylation post-translational modification topoisomerase II alpha Anaphase Cell Line Centromere Chromatin DNA Topoisomerases Type II DNA-Binding Proteins HEK293 Cells Humans Metaphase Phosphorylation Poly-ADP-Ribose Binding Proteins Protein Processing Post-Translational Small Ubiquitin-Related Modifier Proteins Sumoylation
The α isoform of topoisomerase II is required for hypercompaction of mitotic chromosomes in human cells.
Christine J Farr, Melissa Antoniou-Kourounioti, Michael L Mimmack, Arsen Volkov, Andrew CG Porter
Jun 04, 2018
As proliferating cells transit from interphase into M-phase, chromatin undergoes extensive reorganization, and topoisomerase (topo) IIα, the major isoform of this enzyme present in cycling vertebrate cells, plays a key role in...
434 MHz Environmentally Safe Monitoring Schema for Vehicular Network by AI-ML-IoT Technologies
Connected vehicular tracking schema operated in environmentally safe radio frequency of 434 MHz, artificial intelligence, and machine learning and IoT technology (CVT-AIML-IoT) is cost effective and secured tracking or device...
Published by: IGI Global Scientific Publishing
Integrating Unsupervised and Supervised ML Models for Analysis of Synthetic Data From VAE, GAN, and Clustering of Variables
Lakshmi Prayaga, Krishna Devulapalli, Chandra Prayaga, Aaron Wade, Gopi Reddy, Sri Pola
Jan 01, 2024
Clustering of variables is a specialized approach for dimensionality reduction. This strategy is evaluated for data reduction with a Kaggle diabetes dataset. Since the original dataset is small, Generative Adversarial Networks...
Published by: IGI Global Scientific Publishing
Leveraging TenSEAL
In our interconnected world, the use of Internet of Things (IoT) devices generates vast amounts of sensitive data. To secure this data while extracting insights, privacy-preserving machine learning (PPML) tools like Fully...
Published by: IGI Global Scientific Publishing
Sensitivity of tropospheric ozone to chemical kinetic uncertainties in air masses influenced by anthropogenic and biomass burning emissions
We use a Lagrangian chemical transport model with a Monte-Carlo approach to determine impacts of kinetic rate uncertainties on simulated concentrations of ozone, NOy and OH in a high-altitude biomass burning plume and...
Extensive use of mesopelagic waters by a Scalloped hammerhead shark (Sphyrna lewini) in the Red Sea
Background: Despite being frequently landed in fish markets along the Saudi Arabian Red Sea coast, information regarding fundamental biology of the Scalloped hammerhead shark (Sphyrna lewini) in this region is scarce. Satellite...
An Assessment of Urinary Biomarkers in a Series of Declined Human Kidneys Measured During ex-vivo Normothermic Kidney Perfusion
Adult Aged Biomarkers Biopsy Decision Support Techniques Donor Selection endothelin-1 Female Hepatitis A Virus Cellular Receptor 1 Humans Kidney Kidney Function Tests Kidney Transplantation Lipocalin-2 Male Middle Aged Perfusion Predictive Value of Tests Time Factors Tissue Donors United Kingdom Urinalysis
The effect of wine glass size on volume of wine sold
AIM: To estimate the effects of wine glass size on volume of wine sold in bars and restaurants. DESIGN: A mega-analysis combining raw (as opposed to aggregate-level) data from eight studies conducted in five establishments. A...
Normothermic machine perfusion for the assessment and transplantation of declined human kidneys from donation after circulatory death donors.
BACKGROUND: A significant proportion of donation after circulatory death (DCD) kidneys are declined for transplantation because of concerns over their quality. Ex vivo normothermic machine perfusion (NMP) provides a unique...
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