Cargando…

Environmental properties of cells improve machine learning-based phenotype recognition accuracy

To answer major questions of cell biology, it is often essential to understand the complex phenotypic composition of cellular systems precisely. Modern automated microscopes produce vast amounts of images routinely, making manual analysis nearly impossible. Due to their efficiency, machine learning-...

Descripción completa

Detalles Bibliográficos
Autores principales:	Toth, Timea, Balassa, Tamas, Bara, Norbert, Kovacs, Ferenc, Kriston, Andras, Molnar, Csaba, Haracska, Lajos, Sukosd, Farkas, Horvath, Peter
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2018
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031649/ https://www.ncbi.nlm.nih.gov/pubmed/29973621 http://dx.doi.org/10.1038/s41598-018-28482-y

Ejemplares similares

Intelligent image-based in situ single-cell isolation
por: Brasko, Csilla, et al.
Publicado: (2018)

The Combination of Single-Cell and Next-Generation Sequencing Can Reveal Mosaicism for BRCA2 Mutations and the Fine Molecular Details of Tumorigenesis
por: Gráf, Alexandra, et al.
Publicado: (2021)

nucleAIzer: A Parameter-free Deep Learning Framework for Nucleus Segmentation Using Image Style Transfer
por: Hollandi, Reka, et al.
Publicado: (2020)

Fisheye transformation enhances deep-learning-based single-cell phenotyping by including cellular microenvironment
por: Toth, Timea, et al.
Publicado: (2022)

Simultaneous detection of BRCA mutations and large genomic rearrangements in germline DNA and FFPE tumor samples
por: Enyedi, Márton Zsolt, et al.
Publicado: (2016)

A Regenerative Approach to Canine Osteoarthritis Using Allogeneic, Adipose-Derived Mesenchymal Stem Cells. Safety Results of a Long-Term Follow-Up
por: Kriston-Pál, Éva, et al.
Publicado: (2020)

A deep convolutional neural network approach for astrocyte detection
por: Suleymanova, Ilida, et al.
Publicado: (2018)

Software tools for 3D nuclei segmentation and quantitative analysis in multicellular aggregates
por: Piccinini, Filippo, et al.
Publicado: (2020)

Hsp70-associated chaperones have a critical role in buffering protein production costs
por: Farkas, Zoltán, et al.
Publicado: (2018)

Loss of CDX2 gene expression is associated with DNA repair proteins and is a crucial member of the Wnt signaling pathway in liver metastasis of colorectal cancer
por: Tóth, Csaba, et al.
Publicado: (2018)

Investigation of the Antihypertrophic and Antifibrotic Effects of Losartan in a Rat Model of Radiation-Induced Heart Disease
por: Kovács, Mónika Gabriella, et al.
Publicado: (2021)

Cerebral and Systemic Stress Parameters in Correlation with Jugulo-Arterial CO(2) Gap as a Marker of Cerebral Perfusion during Carotid Endarterectomy
por: Kovács-Ábrahám, Zoltán, et al.
Publicado: (2021)

Machine learning-based detection and mapping of riverine litter utilizing Sentinel-2 imagery
por: Mohsen, Ahmed, et al.
Publicado: (2023)

Yeast Rad5 Protein Required for Postreplication Repair Has a DNA Helicase Activity Specific for Replication Fork Regression
por: Blastyák, András, et al.
Publicado: (2007)

Regression plane concept for analysing continuous cellular processes with machine learning
por: Szkalisity, Abel, et al.
Publicado: (2021)

Grating-coupled interferometry reveals binding kinetics and affinities of Ni ions to genetically engineered protein layers
por: Jankovics, Hajnalka, et al.
Publicado: (2020)

Exercise training worsens cardiac performance in males but does not change ejection fraction and improves hypertrophy in females in a mouse model of metabolic syndrome
por: Tóth, Melinda E., et al.
Publicado: (2022)

BC-Monitor: Towards a Routinely Accessible Circulating Tumor DNA-Based Tool for Real-Time Monitoring Breast Cancer Progression and Treatment Effectiveness
por: Priskin, Katalin, et al.
Publicado: (2021)

Comparison of the antiremodeling effects of losartan and mirabegron in a rat model of uremic cardiomyopathy
por: Kovács, Zsuzsanna Z. A., et al.
Publicado: (2021)

DNA-dependent protease activity of human Spartan facilitates replication of DNA–protein crosslink-containing DNA
por: Mórocz, Mónika, et al.
Publicado: (2017)

A versatile transposon-based technology to generate loss- and gain-of-function phenotypes in the mouse liver
por: Kopasz, Anna Georgina, et al.
Publicado: (2022)

Automatic deep learning-driven label-free image-guided patch clamp system
por: Koos, Krisztian, et al.
Publicado: (2021)

Expression of ERCC1, RRM1, TUBB3 in correlation with apoptosis repressor ARC, DNA mismatch repair proteins and p53 in liver metastasis of colorectal cancer
por: Tóth, Csaba, et al.
Publicado: (2017)

Electronic Nose for Monitoring Odor Changes of Lactobacillus Species during Milk Fermentation and Rapid Selection of Probiotic Candidates
por: Kovacs, Zoltan, et al.
Publicado: (2020)

Investigation of the Antiremodeling Effects of Losartan, Mirabegron and Their Combination on the Development of Doxorubicin-Induced Chronic Cardiotoxicity in a Rat Model
por: Freiwan, Marah, et al.
Publicado: (2022)

CERN and Medicine / CERN és a gyógyítás
por: SÜKÖSD, Csaba
Publicado: (2015)

Physics for Medicine / Fizika a gyógyítás szolgálatában
por: Sükösd, Csaba
Publicado: (2012)

The decidua—the maternal bed embracing the embryo—maintains the pregnancy
por: Mori, Mayumi, et al.
Publicado: (2016)

3D-Cell-Annotator: an open-source active surface tool for single-cell segmentation in 3D microscopy images
por: Tasnadi, Ervin A, et al.
Publicado: (2020)

Diagnostic Accuracy of Five Different Fecal Markers for the Detection of Precancerous and Cancerous Lesions of the Colorectum
por: Rutka, Mariann, et al.
Publicado: (2016)

Preliminary Study for Inspecting Moisture Content, Dry Matter Content, and Firmness Parameters of Two Date Cultivars Using an NIR Hyperspectral Imaging System
por: Ibrahim, Ayman, et al.
Publicado: (2021)

Serrated Pathway Adenocarcinomas: Molecular and Immunohistochemical Insights into Their Recognition
por: Gurzu, Simona, et al.
Publicado: (2013)

Conductance Changes of Na(+) Channels during the Late Na(+) Current Flowing under Action Potential Voltage Clamp Conditions in Canine, Rabbit, and Guinea Pig Ventricular Myocytes
por: Horváth, Balázs, et al.
Publicado: (2023)

Cost-effectiveness of anesthesia maintained with sevoflurane or propofol with and without additional monitoring: a prospective, randomized controlled trial
por: Bocskai, Timea, et al.
Publicado: (2018)

Teaching-learning contemporary physics: from research to practice
por: Jarosievitz, Beata, et al.
Publicado: (2021)

Hyperemic contrast velocity assessment improves accuracy of the image-based fractional flow reserve calculation
por: Tar, Balázs, et al.
Publicado: (2021)

Correlation between fibroblast growth factor receptor mutation, programmed death ligand-1 expression and survival in urinary bladder cancer based on real-world data
por: Revesz, Janos, et al.
Publicado: (2023)

The Effect of Environmental Factors on Mould Counts and AFB1 Toxin Production by Aspergillus flavus in Maize
por: Molnár, Krisztina, et al.
Publicado: (2023)

High Prevalence of Non-Vaccinated Oncogenic Human Papillomavirus Genotypes in High-Grade Squamous Intraepithelial Lesions of the Cervix: Thought-Provoking Results of a Detailed HPV Genotype Analysis
por: Rideg, Orsolya, et al.
Publicado: (2022)

Human Ape2 protein has a 3′–5′ exonuclease activity that acts preferentially on mismatched base pairs
por: Burkovics, Peter, et al.
Publicado: (2006)

Cannot write session to /tmp/vufind_sessions/sess_s83vs4f271jtfne7llutia7grk