Automated spheroid generation, drug application and efficacy screening using a deep learning classification: a feasibility study
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Automated spheroid generation, drug application and efficacy screening using a deep learning classification: a feasibility study
Authors
Keywords
-
Journal
Scientific Reports
Volume 10, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-07-06
DOI
10.1038/s41598-020-67960-0
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Cells grown in three-dimensional spheroids mirror in vivo metabolic response of epithelial cells
- (2020) Simon Lagies et al. Communications Biology
- Machine learning, practically speaking
- (2019) Vivien Marx NATURE METHODS
- Cancer modeling meets human organoid technology
- (2019) David Tuveson et al. SCIENCE
- Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
- (2018) H A Haenssle et al. ANNALS OF ONCOLOGY
- A 3D Organotypic Melanoma Spheroid Skin Model
- (2018) Ines Müller et al. Jove-Journal of Visualized Experiments
- A framework for the development of effective anti-metastatic agents
- (2018) Robin L. Anderson et al. Nature Reviews Clinical Oncology
- Life is 3D: Boosting Spheroid Function for Tissue Engineering
- (2017) Matthias W. Laschke et al. TRENDS IN BIOTECHNOLOGY
- Modeling the process of human tumorigenesis
- (2017) Sneha Balani et al. Nature Communications
- Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
- (2017) Anne-Laure Bulin et al. Scientific Reports
- Low statistical power in biomedical science: a review of three human research domains
- (2017) Estelle Dumas-Mallet et al. Royal Society Open Science
- FOLFIRI plus cetuximab versus FOLFIRI plus bevacizumab for metastatic colorectal cancer (FIRE-3): a post-hoc analysis of tumour dynamics in the final RAS wild-type subgroup of this randomised open-label phase 3 trial
- (2016) Sebastian Stintzing et al. LANCET ONCOLOGY
- Three-dimensional microtissues essentially contribute to preclinical validations of therapeutic targets in breast cancer
- (2016) Natalie Falkenberg et al. Cancer Medicine
- 3D tumor spheroid models for in vitro therapeutic screening: a systematic approach to enhance the biological relevance of data obtained
- (2016) Michele Zanoni et al. Scientific Reports
- A 3D-microtissue-based phenotypic screening of radiation resistant tumor cells with synchronized chemotherapeutic treatment
- (2015) Nataša Anastasov et al. BMC CANCER
- Life in 3D is never flat: 3D models to optimise drug delivery
- (2015) Kathleen A. Fitzgerald et al. JOURNAL OF CONTROLLED RELEASE
- Matrigel: From discovery and ECM mimicry to assays and models for cancer research
- (2014) Gabriel Benton et al. ADVANCED DRUG DELIVERY REVIEWS
- Development of an Innovative 3D Cell Culture System to Study Tumour - Stroma Interactions in Non-Small Cell Lung Cancer Cells
- (2014) Arno Amann et al. PLoS One
- An imaging-based platform for high-content, quantitative evaluation of therapeutic response in 3D tumour models
- (2014) Jonathan P. Celli et al. Scientific Reports
- A Novel Class of Anticancer Compounds Targets the Actin Cytoskeleton in Tumor Cells
- (2013) J. R. Stehn et al. CANCER RESEARCH
- Multicellular tumor spheroid model to evaluate spatio-temporal dynamics effect of chemotherapeutics: application to the gemcitabine/CHK1 inhibitor combination in pancreatic cancer
- (2012) Isabelle Dufau et al. BMC CANCER
- Three-dimensional cell culture: the missing link in drug discovery
- (2012) Susan Breslin et al. DRUG DISCOVERY TODAY
- Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis
- (2012) R. Garnavi et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Trastuzumab Has Preferential Activity against Breast Cancers Driven by HER2 Homodimers
- (2011) R. Ghosh et al. CANCER RESEARCH
- Drosophilacancer models
- (2011) Vivek A. Rudrapatna et al. DEVELOPMENTAL DYNAMICS
- Synergistic Enhancement of Carboplatin Efficacy with Photodynamic Therapy in a Three-Dimensional Model for Micrometastatic Ovarian Cancer
- (2010) I. Rizvi et al. CANCER RESEARCH
- Genomic instability — an evolving hallmark of cancer
- (2010) Simona Negrini et al. NATURE REVIEWS MOLECULAR CELL BIOLOGY
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now