Sub-visible particle classification and label consistency analysis for flow-imaging microscopy via machine learning methods
出版年份 2023 全文链接
标题
Sub-visible particle classification and label consistency analysis for flow-imaging microscopy via machine learning methods
作者
关键词
-
出版物
JOURNAL OF PHARMACEUTICAL SCIENCES
Volume -, Issue -, Pages -
出版商
Elsevier BV
发表日期
2023-11-03
DOI
10.1016/j.xphs.2023.10.041
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Micro-Flow Imaging multi-instrument evaluation for sub-visible particle detection
- (2023) Ibrahim Fawaz et al. EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS
- Utility of three flow imaging microscopy instruments for image analysis in evaluating four types of subvisible particle in biopharmaceuticals
- (2022) Haruka Nishiumi et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- A Collaborative Study on the Classification of Silicone Oil Droplets and Protein Particles Using Flow Imaging Method
- (2022) Hiroko Shibata et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Transfer Learning Analysis for Subvisible Particle Flow Imaging of Pharmaceutical Formulations
- (2022) Xiangan Long et al. Applied Sciences-Basel
- The Impact of Syringe Age Prior to Filling on Migration of Subvisible Silicone-Oil Particles into Drug Product
- (2022) Jing Song et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Microscopic Evaluation of Pharmaceutical Glass Container-Formulation Interactions under Stressed Conditions
- (2021) Youlong Ma et al. INTERNATIONAL JOURNAL OF PHARMACEUTICS
- Machine learning and accelerated stress approaches to differentiate potential causes of aggregation in polyclonal antibody formulations during shipping
- (2021) Alyssa E. Witeof et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Towards quantification and differentiation of protein aggregates and silicone oil droplets in the low micrometer and submicrometer size range by using oil-immersion flow imaging microscopy and convolutional neural networks
- (2021) Muhammad Umar et al. EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS
- Forced degradation of cell-based medicinal products guided by flow imaging microscopy: Explorative studies with Jurkat cells
- (2021) A.D. Grabarek et al. EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS
- One-class support vector classifiers: A survey
- (2020) Shamshe Alam et al. KNOWLEDGE-BASED SYSTEMS
- Machine learning and statistical analyses for extracting and characterizing “fingerprints” of antibody aggregation at container interfaces from flow microscopy images
- (2020) Austin L. Daniels et al. BIOTECHNOLOGY AND BIOENGINEERING
- Advanced Characterization of Silicone Oil Droplets in Protein Therapeutics Using Artificial Intelligence Analysis of Imaging Flow Cytometry Data
- (2020) Christine Probst et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Applying pattern recognition as a robust approach for silicone oil droplet identification in flow-microscopy images of protein formulations
- (2020) X. Gregory Chen et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Characterization of Protein Aggregates, Silicone Oil Droplets, and Protein-Silicone Interactions using Imaging Flow Cytometry
- (2019) Christine Probst JOURNAL OF PHARMACEUTICAL SCIENCES
- Phase-Appropriate Application of Analytical Methods to Monitor Subvisible Particles Across the Biotherapeutic Drug Product Life Cycle
- (2019) Roman Mathaes et al. AAPS Journal
- Automatic Identification of the Stress Sources of Protein Aggregates Using Flow Imaging Microscopy Images
- (2019) Arni Gambe-Gilbuena et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Characterization of Subvisible Particles in Biotherapeutic Prefilled Syringes: The Role of Polysorbate and Protein on the Formation of Silicone Oil and Protein Subvisible Particles After Drop Shock
- (2019) Nancy Jiao et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Deep Convolutional Neural Network Analysis of Flow Imaging Microscopy Data to Classify Subvisible Particles in Protein Formulations
- (2018) Christopher P. Calderon et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Impact of Vial Washing and Depyrogenation on Surface Properties and Delamination Risk of Glass Vials
- (2018) Dominique Ditter et al. PHARMACEUTICAL RESEARCH
- Microflow Imaging Analyses Reflect Mechanisms of Aggregate Formation: Comparing Protein Particle Data Sets Using the Kullback–Leibler Divergence
- (2017) Nathaniel R. Maddux et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Characteristics of product recalls of biopharmaceuticals and small-molecule drugs in the USA
- (2016) Hans C. Ebbers et al. DRUG DISCOVERY TODAY
- A Random Forest Approach for Counting Silicone Oil Droplets and Protein Particles in Antibody Formulations Using Flow Microscopy
- (2016) Miguel Saggu et al. PHARMACEUTICAL RESEARCH
- Effect of the Siliconization Method on Particle Generation in a Monoclonal Antibody Formulation in Pre-filled Syringes
- (2015) Alana Gerhardt et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- A Case Study of Nondelamination Glass Dissolution Resulting in Visible Particles: Implications for Neutral pH Formulations
- (2014) Gayathri Ratnaswamy et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- How Subvisible Particles Become Invisible—Relevance of the Refractive Index for Protein Particle Analysis
- (2013) Sarah Zölls et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Micro-Flow Imaging: Flow Microscopy Applied to Sub-visible Particulate Analysis in Protein Formulations
- (2010) Deepak K. Sharma et al. AAPS Journal
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