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C

Christopher P. Calderon

University of Colorado Boulder

H指数:18

被引数:838

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Unsupervised Machine Learning-Based Process Analytical Tools for Near Real-Time Cell Morphology Analysis During CAR-T Cell Manufacturing

基于无监督机器学习的近实时细胞形态分析过程分析工具，用于CAR-T细胞制备期间

Biotechnology and Bioengineering

IF3.6

2025-06-160

PRE

Representative training data sets are critical for accurate machine-learning classification of microscopy images of particles formed by lipase-catalyzed polysorbate hydrolysis

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2025-02-010

PRE

Stain-Free Approach to Determine and Monitor Cell Heath Using Supervised and Unsupervised Image-Based Deep Learning

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2024-08-013

PRE

Features in Backgrounds of Microscopy Images Introduce Biases in Machine Learning Analyses

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2024-05-012

PRE

Supervised and unsupervised machine learning approaches for monitoring subvisible particles within an aluminum-salt adjuanted vaccine formulation

BIOTECHNOLOGY AND BIOENGINEERING

IF3.6

2024-02-193

PRE

Interfacial Adsorption Controls Particle Formation in Antibody Formulations Subjected to Extensional Flows and Hydrodynamic Shear

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2023-11-0113

PRE

Machine learning approaches to root cause analysis, characterization, and monitoring of subvisible particles in monoclonal antibody formulations

BIOTECHNOLOGY AND BIOENGINEERING

IF3.6

2022-10-0312

OA

Machine Learning Analysis Provides Insight into Mechanisms of Protein Particle Formation Inside Containers During Mechanical Agitation

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2022-10-0118

OAAI

Combining Machine Learning and Backgrounded Membrane Imaging: A Case Study in Comparing and Classifying Different Types of Biopharmaceutically Relevant Particles

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2022-09-0112

OAAI

Testing Precision Limits of Neural Network-Based Quality Control Metrics in High-Throughput Digital Microscopy

PHARMACEUTICAL RESEARCH

IF4.3

2022-01-2610

PRE

Machine learning and accelerated stress approaches to differentiate potential causes of aggregation in polyclonal antibody formulations during shipping

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2021-07-0122

OAAI

Enhanced Diffusive Transport in Fluctuating Porous Media

在波动的多孔介质中增强的扩散传输

IF16

2021-04-0115

PREAI

Machine learning and statistical analyses for extracting and characterizing fingerprints of antibody aggregation at container interfaces from flow microscopy images

BIOTECHNOLOGY AND BIOENGINEERING

IF3.6

2020-07-2838

OAAI

Deep Convolutional Neural Network Analysis of Flow Imaging Microscopy Data to Classify Subvisible Particles in Protein Formulations

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2018-04-0166

PREAI

Unraveling the Thousand Word Picture: An Introduction to Super-Resolution Data Analysis

解开千字图: 超分辨率数据分析导论

CHEMICAL REVIEWS

IF55.8

2017-04-1776

OAAI

Data-Driven Techniques for Detecting Dynamical State Changes in Noisily Measured 3D Single-Molecule Trajectories (vol 19, pg 18381, 2015)

IF4.6

2015-02-090

OAAI

Data-Driven Techniques for Detecting Dynamical State Changes in Noisily Measured 3D Single-Molecule Trajectories

IF4.6

2014-11-1212

OAAI

Estimation and Inference of Diffusion Coefficients in Complex Biomolecular Environments

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2011-01-073

PREAI

Extracting Kinetic and Stationary Distribution Information from Short MD Trajectories via a Collection of Surrogate Diffusion Models. (vol 5, pg 47, 2009)

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2009-07-070

OAAI

Using stochastic models calibrated from nanosecond nonequilibrium simulations to approximate mesoscale information

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2009-04-1416

OAAI