Detalhe da pesquisa
1.
Motion of VAPB molecules reveals ER-mitochondria contact site subdomains.
Nature
; 626(7997): 169-176, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-38267577
2.
Supervised and unsupervised machine learning approaches for monitoring subvisible particles within an aluminum-salt adjuvanted vaccine formulation.
Biotechnol Bioeng
; 121(5): 1626-1641, 2024 May.
Artigo
em Inglês
| MEDLINE | ID: mdl-38372650
3.
Machine learning approaches to root cause analysis, characterization, and monitoring of subvisible particles in monoclonal antibody formulations.
Biotechnol Bioeng
; 119(12): 3596-3611, 2022 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-36124935
4.
Testing Precision Limits of Neural Network-Based Quality Control Metrics in High-Throughput Digital Microscopy.
Pharm Res
; 39(2): 263-279, 2022 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-35080706
5.
Machine learning and statistical analyses for extracting and characterizing "fingerprints" of antibody aggregation at container interfaces from flow microscopy images.
Biotechnol Bioeng
; 117(11): 3322-3335, 2020 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-32667683
6.
Correction: Calderon, C.P. Data-Driven Techniques for Detecting Dynamical State Changes in Noisily Measured 3D Single-Molecule Trajectories. Molecules 19, 18381-18398.
Molecules
; 20(2): 2828-30, 2015 Feb 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-25671332
7.
Data-driven techniques for detecting dynamical state changes in noisily measured 3D single-molecule trajectories.
Molecules
; 19(11): 18381-98, 2014 Nov 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-25397733
8.
Stain-Free Approach to Determine and Monitor Cell Heath Using Supervised and Unsupervised Image-Based Deep Learning.
J Pharm Sci
; 2024 May 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-38710387
9.
Features in Backgrounds of Microscopy Images Introduce Biases in Machine Learning Analyses.
J Pharm Sci
; 113(5): 1177-1189, 2024 May.
Artigo
em Inglês
| MEDLINE | ID: mdl-38484874
10.
Interfacial Adsorption Controls Particle Formation in Antibody Formulations Subjected to Extensional Flows and Hydrodynamic Shear.
J Pharm Sci
; 112(11): 2766-2777, 2023 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-37453529
11.
Combining Machine Learning and Backgrounded Membrane Imaging: A Case Study in Comparing and Classifying Different Types of Biopharmaceutically Relevant Particles.
J Pharm Sci
; 111(9): 2422-2434, 2022 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-35661758
12.
Machine Learning Analysis Provides Insight into Mechanisms of Protein Particle Formation Inside Containers During Mechanical Agitation.
J Pharm Sci
; 111(10): 2730-2744, 2022 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-35835184
13.
Enhanced Diffusive Transport in Fluctuating Porous Media.
ACS Nano
; 15(4): 7392-7398, 2021 04 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-33793204
14.
Hydrogel Coatings on Container Surfaces Reduce Protein Aggregation Caused by Mechanical Stress and Cavitation.
ACS Appl Bio Mater
; 4(9): 6946-6953, 2021 09 20.
Artigo
em Inglês
| MEDLINE | ID: mdl-35006994
15.
Machine Learning and Accelerated Stress Approaches to Differentiate Potential Causes of Aggregation in Polyclonal Antibody Formulations During Shipping.
J Pharm Sci
; 110(7): 2743-2752, 2021 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-33647275
16.
P-SPLINES USING DERIVATIVE INFORMATION.
Multiscale Model Simul
; 8(4): 1562-1580, 2010.
Artigo
em Inglês
| MEDLINE | ID: mdl-21691592
17.
Statistical Inference of Transport Mechanisms and Long Time Scale Behavior from Time Series of Solute Trajectories in Nanostructured Membranes.
J Phys Chem B
; 124(37): 8110-8123, 2020 09 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-32790365
18.
Analyzing single-molecule manipulation experiments.
J Mol Recognit
; 22(5): 356-62, 2009.
Artigo
em Inglês
| MEDLINE | ID: mdl-19479747
19.
Quantifying multiscale noise sources in single-molecule time series.
J Phys Chem B
; 113(1): 138-48, 2009 Jan 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-19072043
20.
Using stochastic models calibrated from nanosecond nonequilibrium simulations to approximate mesoscale information.
J Chem Phys
; 130(14): 144908, 2009 Apr 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-19368472