Integration of alternative fragmentation techniques into standard LC-MS workflows using a single deep learning model enhances proteome coverage
Nikita Levin, Cemil Can Saylan, Joel Lapin, Yana Demyanenko et autres
2 citationsNature Methods
Kevin Yang
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27Publications signalées
561Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Advanced Proteomics Techniques and ApplicationsMass Spectrometry Techniques and ApplicationsMachine Learning in BioinformaticsMetabolomics and Mass Spectrometry StudiesAdvanced Biosensing Techniques and Applications
Publications récentes
Koina: Democratizing machine learning for proteomics research
Ludwig Lautenbacher, Kevin Yang, Tobias Kockmann, Christian Panse et autres
11 citationsNature Communications
Koina: Democratizing machine learning for proteomics research
Ludwig Lautenbacher, Kevin Yang, Tobias Kockmann, Christian Panse et autres
0 citationsZurich Open Repository and Archive (University of Zurich)
A Machine Learning-Based Framework to Shorten the Questionnaire for Assessing Autism Intervention
Audrey Dong, Claire Xu, Samuel R. Guo, Kevin Yang et autres
0 citationsarXiv (Cornell University)
Integrating Alternative Fragmentation Techniques into Standard LC-MS Workflows Using a Single Deep Learning Model Enhances Proteome Coverage
Nikita Levin, Cemil Can Saylan, Joel Lapin, Yana Demyanenko et autres
1 citationbioRxiv (Cold Spring Harbor Laboratory)
Benchmarking SILAC Proteomics Workflows and Data Analysis Platforms
Ashley M. Frankenfield, Kevin Yang, Wan Nur Atiqah binti Mazli, Jamison Shih et autres
8 citationsMolecular & Cellular Proteomics
diaTracer enables spectrum-centric analysis of diaPASEF proteomics data
Kai Li, Guo Ci Teo, Kevin Yang, Fengchao Yu et autres
32 citationsNature Communications
Holistic Integration of Deep Learning Models for Mass Spectrometry-Based Peptide Identification
0 citationsDeep Blue (University of Michigan)
Koina: Democratizing machine learning for proteomics research
Ludwig Lautenbacher, Kevin Yang, Tobias Kockmann, Christian Panse et autres
29 citationsbioRxiv (Cold Spring Harbor Laboratory)
diaTracer enables spectrum-centric analysis of diaPASEF proteomics data
Kai Li, Guo Ci Teo, Kevin Yang, Fengchao Yu et autres
6 citationsbioRxiv (Cold Spring Harbor Laboratory)
MSBooster: improving peptide identification rates using deep learning-based features
Kevin Yang, Fengchao Yu, Guo Ci Teo, Kai Li et autres
248 citationsNature Communications
Long-term outcomes following Dor, Toupet, and Nissen fundoplication: a network meta-analysis of randomized controlled trials
Yung Lee, Umair Tahir, Léa Tessier, Kevin Yang et autres
47 citationsSurgical Endoscopy
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