Targeted proteomics data interpretation with DeepMRM

Targeted proteomics is widely utilized in clinical proteomics; however, researchers often devote substantial time to manual data interpretation, which hinders the transferability, reproducibility, and scalability of this approach. We introduce DeepMRM, a software package based on deep learning algor...

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Veröffentlicht in:	Cell reports methods 2023-07, Vol.3 (7), p.100521-100521, Article 100521
Hauptverfasser:	Park, Jungkap, Wilkins, Christopher, Avtonomov, Dmitry, Hong, Jiwon, Back, Seunghoon, Kim, Hokeun, Shulman, Nicholas, MacLean, Brendan X., Lee, Sang-Won, Kim, Sangtae
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms machine learning Mass Spectrometry multiple reaction monitoring object detection peak detection Proteomics quality control quantification Reproducibility of Results selected reaction monitoring Skyline Software targeted proteomics
Online-Zugang:	Volltext
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