Systematic benchmarking of mass spectrometry-based antibody sequencing reveals methodological biases
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Author(s):
Maria Chernigovskaya, Khang Lê Quý, Maria Stensland, Sachin Singh, Rowan Nelson, Melih Yilmaz, Konstantinos Kalogeropoulos, Pavel Sinitcyn, Anand Patel, Natalie Castellana, Stefano Bonissone, Stian Foss, Jan Terje Andersen, Geir Kjetil Sandve, Timothy Patrick Jenkins, William S. Noble, Tuula A. Nyman, Igor Snapkow, Victor Greiff
Published in:
Cell Systems, Issue 16, 2026, ISSN 2405-4712
Publisher:
Elsevier BV
DOI:
10.1016/J.CELS.2025.101449
Training data composition determines machine learning generalization and biological rule discovery
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Author(s):
Eugen Ursu; Aygul Minnegalieva; Puneet Rawat; Maria Chernigovskaya; Robi Tacutu; Geir Kjetil Sandve; Philippe A. Robert; Victor Greiff
Published in:
Nature Machine Intelligence, 2025, ISSN 2522-5839
Publisher:
Nature Publishing Group
DOI:
10.1101/2024.06.17.599333