Djupinlärningmodeller av cancermekanismer – Avlant Nilssons forskargrupp

Publikationer

Utvalda publikationer

• Review: NPJ PRECISION ONCOLOGY. 2025;9(1):46

  Towards an interpretable deep learning model of cancer

  Nilsson A; Meimetis N; Lauffenburger DA
• Article: ISCIENCE. 2024;27(4):109509

  Inference of drug off-target effects on cellular signaling using interactome-based deep learning

  Meimetis N; Lauffenburger DA; Nilsson A
• Article: NATURE COMMUNICATIONS. 2022;13(1):3069

  Artificial neural networks enable genome-scale simulations of intracellular signaling

  Nilsson A; Peters JM; Meimetis N; Bryson B; Lauffenburger DA
• Article: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 2020;117(19):10294-10304

  Quantitative analysis of amino acid metabolism in liver cancer links glutamate excretion to nucleotide synthesis

  Nilsson A; Haanstra JR; Engqvist M; Gerding A; Bakker BM; Klingmueller U; Teusink B; Nielsen J
• Article: SCIENCE SIGNALING. 2020;13(624):eaaz1482

  An atlas of human metabolism

  Robinson JL; Kocabas P; Wang H; Cholley P-E; Cook D; Nilsson A; Anton M; Ferreira R; Domenzain I; Billa V; Limeta A; Hedin A; Gustafsson J; Kerkhoven EJ; Svensson LT; Palsson BO; Mardinoglu A; Hansson L; Uhlen M; Nielsen J

Medarbetare och kontakt

Gruppledare

• 

  Avlant Nilsson

  Biträdande Lektor

  E-postadress avlant.nilsson@ki.se

Alla medarbetare i gruppen

• 

  Beate Gündel

  Postdoktor

  E-postadress beate.gundel@ki.se
• 

  Olof Nordenstorm

  Doktorand

  E-postadress olof.nordenstorm@ki.se
• 

  Xinhe Xing

  Doktorand

  E-postadress xinhe.xing@ki.se
• Xuechun Xu

  Postdoktor

  E-postadress xuechun.xu@ki.se

Besöksadress

Science for Life Laboratory, Cell and Molecular Biology, Tomtebodavägen 23A, alpha 2, Solna, 171 65, Sweden