Avlant Nilsson

11PUBLICATIONS
42CO-AUTHORS
Predictive and prognostic markersBiological network analysisMachine learning not elsewhere classifiedComputational physiologyArtificial life and complex adaptive systems
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Publications (11)

|Mar 18, 2026
Zero-shot prediction of drug responses using biologically informed neural networks trained on phosphoproteomic timeseries.

Konstantinos Antonopoulos, Olof Nordenstorm, Avlant Nilsson

|Nov 24, 2025
Biologically informed neural network models are robust to spurious interactions via self-pruning.

Olof Nordenstorm, Hratch Baghdassarian, Douglas A Lauffenburger

|Dec 13, 2024
Author Correction: AutoTransOP: translating omics signatures without orthologue requirements using deep learning.

Nikolaos Meimetis, Krista M Pullen, Daniel Y Zhu

|Jan 29, 2024
AutoTransOP: translating omics signatures without orthologue requirements using deep learning.

Nikolaos Meimetis, Krista M Pullen, Daniel Y Zhu

|Jun 02, 2022
Artificial neural networks enable genome-scale simulations of intracellular signaling.

Avlant Nilsson, Joshua M Peters, Nikolaos Meimetis

|Apr 29, 2020
Quantitative analysis of amino acid metabolism in liver cancer links glutamate excretion to nucleotide synthesis.

Avlant Nilsson, Jurgen R Haanstra, Martin Engqvist

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