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Niklas Hartung

9 papers hereh-index 11489 citations39 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author5

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.OC1
  • q-bio.QM1
  • q-bio.TO1
  • stat.AP1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA mechanistic framework for a priori pharmacokinetic predictions of orally inhaled drugs

13 citations · 15 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

stat.ME2020★ 1 cited

Nonparametric goodness-of-fit testing for parametric covariate models in pharmacometric analyses

Niklas Hartung, Martin Wahl, Abhishake Rastogi +1

The characterization of covariate effects on model parameters is a crucial step during pharmacokinetic/pharmacodynamic analyses. While covariate selection criteria have been studie…

q-bio.TO2020★ 13 cited

A mechanistic framework for a priori pharmacokinetic predictions of orally inhaled drugs

Niklas Hartung, Jens Borghardt

The fate of orally inhaled drugs is determined by pulmonary pharmacokinetic (PK) processes such as particle deposition, pulmonary drug dissolution, and mucociliary clearance. Altho…

stat.ML2020

Reinforcement learning and Bayesian data assimilation for model-informed precision dosing in oncology

Corinna Maier, Niklas Hartung, Charlotte Kloft +2

Model-informed precision dosing (MIPD) using therapeutic drug/biomarker monitoring offers the opportunity to significantly improve the efficacy and safety of drug therapies. Curren…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.