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researcher

John S. Lowengrub

4 papers hereh-index 5121 citations9 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedIndividualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss

5 citations · 10 across the 4 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023

Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans

Ray Zirui Zhang, Ivan Ezhov, Michal Balcerak +4

Predicting the infiltration of Glioblastoma (GBM) from medical MRI scans is crucial for understanding tumor growth dynamics and designing personalized radiotherapy treatment plans.…

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