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researcher

K. Singleton

3 papers hereh-index 9607 citations64 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedRobust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet

6 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023★ 1 cited

Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm

Lujia Wang, Hairong Wang, Fulvio D'Angelo +22

Glioblastoma (GBM) is one of the most aggressive and lethal human cancers. Intra-tumoral genetic heterogeneity poses a significant challenge for treatment. Biopsy is invasive, whic…

eess.IV2020★ 6 cited

Robust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet

Sara Ranjbar, Kyle W. Singleton, Lee Curtin +5

Whole brain extraction, also known as skull stripping, is a process in neuroimaging in which non-brain tissue such as skull, eyeballs, skin, etc. are removed from neuroimages. Skul…

q-bio.NC2019

Sex differences in predicting fluid intelligence of adolescent brain from T1-weighted MRIs

Sara Ranjbar, Kyle W. Singleton, Lee Curtin +4

Fluid intelligence (Gf) has been defined as the ability to reason and solve previously unseen problems. Links to Gf have been found in magnetic resonance imaging (MRI) sequences su…

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