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researcher

J. Polson

3 papers hereh-index 8217 citations19 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
  • eess.IV2
  • cs.LG1
same name
  • J. Polson — 21 papers, h 19

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedIntra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time

43 citations · 60 across the 3 of their papers we have counts for

collaborators

3 papers

eess.IV2023★ 1 cited

Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models

Haoyue Zhang, Jennifer S. Polson, Eric J. Yang +3

For acute ischemic stroke (AIS) patients with large vessel occlusions, clinicians must decide if the benefit of mechanical thrombectomy (MTB) outweighs the risks and potential comp…

eess.IV2020★ 43 cited

Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time

Haoyue Zhang, Jennifer S Polson, Kambiz Nael +6

Treatment of acute ischemic strokes (AIS) is largely contingent upon the time since stroke onset (TSS). However, TSS may not be readily available in up to 25% of patients with unwi…

cs.LG2019★ 16 cited

Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach

Wenyuan Li, Zichen Wang, Jiayun Li +3

Recently, semi-supervised learning methods based on generative adversarial networks (GANs) have received much attention. Among them, two distinct approaches have achieved competiti…

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