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researcher

E. Oermann

8 papers hereh-index 408.8k citations262 works total

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

author position
  • middle author1
  • last author7

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

fields
  • cs.CL2
  • cs.CV2
  • cs.LG2
  • cs.AI1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedWide and deep volumetric residual networks for volumetric image classification

13 citations · 20 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.LG2021

Identifying and mitigating bias in algorithms used to manage patients in a pandemic

Yifan Li, Garrett Yoon, Mustafa Nasir-Moin +4

Numerous COVID-19 clinical decision support systems have been developed. However many of these systems do not have the merit for validity due to methodological shortcomings includi…

cs.LG2021★ 1 cited

Patient level simulation and reinforcement learning to discover novel strategies for treating ovarian cancer

Brian Murphy, Mustafa Nasir-Moin, Grace von Oiste +4

The prognosis for patients with epithelial ovarian cancer remains dismal despite improvements in survival for other cancers. Treatment involves multiple lines of chemotherapy and b…

eess.IV2021

Stereo Video Reconstruction Without Explicit Depth Maps for Endoscopic Surgery

Annika Brundyn, Jesse Swanson, Kyunghyun Cho +2

We introduce the task of stereo video reconstruction or, equivalently, 2D-to-3D video conversion for minimally invasive surgical video. We design and implement a series of end-to-e…

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