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K. Lafata

10 papers hereh-index 7121 citations26 works total

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

author position
  • middle author7
  • last author2

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • eess.IV3
  • cs.LG2
  • cs.CL1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedVirtual Lung Screening Trial (VLST): An In Silico Study Inspired by the National Lung Screening Trial for Lung Cancer Detection

10 citations · 13 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.LG2023

A personalized Uncertainty Quantification framework for patient survival models: estimating individual uncertainty of patients with metastatic brain tumors in the absence of ground truth

Yuqi Wang, Aarzu Gupta, David Carpenter +9

TodevelopanovelUncertaintyQuantification (UQ) framework to estimate the uncertainty of patient survival models in the absence of ground truth, we developed and evaluated our approa…

cs.CV2023

Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation

Kaouther Mouheb, Mobina Ghojogh Nejad, Lavsen Dahal +4

Accurate 3D modeling of human organs is critical for constructing digital phantoms in virtual imaging trials. However, organs such as the large intestine remain particularly challe…

eess.IV2023★ 1 cited

Duke Spleen Data Set: A Publicly Available Spleen MRI and CT dataset for Training Segmentation

Yuqi Wang, Jacob A. Macdonald, Katelyn R. Morgan +7

Spleen volumetry is primarily associated with patients suffering from chronic liver disease and portal hypertension, as they often have spleens with abnormal shapes and sizes. Howe…

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