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Karsten Roth

12 papers hereh-index 195.1k citations28 works total

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

author position
  • first author7
  • middle author5

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG3
  • eess.IV2
same name
  • Karsten Roth — 3 papers, h 7
  • Karsten Roth — 2 papers
  • Karsten Roth — 1 paper, h 4

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
20192022
most citedMIC: Mining Interclass Characteristics for Improved Metric Learning

17 citations · 44 across the 6 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2020

Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning

Joseph Paul Cohen, Lan Dao, Paul Morrison +8

Purpose: The need to streamline patient management for COVID-19 has become more pressing than ever. Chest X-rays provide a non-invasive (potentially bedside) tool to monitor the pr…

eess.IV2019

Mask Mining for Improved Liver Lesion Segmentation

Karsten Roth, Jürgen Hesser, Tomasz Konopczyński

We propose a novel procedure to improve liver and lesion segmentation from CT scans for U-Net based models. Our method extends standard segmentation pipelines to focus on higher ta…

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