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researcher

Karandeep Singh

3 papers here

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

author position
  • first author1
  • middle author2

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

fields
  • cs.LG2
  • physics.ao-ph1
ORCID 0000-0001-8980-2330
same name
  • Karandeep Singh — 1 paper, h 29

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

most citedPerformance evaluation of predictive AI models to support medical decisions: Overview and guidance

14 citations · 16 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 14 cited

Performance evaluation of predictive AI models to support medical decisions: Overview and guidance

Ben Van Calster, Gary S. Collins, Andrew J. Vickers +11

A myriad of measures to illustrate performance of predictive artificial intelligence (AI) models have been proposed in the literature. Selecting appropriate performance measures is…

physics.ao-ph2024

Self Supervised Vision for Climate Downscaling

Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi +4

Climate change is one of the most critical challenges that our planet is facing today. Rising global temperatures are already bringing noticeable changes to Earth's weather and cli…

cs.LG2023★ 2 cited

An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets

Faris F. Gulamali, Ashwin S. Sawant, Lora Liharska +11

The adoption of diagnosis and prognostic algorithms in healthcare has led to concerns about the perpetuation of bias against disadvantaged groups of individuals. Deep learning meth…

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