Ian Stavness
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Explore the profile of Ian Stavness including associated specialties, affiliations and a list of published articles.
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51
Citations
476
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Recent Articles
1.
Wang Y, Stavness I
Front Artif Intell
. 2025 Jan;
7():1498956.
PMID: 39850848
Introduction: Active learning can significantly decrease the labeling cost of deep learning workflows by prioritizing the limited labeling budget to high-impact data points that have the highest positive impact on...
2.
Andvaag E, Krys K, Shirtliffe S, Stavness I
Plant Phenomics
. 2024 Nov;
6:0268.
PMID: 39525981
Plant population counts are highly valued by crop producers as important early-season indicators of field health. Traditionally, emergence rate estimates have been acquired through manual counting, an approach that is...
3.
David E, Ogidi F, Smith D, Chapman S, de Solan B, Guo W, et al.
Plant Phenomics
. 2024 Jan;
5:0059.
PMID: 38239739
Data competitions have become a popular approach to crowdsource new data analysis methods for general and specialized data science problems. Data competitions have a rich history in plant phenotyping, and...
4.
Sagl B, Schmid-Schwap M, Piehslinger E, Yao H, Rausch-Fan X, Stavness I
J Mech Behav Biomed Mater
. 2024 Jan;
151:106401.
PMID: 38237207
Mastication is a vital human function and uses an intricate coordination of muscle activation to break down food. Collection of detailed muscle activation patterns is complex and commonly only masseter...
5.
Jegede O, Fajana H, Adedokun A, Najafian K, Lingling J, Stavness I, et al.
Environ Pollut
. 2023 Oct;
339:122772.
PMID: 37858700
Growth is an important toxicity end-point in ecotoxicology but is rarely used in soil ecotoxicological studies. Here, we assessed the growth change of Oppia nitens when exposed to reference and...
6.
Mostafa S, Mondal D, Panjvani K, Kochian L, Stavness I
Front Artif Intell
. 2023 Oct;
6:1203546.
PMID: 37795496
The increasing human population and variable weather conditions, due to climate change, pose a threat to the world's food security. To improve global food security, we need to provide breeders...
7.
Shamei A, Soskuthy M, Stavness I, Gick B
Sci Rep
. 2023 Jun;
13(1):9634.
PMID: 37316530
No abstract available.
8.
Stavness I, Giuffrida V, Scharr H
Front Artif Intell
. 2023 Jun;
6:1187301.
PMID: 37261332
No abstract available.
9.
Shamei A, Soskuthy M, Stavness I, Gick B
Sci Rep
. 2023 May;
13(1):8231.
PMID: 37217497
Understanding the role of anti-gravity behaviour in fine motor control is crucial to achieving a unified theory of motor control. We compare speech from astronauts before and immediately after microgravity...
10.
Ogidi F, Eramian M, Stavness I
Plant Phenomics
. 2023 Apr;
5:0037.
PMID: 37040288
The rise of self-supervised learning (SSL) methods in recent years presents an opportunity to leverage unlabeled and domain-specific datasets generated by image-based plant phenotyping platforms to accelerate plant breeding programs....