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Kuang Lung Shing weakly-supervised methods
Weakly Supervised Methods, supplied by Kuang Lung Shing, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/weakly-supervised+methods/weakly+supervised+methods/10__1007_slash_s10462___025___11185___y-798-67-68
Average 90 stars, based on 1 article reviews
weakly-supervised methods - by Bioz Stars, 2026-09
90/100 stars

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Article Title: Evaluating AI-powered predictive solutions for MRI in lumbar spinal stenosis: a systematic review
Article Snippet: Potential solutions include utilizing upright MRI (Nguyen et al. 2016) or lumbar pillows during acquisition (Hansen et al. 2017), training models on large multi-vendor datasets with early fusion strategies (Hartman et al., 2019), harmonizing multi-vendor MRI data (Kim et al. 2024; Bischl et al. 2023), employing image registration techniques, and developing automated deep learning-based annotation techniques for robust and objective segmentation. or using weakly-supervised methods for unannotated dataset (Kuang et al. 2022) or unsupervised approaches with image driven features (He et al. 2017) or starting with rule based segmentation algorithm as a boundary delineation then using classical machine learning algorithm for binary segmentation (Chevrefils et al. 2009).



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Kuang Lung Shing weakly-supervised methods
Weakly Supervised Methods, supplied by Kuang Lung Shing, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/weakly-supervised+methods/weakly+supervised+methods/10__1007_slash_s10462___025___11185___y-798-67-68
Average 90 stars, based on 1 article reviews
weakly-supervised methods - by Bioz Stars, 2026-09
90/100 stars
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