A clustering‐based approach to address correlated features in predicting genitourinary toxicity from MRI‐guided prostate SBRT
Sign Up to like & getrecommendations! Published in 2025 at "Medical Physics"
DOI: 10.1002/mp.17834
Abstract: It is common in outcome analysis to work with a large set of candidate prognostic features. However, such high‐dimensional input and relatively small sample size leads to risk of overfitting, low generalizability, and correlation bias. read more here.
Keywords: clustering based; approach address; correlated features; address correlated ... See more keywords
ChemoQuant: A novel approach to address the current chemotherapy supply problems in low resource countries.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Clinical Oncology"
DOI: 10.1200/jco.2018.36.15_suppl.e18593
Abstract: e18593Background: Access to chemotherapy in low resource such as Sub-Saharan Africa is a growing problem. It is estimated that more than half a million people die of cancer in 2015 alone and the tr... read more here.
Keywords: chemotherapy; novel approach; approach address; chemoquant novel ... See more keywords
Systematic Approach to Address Early Pandemic's Diagnostic Unmet Needs
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Microbiology"
DOI: 10.3389/fmicb.2022.910156
Abstract: During the first few months of the global Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) pandemic, the medical research community had to expeditiously develop, select, and deploy novel diagnostic methods and tools to address the numerous… read more here.
Keywords: early pandemic; address early; approach address; pandemic diagnostic ... See more keywords