Towards robust machine olfaction: debiasing GC-MS data enhances prostate cancer diagnosis from urine volatiles
Adan Rotteveel, Wen‐Yee Lee, Zoi Kountouri, Nikolas Stefanou, Howard Kivell, Clifford D. Gluck, Shuguang Zhang, Andreas Mershin
This paper develops a machine learning approach to analyze GC-MS urine data for prostate cancer detection, achieving performance comparable to medical detection dogs.
PLoS ONE · May 30, 2025Peer-reviewedCancer Biology