most citedPulmonologists-Level lung cancer detection based on standard blood test results and smoking status using an explainable machine learning approach

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

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cs.LG2025★ 1 cited

Uncertainty-Aware Generative Oversampling Using an Entropy-Guided Conditional Variational Autoencoder

Amirhossein Zare, Amirhessam Zare, Parmida Sadat Pezeshki +5

Class imbalance remains a major challenge in machine learning, especially for high-dimensional biomedical data where nonlinear manifold structures dominate. Traditional oversamplin…

cs.LG2024★ 2 cited

Pulmonologists-Level lung cancer detection based on standard blood test results and smoking status using an explainable machine learning approach

Ricco Noel Hansen Flyckt, Louise Sjodsholm, Margrethe Høstgaard Bang Henriksen +7

Lung cancer (LC) remains the primary cause of cancer-related mortality, largely due to late-stage diagnoses. Effective strategies for early detection are therefore of paramount imp…