3 papers
eess.IV2025
Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey
Guohui Cai, Ying Cai, Zeyu Zhang +5
Lung cancer remains one of the leading causes of morbidity and mortality worldwide, making early diagnosis critical for improving therapeutic outcomes and patient prognosis. Comput…
eess.IV2025
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule
Guohui Cai, Ruicheng Zhang, Hongyang He +8
Pulmonary nodules are critical indicators for the early diagnosis of lung cancer, making their detection essential for timely treatment. However, traditional CT imaging methods suf…
cs.LG2024
Efficient and Robust Knowledge Distillation from A Stronger Teacher Based on Correlation Matching
Wenqi Niu, Yingchao Wang, Guohui Cai +1
Knowledge Distillation (KD) has emerged as a pivotal technique for neural network compression and performance enhancement. Most KD methods aim to transfer dark knowledge from a cum…