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cs.CV2026
LiteMedCoT-VL: Parameter-Efficient Adaptation for Medical Visual Question Answering
Runze Ma, Shunbo Jia, Haonan Lyu +2
The reasoning gap between large and compact vision-language models (VLMs) limits the deployment of medical AI on portable clinical devices. Compact VLMs of 2--4B parameters can run…
cs.CV2024
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN
Peihceng Wu, Runze Ma, Teoh Teik Toe
This paper proposes a CNN classification network based on Bagging and stacking ensemble learning methods for breast cancer classification. The model was trained and tested on the p…