Nipon Theera‐Umpon

Automatic cervical cell segmentation and classification in Pap smears

Thanatip Chankong, Nipon Theera‐Umpon, Sansanee Auephanwiriyakul · Computer Methods and Programs in Biomedicine · 2014 · 263 citations

Cervical Cancer Management, Cervical Cancer Screening, Cervical Cancer +12

Morphological Granulometric Features of Nucleus in Automatic Bone Marrow White Blood Cell Classification

Nipon Theera‐Umpon, Sompong Dhompongsa · IEEE Transactions on Information Technology in Biomedicine · 2007 · 173 citations

Engineering, Machine Learning, Diagnosis +24

XGBoost-Based Framework for Smoking-Induced Noncommunicable Disease Prediction

Khishigsuren Davagdorj, Van-Huy Pham, Nipon Theera‐Umpon et al. · International Journal of Environmental Research and Public Health · 2020 · 90 citations · Full text

Engineering, Machine Learning, Feature Selection +19

Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features

Krit Somkantha, Nipon Theera‐Umpon, Sansanee Auephanwiriyakul · IEEE Transactions on Biomedical Engineering · 2010 · 87 citations

Engineering, Correct Boundary, Boundary Detection +20

An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets

Tsatsral Amarbayasgalan, Van-Huy Pham, Nipon Theera‐Umpon et al. · IEEE Access · 2021 · 69 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23