Worku Gachena Negera

Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)

Derara Duba Rufo, Taye Girma Debelee, Achim Ibenthal et al. · Diagnostics · 2021 · 280 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Enhanced Region Growing for Brain Tumor MR Image Segmentation

Erena Siyoum Biratu, Friedhelm Schwenker, Taye Girma Debelee et al. · Journal of Imaging · 2021 · 135 citations · Full text

Lightweight Model for Botnet Attack Detection in Software Defined Network-Orchestrated IoT

Worku Gachena Negera, Friedhelm Schwenker, Taye Girma Debelee et al. · Applied Sciences · 2023 · 19 citations · Full text

Machine learning and remote sensing based time series analysis for drought risk prediction in Borena Zone, Southwest Ethiopia

Amanuel Kumsa Bojer, Bereket Hailu Biru, Ayad M. Fadhil Al‐Quraishi et al. · Journal of Arid Environments · 2024 · 14 citations

A Hybrid Machine Learning Model Based on Global and Local Learner Algorithms for Diabetes Mellitus Prediction

Derara Duba Rufo, Taye Girma Debelee, Worku Gachena Negera · Journal of biomimetics, biomaterials and biomedical engineering · 2022 · 11 citations

Engineering, Machine Learning, Artificial Pancreas +20