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Taye Girma Debelee
Taye Girma Debelee
Ethiopian Artificial Intelligence Institute, AASTU, Associate Professor of AI
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Diagnosis of diabetes mellitus using gradient boosting machine (LightGBM)
DD Rufo, TG Debelee, A Ibenthal, WG Negera
Diagnostics 11 (9), 1714, 2021
2032021
Survey of deep learning in breast cancer image analysis
TG Debelee, F Schwenker, A Ibenthal, D Yohannes
Evolving Systems 11 (1), 143-163, 2020
1852020
A survey of brain tumor segmentation and classification algorithms
ES Biratu, F Schwenker, YM Ayano, TG Debelee
Journal of Imaging 7 (9), 179, 2021
1602021
Enhanced Region Growing for Brain Tumor MR Image Segmentation
ESS Biratu, F Schwenker, TGG Debelee, SRR Kebede, WGG Negera, ...
Journal of Imaging 7 (2), 22, 2021
1142021
Deep Learning in Selected Cancers’ Image Analysis—A Survey
FSZMS Taye Girma Debelee, Samuel Rahimeto Kebede
J.Imaging 6 (11), 121, 2020
732020
Interpretable machine learning techniques in ECG-based heart disease classification: a systematic review
YM Ayano, F Schwenker, BD Dufera, TG Debelee
Diagnostics 13 (1), 111, 2022
712022
Evaluation of modified adaptive k-means segmentation algorithm
TG Debelee, F Schwenker, S Rahimeto, D Yohannes
Computational Visual Media, 1-15, 2019
612019
Classification of mammograms using texture and cnn based extracted features
TG Debelee, A Gebreselasie, F Schwenker, M Amirian, D Yohannes
Journal of Biomimetics, Biomaterials and Biomedical Engineering 42, 79-97, 2019
522019
Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction
TG Debelee, M Amirian, A Ibenthal, G Palm, F Schwenker
International Conference on Information and Communication Technology for …, 2018
462018
Machine Learning in Cereal Crops Disease Detection: A Review
FG Waldamichael, TG Debelee, F Schwenker, YM Ayano, SR Kebede
Algorithms 15 (3), 75, 2022
432022
Skin Lesion Classification and Detection Using Machine Learning Techniques: A Systematic Review
TG Debelee
Diagnostics 13 (19), 2023
382023
Automatic pectoral muscle removal in mammograms
S Rahimeto, TG Debelee, D Yohannes, F Schwenker
Evolving Systems 12 (2), 519-526, 2021
382021
Text-Based Chatbot in Financial Sector: A Systematic Literature Review
FFWTGD Hana Demma Wube, Sintayehu Zekarias Esubalew
Data Science in Finance and Economics 2 (3), 232-259, 2022
362022
Coffee disease detection using a robust HSV color‐based segmentation and transfer learning for use on smartphones
FG Waldamichael, TG Debelee, YM Ayano
International Journal of Intelligent Systems, 2011
332011
Detection of Bacterial Wilt on Enset Crop Using Deep Learning Approach
YK Afework, TG Debelee
International Journal of Engineering Research in Africa 51, 131-146, 2020
312020
Review of botnet attack detection in SDN-enabled IoT Using machine learning
WG Negera, F Schwenker, TG Debelee, HM Melaku, YM Ayano
Sensors 22 (24), 9837, 2022
242022
Classifier Based Breast Cancer Segmentation
DY Samuel Rahimeto Kebede, Taye Girma Debelee, Friedhelm Schwenker
Journal of Biomimetics, Biomaterials and Biomedical Engineering 47, 41-61, 2020
242020
Lightweight Multireceptive Field CNN for 12-Lead ECG Signal Classification
DW Feyisa, TG Debelee, YM Ayano, SR Kebede, TF Assor
Computational Intelligence and Neuroscience 2022, 2022
232022
A Hybrid Machine-Learning Model Based on Global and Local Learner Algorithms for Diabetes Mellitus Prediction
TGDWGN Derara Duba Rufo
Journal of Biomimetics, Biomaterials and Biomedical Engineering 54, 65-88, 2022
132022
Weak localization of radiographic manifestations in pulmonary tuberculosis from chest x-ray: A systematic review
DW Feyisa, YM Ayano, TG Debelee, F Schwenker
Sensors 23 (15), 6781, 2023
122023
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