Taye Girma Debelee

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Friedhelm SchwenkerUlm University, Institute of Neural Information ProcessingVerified email at uni-ulm.de
Yehualashet Megersa AyanoArtificial Intelligence InstituteVerified email at aii.et
Worku Gachena NegeraEthiopian Artificial Intelligence InstituteVerified email at aii.et
Degaga Wolde FeyisaEthiopian Artificial Intelligence InstituteVerified email at aic.et
Fraol Gelana WaldamichaelUniversity College DublinVerified email at ucdconnect.ie
Bisrat Derebssa DuferaAddis Ababa UniversityVerified email at aait.edu.et
samuel rahimetoEthiopian ArtificialIntelligence Institute, Debre Berhan UniversityVerified email at dbu.edu.et
mohammadreza amirianHES-SO Valais-Wallis, Sierre, Valais, SwitzerlandVerified email at hevs.ch
Henock Mulugeta MelakuAssistant Professor of Computer EngineeringVerified email at aait.edu.et
Hana Demma WubeEthiopian Artificial Intelligence InstituteVerified email at pg.sharda.ac.in
Abrham GebreselasieCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Günther PalmProfessor für Neuroinformatik, Universität UlmVerified email at uni-ulm.de
Yidnekachew Kibru AfeworkWolkite UniversityVerified email at wku.edu.et
Tesfaye Adisu TarekegnDirector, Ethiopia Artificial Intelligence InstituteVerified email at aii.et
Sinshaw Bekele HabteMekelle UniversityVerified email at mu.edu.et
Tesfa TegegneBahir Dar UniversityVerified email at bdu.edu.et
Martha Yifiru TachbelieSchool of Information Science, Addis Ababa UniversityVerified email at aau.edu.et
Elbetel TayeEthiopian Artificial Intelligence InstituteVerified email at ju.edu.et
Dereje Yohannes (PHD)Addis Ababa Science and Technology University

Taye Girma Debelee

Ethiopian Artificial Intelligence Institute, AASTU, Associate Professor of AI

No verified email - Homepage

Machine Learning Deep Learning Computer Vision Pattern Recognition


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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	203	2021
Survey of deep learning in breast cancer image analysis TG Debelee, F Schwenker, A Ibenthal, D Yohannes Evolving Systems 11 (1), 143-163, 2020	185	2020
A survey of brain tumor segmentation and classification algorithms ES Biratu, F Schwenker, YM Ayano, TG Debelee Journal of Imaging 7 (9), 179, 2021	160	2021
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	114	2021
Deep Learning in Selected Cancers’ Image Analysis—A Survey FSZMS Taye Girma Debelee, Samuel Rahimeto Kebede J.Imaging 6 (11), 121, 2020	73	2020
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	71	2022
Evaluation of modified adaptive k-means segmentation algorithm TG Debelee, F Schwenker, S Rahimeto, D Yohannes Computational Visual Media, 1-15, 2019	61	2019
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	52	2019
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	46	2018
Machine Learning in Cereal Crops Disease Detection: A Review FG Waldamichael, TG Debelee, F Schwenker, YM Ayano, SR Kebede Algorithms 15 (3), 75, 2022	43	2022
Skin Lesion Classification and Detection Using Machine Learning Techniques: A Systematic Review TG Debelee Diagnostics 13 (19), 2023	38	2023
Automatic pectoral muscle removal in mammograms S Rahimeto, TG Debelee, D Yohannes, F Schwenker Evolving Systems 12 (2), 519-526, 2021	38	2021
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	36	2022
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	33	2011
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	31	2020
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	24	2022
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	24	2020
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	23	2022
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	13	2022
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	12	2023

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