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Taye Girma Debelee

Observed names: Girma Taye, Taye Girma Debelee, Taye Girma, Taye Girma Debele
ORCID: 0000-0002-0876-2021
Observed ORCID: 0000-0002-0876-2021
OpenAlex ID: A5005289592
Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)
2021 · Derara Duba Rufo, Taye Girma Debelee, et al. · Diagnostics · 352
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A Survey of Brain Tumor Segmentation and Classification Algorithms
2021 · Erena Siyoum Biratu, Friedhelm Schwenker, et al. · Journal of Imaging · 222
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Survey of deep learning in breast cancer image analysis
2019 · Taye Girma Debelee, Friedhelm Schwenker, et al. · Evolving Systems · 182
Enhanced Region Growing for Brain Tumor MR Image Segmentation
2021 · Erena Siyoum Biratu, Friedhelm Schwenker, et al. · Journal of Imaging · 157
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Skin Lesion Classification and Detection Using Machine Learning Techniques: A Systematic Review
2023 · Taye Girma Debelee · Diagnostics · 150
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Interpretable Machine Learning Techniques in ECG-Based Heart Disease Classification: A Systematic Review
2022 · Yehualashet Megersa Ayano, Friedhelm Schwenker, et al. · Diagnostics · 139
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Deep Learning in Selected Cancers’ Image Analysis—A Survey
2020 · Taye Girma Debelee, Samuel Rahimeto Kebede, et al. · Journal of Imaging · 74
Evaluation of modified adaptive k-means segmentation algorithm
2019 · Taye Girma Debelee, Friedhelm Schwenker, et al. · Computational Visual Media · 65
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Machine Learning in Cereal Crops Disease Detection: A Review
2022 · Fraol Gelana Waldamichael, Taye Girma Debelee, et al. · Algorithms · 62
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Text-Based Chatbot in Financial Sector: A Systematic Literature Review
2022 · Hana Demma Wube, Sintayehu Zekarias Esubalew, et al. · Data Science in Finance and Economics · 60
Dual view deep learning for enhanced breast cancer screening using mammography
2024 · Samuel Rahimeto Kebede, Fraol Gelana Waldamichael, et al. · Scientific Reports · 47
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Coffee disease detection using a robust HSV color‐based segmentation and transfer learning for use on smartphones
2021 · Fraol Gelana Waldamichael, Taye Girma Debelee, et al. · International Journal of Intelligent Systems · 47
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Classification of Mammograms Using Texture and CNN Based Extracted Features
2019 · Taye Girma Debelee, Abrham Gebreselasie, et al. · Journal of biomimetics, biomaterials and biomedical engineering · 45
Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction
2018 · Taye Girma Debelee, Mohammadreza Amirian, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 42
Lightweight Multireceptive Field CNN for 12-Lead ECG Signal Classification
2022 · Degaga Wolde Feyisa, Taye Girma Debelee, et al. · Computational Intelligence and Neuroscience · 41
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Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal
2024 · Yehualashet Megersa Ayano, Friedhelm Schwenker, et al. · IEEE Access · 40
Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning
2022 · Worku Gachena Negera, Friedhelm Schwenker, et al. · Sensors · 38
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Automatic pectoral muscle removal in mammograms
2019 · Samuel Rahimeto, Taye Girma Debelee, et al. · Evolving Systems · 36
Diabetic retinopathy screening using machine learning: a systematic review
2025 · Fitsum Mesfin Dejene, Taye Girma Debelee, et al. · BMC Biomedical Engineering · 33
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Detection of Bacterial Wilt on Enset Crop Using Deep Learning Approach
2020 · Yidnekachew Kibru Afework, Taye Girma Debelee · International journal of engineering research in Africa · 30
Classifier Based Breast Cancer Segmentation
2020 · Samuel Rahimeto Kebede, Taye Girma Debelee, et al. · Journal of biomimetics, biomaterials and biomedical engineering · 27
Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review
2023 · Degaga Wolde Feyisa, Yehualashet Megersa Ayano, et al. · Sensors · 24
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Machine learning and remote sensing based time series analysis for drought risk prediction in Borena Zone, Southwest Ethiopia
2024 · Amanuel Kumsa Bojer, Bereket Hailu Biru, et al. · Journal of Arid Environments · 21
Lightweight Model for Botnet Attack Detection in Software Defined Network-Orchestrated IoT
2023 · Worku Gachena Negera, Friedhelm Schwenker, et al. · Applied Sciences · 20
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AHP and Machine Learning‐Based Military Strategic Site Selection: A Case Study of Adea District East Shewa Zone, Ethiopia
2023 · Amanuel Kumsa Bojer, Firesew Feyisso Woldesilassie, et al. · Journal of Sensors · 18
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Works count: 58
Citation count: 2,107
H-index: 22
I10-index: 30
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