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Author

Gelan Ayana

ORCID: 0000-0002-5219-6098
Observed ORCID: 0000-0002-5219-6098
OpenAlex ID: A5005504673
Transfer Learning in Breast Cancer Diagnoses via Ultrasound Imaging
2021 · Gelan Ayana, Kokeb Dese, et al. · Cancers · 183
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Decolonizing global AI governance: assessment of the state of decolonized AI governance in Sub-Saharan Africa
2024 · Gelan Ayana, Kokeb Dese, et al. · Royal Society Open Science · 132
A Novel Multistage Transfer Learning for Ultrasound Breast Cancer Image Classification
2022 · Gelan Ayana, Jinhyung Park, et al. · Diagnostics · 132
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Vision-Transformer-Based Transfer Learning for Mammogram Classification
2023 · Gelan Ayana, Kokeb Dese, et al. · Diagnostics · 129
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Accurate Machine-Learning-Based classification of Leukemia from Blood Smear Images
2021 · Kokeb Dese, Hakkins Raj, et al. · Clinical Lymphoma Myeloma & Leukemia · 111
BUViTNet: Breast Ultrasound Detection via Vision Transformers
2022 · Gelan Ayana, Se-woon Choe · Diagnostics · 81
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Machine learning for air quality prediction and data analysis: Review on recent advancements, challenges, and outlooks
2025 · Manal Karmoude, Brenton Munhungewarwa, et al. · The Science of The Total Environment · 77
Multistage transfer learning for medical images
2024 · Gelan Ayana, Kokeb Dese, et al. · Artificial Intelligence Review · 66
Patchless Multi-Stage Transfer Learning for Improved Mammographic Breast Mass Classification
2022 · Gelan Ayana, Jinhyung Park, et al. · Cancers · 48
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Ultrasound-Responsive Nanocarriers for Breast Cancer Chemotherapy
2022 · Gelan Ayana, Jaemyung Ryu, et al. · Micromachines · 41
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Pathological Insights: Enhanced Vision Transformers for the Early Detection of Colorectal Cancer
2024 · Gelan Ayana, Hika Barki, et al. · Cancers · 32
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De-Speckling Breast Cancer Ultrasound Images Using a Rotationally Invariant Block Matching Based Non-Local Means (RIBM-NLM) Method
2022 · Gelan Ayana, Kokeb Dese, et al. · Diagnostics · 24
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Vision Transformers-Based Transfer Learning for Breast Mass Classification From Multiple Diagnostic Modalities
2024 · Gelan Ayana, Se-woon Choe · Journal of Electrical Engineering and Technology · 21
Vision Transformers for Breast Cancer Human Epidermal Growth Factor Receptor 2 Expression Staging without Immunohistochemical Staining
2023 · Gelan Ayana, Eonjin Lee, et al. · American Journal Of Pathology · 21
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Vision Transformers for Low-Quality Histopathological Images: A Case Study on Squamous Cell Carcinoma Margin Classification
2025 · So-yun Park, Gelan Ayana, et al. · Diagnostics · 19
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Low cost, non-invasive, and continuous vital signs monitoring device for pregnant women in low resource settings (Lvital device)
2022 · Kokeb Dese, Gelan Ayana, et al. · HardwareX · 19
Automated ECG Signals Analysis for Cardiac Abnormality Detection and Classification
2024 · Ahmed Mohammed Abagaro, Hika Barki, et al. · Journal of Electrical Engineering and Technology · 14
Domain and Histopathology Adaptations–Based Classification for Malignancy Grading System
2023 · Vicky Mudeng, Mifta Nur Farid, et al. · American Journal Of Pathology · 13
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Progress of Near-Infrared-Based Medical Imaging and Cancer Cell Suppressors
2022 · Vicky Mudeng, Gelan Ayana, et al. · Chemosensors · 11
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A review on health system-based surveillance for acute flaccid paralysis: technological advancements, challenges, and outlooks
2025 · Honey Gemechu, Gelane Biru, et al. · Journal of Health Population and Nutrition · 10
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Deep learning model meets community-based surveillance of acute flaccid paralysis
2024 · Gelan Ayana, Kokeb Dese, et al. · Infectious Disease Modelling · 9
Community-Based Surveillance of Acute Flaccid Paralysis: A Review on Detection and Reporting Strategy
2025 · Gelane Biru, Honey Gemechu, et al. · Journal of Epidemiology and Global Health · 8
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Reimagining Artificial Intelligence for zoonotic disease detection in Africa: a decolonial approach rooted in community engagement and local knowledge
2025 · Sylvain Landry Birane Faye, Denis Nkweteyim, et al. · AI and Ethics · 5
Breaking Diagnostic Barriers: Vision Transformers Redefine Monkeypox Detection
2025 · Gelan Ayana, Beshatu Debela Wako, et al. · Diagnostics · 4
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Insights and Implications from the Analysis of Acute Flaccid Paralysis Surveillance Data in Ethiopia
2024 · Gashaw Demlew, Mesfin Tefera, et al. · SSRN Electronic Journal · 3
Works count: 53
Citation count: 1,230
H-index: 16
I10-index: 20
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