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Eyerusalem Gebremeskel

Jimma University (JU) - Jimma Institute of Technology

SCHOLARLY PAPERS

7

DOWNLOADS

721

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

A Survey on Acute Flaccid Paralysis Health System-Based Surveillance

Number of pages: 37 Posted: 26 Aug 2024
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Ethiopian Public Health Institute, Ethiopian Public Health Institute, Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Kumoh National Institute of Technology (KIT) - Department of Medical IT Convergence Engineering, University of Toronto and Jimma University (JU)
Downloads 217 (354,560)

Abstract:

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Acute flaccid paralysis, poliomyelitis, surveillance, health system

2.

AFP Assistant: A Retrieval-Augmented Generation and Large Language Model-powered Multilingual Polio Chatbot for Low-Resource Language Communities

Number of pages: 25 Posted: 01 Dec 2025
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU), Jimma University (JU), Jimma University (JU) and Artificial Intelligence & Mathematical Modeling Lab (AIMMLab); Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC); University of Toronto
Downloads 143 (534,155)

Abstract:

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Acute flaccid paralysis, community-based disease surveillance, large language model

3.

Community-based Surveillance of Acute Flaccid Paralysis: A Review on Detection and Reporting Strategy

Number of pages: 34 Posted: 28 Aug 2024
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Ethiopian Public Health Institute, Ethiopian Public Health Institute, Jimma University (JU), Jimma University (JU), Jimma University (JU), Jimma University (JU), Kumoh National Institute of Technology (KIT) - Department of Medical IT Convergence Engineering, University of Toronto and Jimma University (JU)
Downloads 95 (715,072)

Abstract:

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polio, acute flaccid paralysis, community-based surveillance, surveillance

4.

Machine Learning Framework for Early Detection of Polio Outbreaks From Acute Flaccid Paralysis Surveillance Data

Number of pages: 26 Posted: 26 Nov 2025
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU), Jimma University (JU), Jimma University (JU), Ethiopian Public Health Institute, Ethiopian Public Health Institute, Jimma University (JU) and University of Toronto
Downloads 93 (753,595)

Abstract:

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Poliomyelitis, acute flaccid paralysis, machine learning, disease surveillance, outbreak prediction

5.

Scan Psoriasis: A Vision Transformer-Based Psoriasis Detection and Clinical Classification

Number of pages: 23 Posted: 01 Dec 2025
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) and Artificial Intelligence & Mathematical Modeling Lab (AIMMLab); Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC); University of Toronto
Downloads 63 (970,490)

Abstract:

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Psoriasis, Deep Learning, Vision Transformer, Classification

6.

Interpretable Machine Learning for Maternal Risk Stratification: A Comparative Study of Stacked Ensembles and Tabular Transformers using Routine Clinical Data

Number of pages: 32 Posted: 24 Mar 2026
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, AI4PEP, Jimma University (JU), Jimma University (JU), Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) and University of Toronto
Downloads 58 (1,020,567)

Abstract:

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Maternal risk stratification, interpretable machine learning, TabPFN, stacked ensemble, clinical decision support

7.

Explainable Machine Learning for Early Prediction of Preterm Birth Risk Using Routine Antenatal Care Data: A Multicenter Model Development and Validation Study in Ethiopia

Number of pages: 28 Posted: 12 May 2026
Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) - Jimma Institute of Technology, AI4PEP, Jimma University (JU), Jimma University (JU), Jimma University (JU) - Jimma Institute of Technology, Jimma University (JU) and Artificial Intelligence & Mathematical Modeling Lab (AIMMLab); Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC); University of Toronto
Downloads 52 (1,263,436)

Abstract:

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