Prince Ebenezer Adjei
Department of Computer EngineeringHealth SciencesPhysical SciencesSocial Sciences

Prince Ebenezer Adjei

100 Publications17 Research Themes90 Open Access
Research Overview & Focus

The researcher's work spans a comprehensive exploration of diverse research areas, encompassing health sciences, social sciences, physical sciences, and more. Their primary focus is on developing and applying advanced imaging and computational techniques across various domains, including medical device segmentation, image classification methods, and AI-driven approaches in cancer detection. The researcher's work reflects a deep commitment to innovative solutions that bridge healthcare, social issues, and the arts (media), demonstrating a broad and interdisciplinary approach to understanding complex phenomena through cutting-edge research.

Faculty Biography

Prince Ebenezer Adjei is an Engineer and a lecturer in the department of computer engineering, KNUST. He is the head of the biomedical division for connected devices (CoDe) Lab, a research lab within the department of computer engineering. He had his BSc in Biomedical Engineering, MSc in Biometrics from Paris 12 Val de Marne University, Paris and MPhil in Computer Engineering from KNUST. Professionally, Prince has undertaken consultancy services for the purchase, installation and maintenance of several types of medical equipment including for ICU and ophthalmology applications. Prince has trained several clinicians in the use of oxygen therapy equipment, surgical microscopes and therapeutic lasers.He is interested in research covering artificial intelligence; specifically in machine learning and deep learning applications in ophthalmology, and recently in gastroenterology. He has researched outputs and presentations at both local and international conferences. Prince has taught several undergraduate courses from 2016 - 2019. Currently, he is completing his PhD at the University of Electronic Science and Technology in China. His current research interest is about the utility of synthetic data in the context of deep learning for prognostication, diagnosis and therapy of colon cancer.

Key Research Themes (17)
Health Sciences

Acute Ischemic Stroke Management

Health Sciences

Advanced Breast Cancer Therapies

Physical Sciences

AI in cancer detection

Health Sciences

Cancer Immunotherapy and Biomarkers

Health Sciences

Colorectal Cancer Screening and Detection

Social Sciences

Cultural Industries and Urban Development

Health Sciences

Esophageal Cancer Research and Treatment

Health Sciences

Gastric Cancer Management and Outcomes

Physical Sciences

Generative Adversarial Networks and Image Synthesis

Health Sciences

Glaucoma and retinal disorders

Physical Sciences

Image Retrieval and Classification Techniques

Social Sciences

Intellectual Capital and Performance Analysis

Physical Sciences

Mechanical Failure Analysis and Simulation

Physical Sciences

Media and Digital Communication

Health Sciences

Ophthalmology and Visual Impairment Studies

Health Sciences

Radiomics and Machine Learning in Medical Imaging

Physical Sciences

Vehicle Noise and Vibration Control

Publications (100)

Diversity in Stable GANs: A Systematic Review of Mode Collapse Mitigation Strategies

Open Access
2025Generative Adversarial Networks and Image SynthesisDOI: 10.1002/eng2.70209

Deep learning for efficient high-resolution image processing: A systematic review

Open Access
2025AI in cancer detectionDOI: 10.1016/j.iswa.2025.200505

Wavelet‐Based Feature Extraction for Efficient High‐Resolution Image Classification

Open Access
2025Image Retrieval and Classification TechniquesDOI: 10.1002/eng2.70027

Examining the relationship between human resource management practices and employee creativity: the mediating role of organizational learning capability

2025Intellectual Capital and Performance AnalysisDOI: 10.1108/ajems-08-2024-0434

Automated Segmentation of Ischemic Stroke Lesions in Non-contrast Computed Tomography Images for Enhanced Treatment and Prognosis

2025Acute Ischemic Stroke ManagementDOI: 10.1007/978-3-031-79103-1_8

Towards non-invasive biomarkers in colorectal cancer management: A study on integrating radiomics and deep learning-based image processing for tumor-stroma interaction

2024Radiomics and Machine Learning in Medical ImagingDOI: 10.1145/3673971.3673993

Cost-Effectiveness Analysis of Myopia Progression Interventions in Children

Open Access
2023Ophthalmology and Visual Impairment StudiesDOI: 10.1001/jamanetworkopen.2023.40986

Early esophagus cancer segmentation from gastrointestinal endoscopic images based on U-Net++ model

Open Access
2023Esophageal Cancer Research and TreatmentDOI: 10.1016/j.jnlest.2023.100205

Early gastric cancer segmentation in gastroscopic images using a co-spatial attention and channel attention based triple-branch ResUnet

2023Gastric Cancer Management and OutcomesDOI: 10.1016/j.cmpb.2023.107397

Semi-Supervised Segmentation Framework for Gastrointestinal Lesion Diagnosis in Endoscopic Images

Open Access
2023Colorectal Cancer Screening and DetectionDOI: 10.3390/jpm13010118

Supervised contrastive learning for gastrointestinal lesions classification in endoscopic images

2022Gastric Cancer Management and OutcomesDOI: 10.1117/12.2662633

A study on endoscopy artefact detection based on deep learning

Open Access
2022Colorectal Cancer Screening and DetectionDOI: 10.21203/rs.3.rs-1995620/v2

A study on endoscopy artefact detection based on deep learning

Open Access
2022Colorectal Cancer Screening and DetectionDOI: 10.21203/rs.3.rs-1995620/v1

Examining the effect of synthetic data augmentation in polyp detection and segmentation

2022Colorectal Cancer Screening and DetectionDOI: 10.1007/s11548-022-02651-x

Gastrointestinal Disease Classification in Endoscopic Images Using Attention-Guided Convolutional Neural Networks

Open Access
2021Colorectal Cancer Screening and DetectionDOI: 10.3390/app112311136

Detection of Cracks in Crankshaft Using an Intelligent Audible Sound-Based Non-Destructive Method

2021Vehicle Noise and Vibration ControlDOI: 10.1109/asiancon51346.2021.9545038

Semi-supervised Gastrointestinal Lesion Segmentation using Adversarial Learning

2021Radiomics and Machine Learning in Medical ImagingDOI: 10.1109/ecbios51820.2021.9510611

GAN-Based Synthetic Gastrointestinal Image Generation

2020Radiomics and Machine Learning in Medical ImagingDOI: 10.1109/iccwamtip51612.2020.9317341

Normal Crankshaft

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg

uckbc4.wav

Open Access
2020Advanced Breast Cancer TherapiesDOI: 10.7910/dvn/pkucsg/jfewbw

uckbc5.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/wouqwp

uckbs13.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/s3prrz

uckbc2.wav

Open Access
2020Cancer Immunotherapy and BiomarkersDOI: 10.7910/dvn/pkucsg/rdhvjn

uckbc8.wav

Open Access
2020Advanced Breast Cancer TherapiesDOI: 10.7910/dvn/pkucsg/kxfpv2

uckcc2.wav

Open Access
2020Media and Digital CommunicationDOI: 10.7910/dvn/pkucsg/elhuix

uckac3.wav

Open Access
2020Advanced Breast Cancer TherapiesDOI: 10.7910/dvn/pkucsg/eodhrd

uckbs22.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/gacwim

uckbc6.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/ncxula

uckas9.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/tpxorc

uckac14.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/oj8ojr

uckbs1.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/ogjzti

uckas6.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/jhrr9i

uckac11.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/p8u8ii

uckcs4.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/qnsj7f

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Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/xga1nf

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2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/x7mrwf

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2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/vxifuk

uckcs11.wav

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2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/xvwxai

uckbs25.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/2rfwec

uckcc12.wav

Open Access
2020Cultural Industries and Urban DevelopmentDOI: 10.7910/dvn/pkucsg/xtzlsv

uckbs9.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/gapskx

uckac7.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/w7qgzy

uckbs24.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/9a6ulf

uckcs17.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/j8cmur

uckbs23.wav

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2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/turbhr

uckcs16.wav

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2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/9hnxsh

uckbc3.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/fxnc5h

uckcc7.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/zsik9j

uckbs19.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/y8gzgz

uckas19.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/kyojye

uckas7.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/bs53as

uckbs6.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/n2vech

uckbc1.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/p1t478

uckcs14.wav

Open Access
2020Mechanical Failure Analysis and SimulationDOI: 10.7910/dvn/pkucsg/8si11w

Optic cup and optic disc analysis for glaucoma screening using pulse-coupled neural networks and line profile analysis

2018Glaucoma and retinal disordersDOI: 10.1109/mecbme.2018.8402434
Academic Metrics
DepartmentDepartment of Computer Engineering
Total Publications100
Research Themes17
Open Access Papers90

Department of Computer Engineering

Kwame Nkrumah University of Science and Technology

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