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Heshan Chandeepa Pathmakumara
Institution:
NSBM Green University
Observed institution:
NSBM Green University
ORCID:
0009-0000-5057-6102
Observed ORCID:
0009-0000-5057-6102
OpenAlex ID:
A5117758346
Explainable Deep Learning for Glaucoma Detection: A DenseNet121-Based Classification with Grad-CAM Visualization
2025
·
Heshan Chandeepa Pathmakumara
, Gayan Perera
·
medRxiv
·
6
PDF
Advanced Deep Learning Techniques for Lung Sound Classification: Binary, Multi-Class, and Ensemble Approach
2025
·
Gayan Perera
, Heshan Chandeepa Pathmakumara
·
International Conference on Software Engineering and Computer Science (CSECS)
·
3
A Cnn Approach for Accurate Stroke Diagnosis Using Brain Computed Tomography Imaging
2025
·
Heshan Chandeepa Pathmakumara
, Gayan Perera
·
International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)
·
2
An Explainable AI-Based Ensemble Deep Learning Method for Precise Diagnosis of Kidney Disease from CT Images
2025
·
Heshan Chandeepa Pathmakumara
, Gayan Perera
·
International Conference on Information Technology Research (ICITR)
·
1
An Explainable Random Forest Model for Early Hypertension Risk Prediction: Integrating SHAP and Breakdown Analysis
2026
·
Heshan Chandeepa Pathmakumara
·
Research Square
PDF
PulmoSense AI: Combining Deep Learning and Mobile Technologies for Early Detection of Respiratory Diseases
2025
·
Heshan Chandeepa Pathmakumara
, Gayan Perera
·
International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Machine Learning Techniques for Predicting Brain Stroke Risk: Addressing Data Imbalance
2025
·
Heshan Chandeepa Pathmakumara
, Kavishka Thathsarani Rajapaksha
·
SocArXiv (OSF Preprints)
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Works count:
7
Citation count:
12
H-index:
2
I10-index:
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