Convolutional neural network-based MR image analysis for Alzheimer’s disease classification BK Choi, N Madusanka, HK Choi, JH So, CH Kim, HG Park, ... Current Medical Imaging 16 (1), 27-35, 2020 | 59 | 2020 |
Quantitative analysis of benign and malignant tumors in histopathology: Predicting prostate cancer grading using SVM S Bhattacharjee, HG Park, CH Kim, D Prakash, N Madusanka, JH So, ... Applied Sciences 9 (15), 2969, 2019 | 39 | 2019 |
Multi-features classification of prostate carcinoma observed in histological sections: analysis of wavelet-based texture and colour features S Bhattacharjee, CH Kim, HG Park, D Prakash, N Madusanka, NH Cho, ... Cancers 11 (12), 1937, 2019 | 35 | 2019 |
Deep learning for Alzheimer’s disease classification using texture features JH So, N Madusanka, HK Choi, BK Choi, HG Park Current Medical Imaging 15 (7), 689-698, 2019 | 26 | 2019 |
A comparative study of Alzheimer’s disease classification using multiple transfer learning models D Prakash, N Madusanka, S Bhattacharjee, HG Park, CH Kim, HK Choi Journal of Multimedia Information System 6 (4), 209-216, 2019 | 25 | 2019 |
Alzheimer's Disease classification based on multi-feature fusion N Madusanka, HK Choi, JH So, BK Choi Current Medical Imaging 15 (2), 161-169, 2019 | 22 | 2019 |
Diagnosing Alzheimer’s disease based on multiclass MRI scans using transfer learning techniques D Prakash, N Madusanka, S Bhattacharjee, CH Kim, HG Park, HK Choi Current medical imaging 17 (12), 1460-1472, 2021 | 17 | 2021 |
One-year follow-up study of hippocampal subfield atrophy in Alzheimer's disease and normal aging N Madusanka, HK Choi, JH So, BK Choi, HG Park Current Medical Imaging 15 (7), 699-709, 2019 | 14 | 2019 |
Cluster analysis of cell nuclei in H&E-Stained histological sections of prostate cancer and classification based on traditional and modern artificial intelligence techniques S Bhattacharjee, K Ikromjanov, KS Carole, N Madusanka, NH Cho, ... Diagnostics 12 (1), 15, 2021 | 9 | 2021 |
Hippocampus Segmentation and Classification in Alzheimer's Disease and Mild Cognitive Impairment Applied on MR Images N Madusanka, YY Choi, KY Choi, KH Lee, HK Choi Journal of Korea Multimedia Society 20 (2), 205-215, 2017 | 8 | 2017 |
Analysis of texture features and classifications for the accurate diagnosis of prostate cancer CH Kim, JH So, HG Park, N Madusanka, P Deekshitha, S Bhattacharjee, ... Journal of Korea Multimedia Society 22 (8), 832-843, 2019 | 7 | 2019 |
Impact of h&e stain normalization on deep learning models in cancer image classification: performance, complexity, and trade-offs N Madusanka, P Jayalath, D Fernando, L Yasakethu, BI Lee Cancers 15 (16), 4144, 2023 | 6 | 2023 |
Comparison of active contour and fast marching methods of hippocampus segmentation N Al Zaben, N Madusanka, AD Al Shdefat, HK Choi 2015 6th International Conference on Information and Communication Systems …, 2015 | 6 | 2015 |
Leveraging Deep Learning for Fine-Grained Categorization of Parkinson’s Disease Progression Levels through Analysis of Vocal Acoustic Patterns M Hadi Sedigh, Nuwan, Madusanka, L Byeong-il, Y Myunggi Bioengineering 11 (3), 295, 2024 | 3 | 2024 |
A Software Dsign for 2D and 3D Texture Analysis JH So, YJ Son, BK Choi, N Madusanka, YY Choi, KH Lee Journal of Korea Multimedia Society 19 (1), 740-743, 2016 | 3 | 2016 |
EEG and EMG-based human-machine interface for navigation of mobility-related assistive wheelchair (MRA-W) D Welihinda, LKP Gunarathne, H Herath, SLP Yasakethu, N Madusanka, ... Heliyon 10 (6), 2024 | 1 | 2024 |
Dementia classification by distance analysis from the central coronal plane of the brain hippocampus BK Choi, JH So, YJ Son, N Madusanka, HK Choi Journal of Korea Multimedia Society 21 (2), 147-157, 2018 | 1 | 2018 |
3D rendering of magnetic resonance images using visualization toolkit and Microsoft. NET framework N Madusanka, NA Zaben, AA Shidaifat, HK Choi Journal of Multimedia Information System 2 (2), 207-214, 2015 | 1 | 2015 |
Analysis of Biopsy Tissue Images based on Color Moment Technique and Morphology of Cell Nuclei S Bhattacharjee, N Madusanka, JH So, HK Choi | 1 | 1975 |