A novel light u-net model for left ventricle segmentation using MRI
Published in Mathematics, 2023
A novel light u-net model for left ventricle segmentation using MRI
Publications
You can also find my articles on my Google Scholar profile.
Journal Articles
An Optimized Approach for Breast Cancer Classification for Histopathological Images Based on Hybrid Feature Set
Published in Current Medical Imaging, 2021
An Optimized Approach for Breast Cancer Classification for Histopathological Images Based on Hybrid Feature Set
A sustainable deep learning framework for object recognition using multi-layers deep features fusion and selection
Published in Sustainability, 2020
A sustainable deep learning framework for object recognition using multi-layers deep features fusion and selection
An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection
Published in Neural Computing and Applications , 2019
An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection
Region-based active contour JSEG fusion technique for skin lesion segmentation from dermoscopic images
Published in Biomedical Research, 2019
Region-based active contour JSEG fusion technique for skin lesion segmentation from dermoscopic images
Classification of gastrointestinal diseases of stomach from WCE using improved saliency-based method and discriminant features selection
Published in Multimedia Tools and Applications, 2019
Classification of gastrointestinal diseases of stomach from WCE using improved saliency-based method and discriminant features selection
Recommended citation: Rashid,Muhammad et al. (2024). "." In Multimedia Tools and Applications .
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Deep CNN and geometric features-based gastrointestinal tract diseases detection and classification from wireless capsule endoscopy images
Published in Journal of Experimental & Theoretical Artificial Intelligence, 2019
Deep CNN and geometric features-based gastrointestinal tract diseases detection and classification from wireless capsule endoscopy images
Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Published in Multimedia Tools and Applications, 2018
Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Recommended citation: Rashid,Muhammad et al. (2024). "." In Multimedia Tools and Applications.
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Conference Papers
ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees
Published in AAAI-26 | 40th Annual AAAI Conference on Artificial Intelligence, 2026
A Novel XAI method to integrate the Data Aware Method (BPT) into Generating Image Features Attributions
a href="https://rashidrao-pk.github.io/files/AAAI_26_poster.pdf">Download Poster
Can I trust my anomaly detection system? A case study based on explainable AI
Published in xAI 2024 | Explainable Artificial Intelligence, 2024
A Case study to highlight use of VAE-GAN based Gen-AI approach to detect Anomalies in Industrial Inspection systems.
Recommended citation: Rashid,Muhammad et al. (2024). "." In World Conference on Explainable Artificial Intelligence, pp. 243-254. Cham: Springer Nature Switzerland, 2024.
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Using Stratified Sampling to Improve LIME Image Explanations
Published in AAAI-24 - 38th AAAI Conference on Artificial Intelligence, 2024
A improved version of LIME to generate meaninful explanations when LIME degenerates meaningless explanations.
Recommended citation: Rashid,Muhammad et al. (2024). "." Proceedings of the AAAI Conference on Artificial Intelligence. 38(13).
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| Sr. No. | Title | Role | Journal / Conference | Dated | Paper | Codes  |
|---|---|---|---|---|---|---|
| 1. | Can I trust my anomaly detection system? A case study. | Main Author | XAI-World | 10 July 2024 | PDF Link | Anomaly detection system -  -  |
| 2. | Using Stratified Sampling to Improve LIME Image Explanations. | Main Author | AAAI-24 | 24-03-2024 | PDF Link | Stratified LIME Examples -  -  |
| 3. | A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI. | Contributor | Mathematics | 24 July 2023 | PDF Link | GitHub Repo |
| 4. | A sustainable deep learning framework for object recognition using multi-layers deep features fusion and selection | Main Author | Sustainability | 19 June 2020 | PDF Link | GitHub Repo -  -  |
| 5. | An Optimized Approach for Breast Cancer Classification for Histopathological Images Based on Hybrid Feature Set. | Contributor | Current medical imaging | 22 Apr 2020 | PDF Link | GitHub Repo |
| 6. | Deep CNN and geometric features-based gastrointestinal tract diseases detection and classification from wireless capsule endoscopy images. | Contributor | Journal of Experimental & Theoretical Artificial Intelligence | 02 Feb 2019 | PDF Link | GitHub Repo -  -  |
| 7. | Classification of Gastrointestinal Diseases of Stomach from WCE using the improved Saliency-based method and Color Features. | Contributor | Multimedia Tools and Applications | 06 Jun 2019 | PDF Link | GitHub Repo :-: Mathworks |
| 8. | An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection. | Contributor | Neural Computing and Applications | 08 Nov 2019 | PDF Link | GitHub Repo |
| 9. | Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features. | Main Author | Multimedia Tools and Applications | 08 Dec 2018 | PDF Link | GitHub Repo -  - |
| 10. | Region-based active contour JSEG fusion technique for skin lesion segmentation from dermoscopic images | Contributor | Biomedical Research | 19 Sep 2019 | PDF Link | - |