Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI

Mohan Bhandari, Tej Bahadur Shahi, Birat Siku, +1

Computers in Biology and Medicine

Image ClassificationConvolutional Neural NetworkMachine VisionMachine LearningMedical Imaging +12

Explanation-Driven Deep Learning Model for Prediction of Brain Tumour Status Using MRI Image Data

Loveleen Gaur, Mohan Bhandari, Tanvi Razdan, +2

Frontiers in Genetics

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersMagnetic Resonance Imaging +18

BotanicX-AI: Identification of Tomato Leaf Diseases Using an Explanation-Driven Deep-Learning Model

Mohan Bhandari, Tej Bahadur Shahi, Arjun Neupane, +1

Journal of Imaging

Artificial IntelligenceEngineeringMachine LearningBotanyIntelligent Diagnostics +24

Exploring the Capabilities of a Lightweight CNN Model in Accurately Identifying Renal Abnormalities: Cysts, Stones, and Tumors, Using LIME and SHAP

Mohan Bhandari, Pratheepan Yogarajah, Muthu Subash Kavitha, +1

Applied Sciences

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningComputer Tomography Images +20

Explanation-Driven HCI Model to Examine the Mini-Mental State for Alzheimer’s Disease

Loveleen Gaur, Mohan Bhandari, Bhadwal Singh Shikhar, +3

ACM Transactions on Multimedia Computing Communications and Applications

Artificial IntelligenceEngineeringMachine LearningBrain FunctionExplanation-driven Hci Model +23

Auguring Fake Face Images Using Dual Input Convolution Neural Network

Mohan Bhandari, Arjun Neupane, Saurav Mallik, +2

Journal of Imaging

Convolutional Neural NetworkEngineeringMachine LearningBiometricsInformation Forensics +18

Explaining the Factors Affecting Customer Satisfaction at the Fintech Firm F1 Soft by Using PCA and XAI

Mohan Khanal, Sudip Raj Khadka, Harendra Subedi, +3

FinTech

Customer ExperienceCustomer SatisfactionMachine LearningDigital MarketingConsumer Research +15

Evaluating Retinal Disease Diagnosis with an Interpretable Lightweight CNN Model Resistant to Adversarial Attacks

Mohan Bhandari, Tej Bahadur Shahi, Arjun Neupane

Journal of Imaging

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis +20

Unveiling Key Predictors for Early Heart Attack Detection using Machine Learning and Explainable AI Technique with LIME

Prakash Paudel, Satish Kumar Karna, Ruby Saud, +3

Image Steganography Approach Based Ant Colony Optimization with Triangular Chaotic Map

Mohan Bhandari, Subash Panday, Chandra Prakash Bhatta, +1

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)