Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks

• MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification

  2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

  3

  citations
• Automatic joint inflammation estimation based on regression neural networks

  2025 Medical Physics article Medicine Rheumatoid Arthritis Research and Therapies Open access

  2

  citations
• Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging

  2025 Communications Medicine article Computer Science AI in cancer detection Open access

  15

  citations
• A Lightweight Model for Physiological Signals-Based Sleep Staging With Multiclass CAM for Model Explainability

  2024 IEEE Sensors Journal article Neuroscience EEG and Brain-Computer Interfaces

  8

  citations
• Machine learning-based wood anatomy identification: towards anatomical feature recognition

  2024 IAWA Journal - KU Leuven/IAWA Journal article Chemistry Wood and Agarwood Research Open access

  11

  citations
• Interpreting Black-box Machine Learning Models for High Dimensional Datasets

  2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  19

  citations
• Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review

  2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

  104

  citations
• Two-stage visual speech recognition for intensive care patients

  2023 Scientific Reports article Computer Science Speech and Audio Processing Open access

  13

  citations
• Rheumatoid Arthritis Classification and Prediction by Consistency-Based Deep Learning Using Extremity MRI Scans

  2023 SSRN Electronic Journal preprint Medicine Rheumatoid Arthritis Research and Therapies Open access

  0

  citations
• Radiopaths: Deep Multimodal Analysis on Chest Radiographs

  2022 IEEE International Conference on Big Data (BigData) conference-paper Medicine COVID-19 diagnosis using AI

  3

  citations
• Prediction of visual impairment in retinitis pigmentosa using deep learning and multimodal fundus images

  2022 British Journal of Ophthalmology article Medicine Retinal Imaging and Analysis Open access

  43

  citations
• DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging

  2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents

  62

  citations
• DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images

  2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Medicine COVID-19 diagnosis using AI Open access

  154

  citations

13 results