Browsing by Author "Razi, Adeel"
Now showing items 1-3 of 3
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A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction
Rasheed, Khansa; Qadir, Junaid; O'Brien, Terence J.; Kuhlmann, Levin; Razi, Adeel ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Objective: Scarcity of good quality electroencephalography (EEG) data is one of the roadblocks for accurate seizure prediction. This work proposes a deep convolutional generative adversarial network (DCGAN) to generate ... -
An active learning method for diabetic retinopathy classification with uncertainty quantification
Ahsan, Muhammad Ahtazaz; Qayyum, Adnan; Razi, Adeel; Qadir, Junaid ( Springer Science and Business Media Deutschland GmbH , 2022 , Article)In recent years, deep learning (DL) techniques have provided state-of-the-art performance in medical imaging. However, good quality (annotated) medical data is in general hard to find due to the usually high cost of medical ... -
Explainable, trustworthy, and ethical machine learning for healthcare: A survey
Rasheed, Khansa; Qayyum, Adnan; Ghaly, Mohammed; Al-Fuqaha, Ala; Razi, Adeel; Qadir, Junaid... more authors ... less authors ( Elsevier , 2022 , Article Review)With the advent of machine learning (ML) and deep learning (DL) empowered applications for critical applications like healthcare, the questions about liability, trust, and interpretability of their outputs are raising. The ...