3 papers
eess.IV2021
Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation
Muhammad Islam, Kaleem Nawaz Khan, Muhammad Salman Khan
To extract liver from medical images is a challenging task due to similar intensity values of liver with adjacent organs, various contrast levels, various noise associated with med…
eess.AS2021
Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions
Sania Gul, Muhammad Salman Khan, Syed Waqar Shah
In this paper, we formulate a blind source separation (BSS) framework, which allows integrating U-Net based deep learning source separation network with probabilistic spatial machi…
cs.LG2020
Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning
Kaleem Nawaz Khan, Faiq Ahmad Khan, Anam Abid +5
Cardiovascular diseases (CVDs) are the main cause of deaths all over the world. Heart murmurs are the most common abnormalities detected during the auscultation process. The two wi…