Peer-Reviewed Publication
Peer-Reviewed Publication
Dimah Dera, Nidhal Bouaynaya, Ghulam Rasool, and Hassan M. Fathallah-Shaykh, PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks, IEEE Transactions on Signal Processing, 2021. (Link)
Asim Waqas, Ghulam Rasool, Nidhal Bouaynaya, and Hama Farooq, Exploring Robustness of Neural Networks through Graph Measures, under review. (Preprint)
Ian Nielsen, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya and Ravi P. Ramachandran, Robust Explainability: A Tutorial on Gradient-Based Saliency Methods for Deep Neural Networks, under review in IEEE Signal Processing Magazine (SPM) Special Issue on Explainability in Data Science: Interpretability, Reproducibility, and Replicability. (Preprint)
Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, and Hassan M. Fathallah-Shaykh, Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation, under review in the 2021 IEEE Signal Processing in Medicine and Biology Symposium.
Asim Waqas, Dimah Dera, Ghulam Rasool, Nidhal Bouaynaya, and Hassan M. Fathallah-Shaykh, “Brain Tumor Segmentation and Surveillance with Deep Artificial Neural Networks”, In: Elloumi M. (eds) Deep Learning for Biomedical Data Analysis. Springer, Cham, 2021. (Link)
Yassine Barhoumi and Ghulam Rasool, Scopeformer: n-CNN-ViT hybrid model for Intracranial hemorrhage subtypes classification, 2021 Medical Imaging with Deep Learning conference (MIDL). (Link)
Shamoon Siddiqui, Ghulam Rasool, Ravi Ramachandran, The Case Against Sentiment Analysis for Natural Text, International Joint Conference on Neural Networks (IJCNN), 2021.
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, and Nidhal Bouaynaya, Self-Compression in Bayesian Neural Networks, IEEE International Workshop on Machine Learning for Signal Processing, September 21-24, 2020, Espoo, Finland.
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal Bouaynaya, and Lyudmila Mihaylova, Robust Learning via Ensemble Density Propagation in Deep Neural Networks, IEEE International Workshop on Machine Learning for Signal Processing, September 21-24, 2020, Espoo, Finland.
Shamoon Siddiqui, Ghulam Rasool, Ravi Ramachandran, and Nidhal Bouaynaya, Evaluating Speech Enhancement Methods through Deep Speech Recognition, IEEE International Joint Conference on Neural Networks (IJCNN), July 19-24, 2020, Glasgow, Scotland, United Kingdom. (Link)
Stephen Kovarik, Liam Doherty, Kiran Korah, Brian Mulligan, Ghulam Rasool, Yusuf Mehta, Parth Bhavsar and Mike Paglione, Comparative Analysis of Machine Learning and Statistical Methods for Aircraft Phase of Flight Prediction, 9th International Conference on Research in Air Transportation (ICRAT ’20), September 15, 2020, Virtual. (Link)
Dimah Dera, Ghulam Rasool, and Nidhal Bouaynaya, Bayes-SAR Net: Robust SAR Image Classification with Uncertainty Estimation Using Bayesian Convolutional Neural Network, IEEE International Radar Conference 2020, April 27 - May 1, 2020, Washington DC, USA. (Link)
Hikmat Khan, Ghulam Rasool, Nidhal C. Bouaynaya, Charles C. Johnson, Explainable AI: Rotorcraft Attitude Prediction, Vertical Flight Society Forum 76 Proceedings, October 5-8, 2020, Virtual. (Link)
Eric Feuerstein, Ramachandran Ravi, Ghulam Rasool, Nidhal C. Bouaynaya, Charles C. Johnson, Artificial Intelligence for Helicopter Safety: Head-Pose Detection in the Cockpit, Vertical Flight Society Forum 76 Proceedings, October 5-8, 2020, Virtual. (Link)
Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya and Hassan M. Fathallah-Shaykh, Inception Modules Enhance Brain Tumor Segmentation, Frontiers in Computational Neuroscience 13 (2019): 44. (Link)
[Best Student Paper Award] Dimah Dera, Ghulam Rasool, and Nidhal Bouaynaya, Extended Variational Inference for Propagating Uncertainty in Convolutional Neural Networks, IEEE International Workshop on Machine Learning for Signals Processing (MLSP), October 13-16, 2019 Pittsburgh, PA, USA. (Link)
Nesrine Amor, Ghulam Rasool, Nidhal Carla Bouaynaya, and Roman Shterenberg, Constrained Particle Filtering for Movement Identification in Forearm Prosthesis, Signal Processing 161 (2019): 25-35. (Link)
Hikmat Khan, Ghulam Rasool, Nidhal C. Bouaynaya, Charles C. Johnson, Rotorcraft Flight Information Inference from Cockpit Videos using Deep Learning, Vertical Flight Society Forum 75 Proceedings, May 13-19, 2019, Philadelphia, PA, USA. (Link)
Ghulam Rasool, William Z. Rymer, Allison Wang, and Sabrina Lee, Shear Waves Reveal Viscoelastic Changes in Skeletal Muscles After Hemispheric Stroke, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(10), pp 2006-2014, 2018 (Link).
Nesrine Amor, Ghulam Rasool, Nidhal Bouaynaya, Roman Shterenberg, Hand Movement Discrimination Using Particle Filters, 2018 IEEE Signal Processing in Medicine and Biology Symposium, Philadelphia, PA, USA, December 1, 2018. (Link).
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh and William Zev Rymer, Spatial Pattern Analysis of Muscle Architectural Changes Post-stroke, IEEE Transactions on Neural Systems and Rehabilitation Engineering 25(10), pp 1802-1811, 2017 (Link).
Mufassir Abdur Rahim, Ghulam Rasool, Nasir Ahmad, EMG-Controlled Transradial Prostheses - An Investigation into Machine Learning Techniques, International Journal of Computer Applications, 174(3):1-8, Sep 2017. (Link).
Gregory S. Taylor, Yupo Chan and Ghulam Rasool, A Three-Dimensional Bin-Packing Model: Exact Multi-criteria Solution and Computational Complexity, Annals of Operations Research, 251, 397–427, 2017. (Link).
Babak Afsharipour, Milap Sandhu, Ghulam Rasool, and William Z. Rymer, Identifying Spinal Lesion Site from Surface EMG Grid Recordings, Converging Clinical and Engineering Research on Neurorehabilitation II. Springer International Publishing, 2017, pp 39-43. (Link)
Ghulam Rasool, Allison Wang, William Zev Rymer, Sabrina Lee, Altered Viscoelastic Properties of Stroke-Affected Muscles Estimated Using Ultrasound Shear Waves – Preliminary Data, in 38th Annual International IEEE EMBS Conference, Orlando USA, August 16-20, 2016 (Link).
Babak Afsharipour, Milap Sandhu, Ghulam Rasool, and William Z. Rymer, Using Surface Electromyography to Detect Changes in Innervation Zones Pattern After Human Cervical Spinal Cord Injury, 38th Annual International IEEE EMBS Conference, Orlando USA, August 16-20, 2016 (Link).
H. Albunashee, Ghulam Rasool, K. Iqbal, and G. White, A New Technique to Improve the Operation of Prosthetic Limbs during Muscle Fatigue, Journal of the Arkansas Academy of Science 70.1 (2016): 35-39 (Link).
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh, William Z. Rymer, Alterations in Spatial Electromyogram Patterns of Hand Muscles in Hemiparetic Stroke Survivors in Society for Neuroscience (SFN) Annual Meeting, San Diego USA, November 12-16, 2016.
Ghulam Rasool, William Z. Rymer, Allison Wang, and Sabrina Lee, Altered Rheological Properties of Passive Skeletal Muscles in Chronic Stroke, in Biomechanics and Neural Control of Movement (BANCOM), OH USA, June 12-17, 2016.
Ghulam Rasool, William Z. Rymer, Allison Wang, and Sabrina Lee, Changes in Viscoelastic Properties of Muscles in Chronic Stroke, 2016 Congress of International Society of Electrophysiology and Kinesiology (ISEK), Chicago USA, July 5-8, 2016.
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh, and William Z. Rymer, Analysis of Spatial Muscle Activation Patterns Post-Stroke, 9th World Congress for Neuro Rehabilitation (WCNR), Philadelphia, May 10-13, 2016.
Babak Afsharipour, Milap Sandhu, Ghulam Rasool, William Z. Rymer, Use of High Density EMG Grid Recordings to Characterize the Level of Injury in Individuals Sustaining Cervical Spinal Cord Injury”, 2016 Congress of International Society of Electrophysiology and Kinesiology (ISEK), Chicago USA, July 5-8, 2016.
Ghulam Rasool, Kamran Iqbal, Nidhal Bouaynaya and Gannon White, Real-time Task Discrimination for Myoelectric Control Employing Task-Specific Muscle Synergies, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 24(1), pp 98-108 2015 (Link).
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh and William Zev Rymer, Spatial Analysis of Muscular Activations in Stroke Survivors, in 37th Annual International IEEE EMBS Conference, Milan Italy, August 25-29, 2015 (Link).
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh, Xiaogang Hu, William Z. Rymer, Altered Spatial Muscle Activation Patterns Reveal Possible Mechanisms of Motor Impairment in Stroke” in Society for Neuroscience (SFN) Annual Meeting, Chicago USA, October 17-21, 2015.
Ghulam Rasool, Nidhal Bouaynaya, Kamran Iqbal and Gannon White, Surface Myoelectric Signal Classification Using the AR-GARCH Model, Biomedical Signal Processing and Control, 13 (2014): 327-336 (Link).
Ghulam Rasool, Kamran Iqbal, Nidhal Bouaynaya and Gannon White, Neural Drive Estimation Using the Hypothesis of Muscle Synergies and the State-Constrained Kalman Filter, 6th IEEE EMBS Neural Engineering Conference, San Diego, November 6-8, 2013 (Link).
Gregory S. Taylor, Yupo Chan, Ghulam Rasool, Richard Cronk, James T. Moore, A Three-Dimensional Bin-Packing Model: Exact Multicriteria Solution and Computational Complexity, INFORMS annual meeting, Minneapolis, October 6-9, 2013.
Ghulam Rasool, Kamran Iqbal, Gannon A. White, Myoelectric activity detection during a Sit-to-Stand movement using threshold methods, Computers and Mathematics with Applications, 64(5), 1473-1483, September 2012 (Link).
Ghulam Rasool, Nidhal Bouaynaya, Kamran Iqbal, Muscle Activity Detection from the EMG signal based on the AR-GARCH Method, in IEEE Statistical Signal Processing Workshop (SSP), Ann Arbor, August 5-8 2012 (Link).
Ghulam Rasool, Nidhal Bouaynaya, Inference of Time-Varying Gene Networks using Constrained and Smoothed Kalman Filtering, IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS), Washington, DC, December 2-4, 2012 (Link).
Ghulam Rasool, Nidhal Bouaynaya, Hassan Fathallah-Shaykh and Dan Schonfeld, Inference of Genetic Regulatory Networks Using Regularized Likelihood with Covariance Estimation, IEEE Statistical Signal Processing Workshop (SSP), Ann Arbor, August 5-8 2012 (Link).
Ghulam Rasool and Kamran Iqbal, Muscle Activity Onset Detection Using Energy Detectors, 34th Annual International IEEE EMBS Conference, San Diego, August 28 - September 1, 2012 (Link).
Ghulam Rasool, Asif Mahmood Mughal, and Kamran Iqbal, Fuzzy Biomechanical Sit-To-Stand Movement with Physiological Feedback Latencies, IEEE International Conference on System, Man and Cybernetics (SMC) 2010, pp 316-321, Istanbul, Turkey, October 10-13, 2010 (Link).
Ghulam Rasool, Hamza Farooq and Asif Mahmood Mughal, Biomechanical, Sit-To-Stand Movement with Physiological Feedback Latencies, 2nd International Conference on Mechanical and Electronics Engineering (ICMEE 2010), pp V1-159-V1-163, Kyoto, Japan, August 1-3 2010 (Link).