CEFEs: a CNN explainable framework for ECG signals BM Maweu, S Dakshit, R Shamsuddin, B Prabhakaran Artificial Intelligence in Medicine 115, 102059, 2021 | 48 | 2021 |
Generating healthcare time series data for improving diagnostic accuracy of deep neural networks BM Maweu, R Shamsuddin, S Dakshit, B Prabhakaran IEEE Transactions on Instrumentation and Measurement 70, 1-15, 2021 | 25 | 2021 |
Virtual patient model: an approach for generating synthetic healthcare time series data R Shamsuddin, BM Maweu, M Li, B Prabhakaran 2018 IEEE International Conference on Healthcare Informatics (ICHI), 208-218, 2018 | 17 | 2018 |
Predictive modeling of respiratory tumor motion for real-time prediction of baseline shifts A Balasubramanian, R Shamsuddin, B Prabhakaran, A Sawant Physics in Medicine & Biology 62 (5), 1791, 2017 | 13 | 2017 |
Exploring baseline shift prediction in respiration induced tumor motion A Balasubramanian, R Shamsuddin, Y Cheung, A Sawant, ... 2014 IEEE International Conference on Healthcare Informatics, 155-160, 2014 | 8 | 2014 |
A comparative study of credit card fraud detection using the combination of machine learning techniques with data imbalance solution F Ahmed, R Shamsuddin 2021 2nd International Conference on Computing and Data Science (CDS), 112-118, 2021 | 7 | 2021 |
An Investigation on the role of affordance in the design of extended reality based environments for surgical training A Gupta, J Cecil, M Pirela-Cruz, R Shamsuddin, S Kennison, C Crick 2022 IEEE International Systems Conference (SysCon), 1-7, 2022 | 6 | 2022 |
Machine learning to promote health management through lifestyle changes for hypertension patients MM Islam, R Shamsuddin Array 12, 100090, 2021 | 6 | 2021 |
Computational prediction of hinge axes in proteins R Shamsuddin, M Doktorova, S Jaswal, A Lee-St John, K McMenimen BMC bioinformatics 15, 1-11, 2014 | 5 | 2014 |
Exploring a global interpretation mechanism for deep learning networks when predicting sepsis EAT Strickler, J Thomas, JP Thomas, B Benjamin, R Shamsuddin Scientific Reports 13 (1), 3067, 2023 | 2 | 2023 |
Developing a low dimensional patient class profile in accordance to their respiration-induced tumor motion R Shamsuddin, A Sawant, B Prabhakaran Proceedings of the VLDB Endowment 10 (12), 1610-1621, 2017 | 2 | 2017 |
Calculating patient similarity based on respiration induced tumor motion R Shamsuddin, A Balasubramanian, A Sawant, B Prabhakaran 2015 International Conference on Healthcare Informatics, 122-129, 2015 | 2 | 2015 |
The Design of a HCC Based Mixed Reality User Interface to Support Training of Astronauts for NASA's Moon Mission J Cecil, A Gupta, S Kauffman, R Shamsuddin, R Krishnamurthy, ... AIAA SCITECH 2022 Forum, 0214, 2022 | 1 | 2022 |
Towards the development of a substance abuse index (SEI) through Informatics N Guttha, Z Miao, R Shamsuddin Healthcare 9 (11), 1596, 2021 | 1 | 2021 |
Semi-Supervised Machine Learning Method for Predicting Observed Individual Risk Preference Using Gallup Data F Ahmed, M Shamsuddin, T Sultana, R Shamsuddin Mathematical and Computational Applications 29 (2), 21, 2024 | | 2024 |
Enhancing ProteinBERT: Integrating Intrinsically Disordered Proteins for Comprehensive Proteomic Predictions JD Stone, HB Tabrizi, R Shamsuddin 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
What do Black-box Machine Learning Prediction Models See?-An Application Study With Sepsis Detection EAT Strickler, J Thomas, JP Thomas, B Benjamin, R Shamsuddin | | 2022 |
Analyzing and Synthesizing Healthcare Time Series Data for Decision-Support R Shamsuddin The University of Texas at Dallas, 2019 | | 2019 |
Exploring functional clinical attributes for macular dystrophy detection R Shamsuddin, Y Wang, B Prabhakaran Proceedings of the 3rd International Workshop on Interactive and Spatial …, 2018 | | 2018 |
Prediction and Tracking Changes in Bio-medical Sensor Data R Shamsuddin 2015 International Conference on Healthcare Informatics, 468-468, 2015 | | 2015 |