| CEFEs: a CNN explainable framework for ECG signals BM Maweu, S Dakshit, R Shamsuddin, B Prabhakaran Artificial Intelligence in Medicine 115, 102059, 2021 | 50 | 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 | 14 | 2017 |
| Machine learning to promote health management through lifestyle changes for hypertension patients MM Islam, R Shamsuddin Array 12, 100090, 2021 | 8 | 2021 |
| 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 |
| 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 | 4 | 2023 |
| 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 | 2 | 2022 |
| 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 |
| 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 | 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 |
| Interplay of Machine Learning and Bioinformatics Approaches to Identify Genetic Biomarkers that Affect Survival of Patients with Glioblastoma NK Podder, HK Rana, AK Puza, MI Hasan, SBS Omit, PC Shill, MA Rahim, ... Informatics in Medicine Unlocked, 101505, 2024 | | 2024 |
| 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 |
| 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 |
Prabhakaran BalakrishnanUniversity of Texas at DallasEmail yang diverifikasi di utdallas.edu
