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rittika shamsuddin
rittika shamsuddin
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Title
Cited by
Cited by
Year
CEFEs: a CNN explainable framework for ECG signals
BM Maweu, S Dakshit, R Shamsuddin, B Prabhakaran
Artificial Intelligence in Medicine 115, 102059, 2021
482021
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
252021
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
172018
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
132017
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
82014
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
72021
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
62022
Machine learning to promote health management through lifestyle changes for hypertension patients
MM Islam, R Shamsuddin
Array 12, 100090, 2021
62021
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
52014
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
22023
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
22017
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
22015
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
12022
Towards the development of a substance abuse index (SEI) through Informatics
N Guttha, Z Miao, R Shamsuddin
Healthcare 9 (11), 1596, 2021
12021
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
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