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Mahdieh (Madi) Shabanian
Mahdieh (Madi) Shabanian
AI Data Scientist- Biomedical Informatics
Verified email at utah.edu
Title
Cited by
Cited by
Year
Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI
M Shabanian, EC Eckstein, H Chen, JP DeVincenzo
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
182019
A Neuro-Fuzzy Control for TCP Network Congestion
SH Hosseini, M Shabanian, BN Araabi
Applications of Soft Computing: From Theory to Praxis, 93-101, 2009
72009
Infant Brain Age Classification: 2D CNN Outperforms 3D CNN in Small Dataset
M Shabanian, M Wenzel, JP DeVincenzo
SPIE Medical Imaging - Image Processing Conference, 2021
52021
A new hybrid intelligent approach for traffic flow forecasting based on fuzzy controllers
SMH Hosseini, M Shabanian
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018
42018
Neurodevelopmental age estimation of infants using a 3D-convolutional neural network model based on fusion MRI sequences
M Shabanian, A Siddiqui, H Chen, JP DeVincenzo
arXiv preprint arXiv:2010.03963, 2020
22020
Sensor data fusion using mutual information algorithm
M Shabanian, SH Hosseini
Ciência e Natura 37 (6-2), 146-155, 2015
22015
An analysis of the disturbance on TCP network congestion
M Shabanian, SH Hosseini, BN Araabi
Applications of Soft Computing: From Theory to Praxis, 115-123, 2009
22009
3D Deep Neural Network to Automatically Identify TSC Structural Brain Pathology Based on MRI
M Shabanian, R Davis, J Bissler
SPIE Medical Imaging - Image Processing Conference, 2022
12022
Towards accurate detection of liver fibrosis in children and young adults using the CLAM deep learning pipeline
M Shabanian, Ch Wood, E Somasundaram, J R. Dillman, A Bernieh, L He, S ...
Journal of Pathology Informatics (JPI), 2023
2023
Comparison of trichrome Positive Pixel Count and pathologist scoring for assessment of histologic liver fibrosis in children and young adults
M Shabanian, Ch Wood, E Somasundaram, Z P. Taylor, J R. Dillman, A Bernieh ...
Journal of Pathology Informatics (JPI), 2023
2023
A Microservices Based Open-Source MLOps Stack for Medical Imaging Research
A Vantipuli, N Mahalingam, Z Taylor, M Shabanian, J Dudley, H Li, ...
Conference on Machine Intelligence in medical Imaging (SIIM/CMIMI), 2022
2022
Optimal Classification of Small Volumetric Dataset: 2D or 3D CNN in Infant Brain Age Prediction?
M Shabanian, M Wenzel, J DeVincenzo
IEBMC 2022, International Experimental Biology and Medicine Conference …, 2022
2022
Developing Deep-Learning Methods for Diagnosis and Prognosis of Pediatric Progressive Diseases Using Modern Imaging Techniques
M Shabanian
The University of Tennessee Health Science Center, 2021
2021
Optimal Classification of Small Volumetric Dataset: 2D or 3D CNN in Infant Brain Age Prediction?
SEBM, Society for Experimental Biology and Medicine 2022, 0
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