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Nahian Siddique
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U-net and its variants for medical image segmentation: A review of theory and applications
N Siddique, S Paheding, CP Elkin, V Devabhaktuni
IEEE Access 9, 82031-82057, 2021
9912021
Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning
E Babaeian, S Paheding, N Siddique, VK Devabhaktuni, M Tuller
Remote sensing of environment 260, 112434, 2021
792021
Short-and mid-term forecasts of actual evapotranspiration with deep learning
E Babaeian, S Paheding, N Siddique, VK Devabhaktuni, M Tuller
Journal of Hydrology 612, 128078, 2022
172022
Recurrent residual U-Net with EfficientNet encoder for medical image segmentation
N Siddique, S Paheding, MZ Alom, V Devabhaktuni
Pattern Recognition and Tracking XXXII 11735, 134-142, 2021
152021
Fractal, recurrent, and dense U-Net architectures with EfficientNet encoder for medical image segmentation
N Siddique, S Paheding, AA Reyes Angulo, MZ Alom, VK Devabhaktuni
Journal of Medical Imaging 9 (6), 064004-064004, 2022
42022
Forecasting of evapotranspiration from ground and remote sensing observations with deep learning
E Babaeian, S Paheding, N Siddique, V Devabhaktuni, M Tuller
AGU Fall Meeting Abstracts 2021, H32F-08, 2021
22021
U-net based deep learning architectures for object segmentation in biomedical images
N Siddique
Purdue University, 2021
12021
Application of Long Short-Term Memory Deep Learning for Forecasting of Evapotranspiration from Ground and Satellite Observations
E Babaeian, S Paheding, N Siddique, VK Devabhaktuni, M Tuller
ASA, CSSA, SSSA International Annual Meeting, 2021
2021
Application of Deep Learning for Regional Evapotranspiration Projections Based on Satellite and Weather Observations
E Babaeian, S Paheding, N Siddique, M Tuller
AGU Fall Meeting Abstracts 2020, H142-0001, 2020
2020
Design of Surface Plasmon Ring Resonator Based Label-free Biosensors
MF Adnan, MA Ihsan, N Siddique, IU Islam, RH Sagor
2018 International Conference on Computer, Communication, Chemical, Material …, 2018
2018
Investigation of transmission properties of plasmonic nanostructures
A Ihsan, SM Ishraq-Ul-Islam, N Siddique
Department of Electrical and Electronic Engineering, Islamic University of …, 2017
2017
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Articles 1–11