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Chandan ganesh Bangalore Yogananda
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Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1402022
MRI-based deep-learning method for determining glioma MGMT promoter methylation status
CGB Yogananda, BR Shah, SS Nalawade, GK Murugesan, FF Yu, ...
American Journal of Neuroradiology 42 (5), 845-852, 2021
742021
A fully automated deep learning network for brain tumor segmentation
CGB Yogananda, BR Shah, M Vejdani-Jahromi, SS Nalawade, ...
Tomography 6 (2), 186-193, 2020
682020
A novel fully automated MRI-based deep-learning method for classification of 1p/19q co-deletion status in brain gliomas
CGB Yogananda, BR Shah, FF Yu, MC Pinho, SS Nalawade, ...
Neuro-oncology advances 2 (Supplement_4), iv42-iv48, 2020
512020
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
372022
Classification of brain tumor isocitrate dehydrogenase status using MRI and deep learning
S Nalawade, GK Murugesan, M Vejdani-Jahromi, RA Fisicaro, ...
Journal of Medical Imaging 6 (4), 046003-046003, 2019
272019
A deep learning pipeline for automatic skull stripping and brain segmentation
CGB Yogananda, BC Wagner, GK Murugesan, A Madhuranthakam, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
222019
Multidimensional and multiresolution ensemble networks for brain tumor segmentation
GK Murugesan, S Nalawade, C Ganesh, B Wagner, FF Yu, B Fei, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
202020
Fully automated brain tumor segmentation and survival prediction of gliomas using deep learning and MRI
CG Bangalore Yogananda, B Wagner, SS Nalawade, GK Murugesan, ...
International MICCAI Brainlesion Workshop, 99-112, 2020
202020
Concurrent measurement of skeletal muscle blood flow during exercise with diffuse correlation spectroscopy and Doppler ultrasound
CG Bangalore-Yogananda, R Rosenberry, S Soni, H Liu, MD Nelson, ...
Biomedical Optics Express 9 (1), 131-141, 2018
192018
BrainNET: Inference of brain network topology using machine learning
GK Murugesan, C Ganesh, S Nalawade, EM Davenport, B Wagner, ...
Brain connectivity 10 (8), 422-435, 2020
102020
Federated learning for brain tumor segmentation using mri and transformers
S Nalawade, C Ganesh, B Wagner, D Reddy, Y Das, FF Yu, B Fei, ...
International MICCAI Brainlesion Workshop, 444-454, 2021
82021
Disparity autoencoders for multi-class brain tumor segmentation
CG Bangalore Yogananda, Y Das, BC Wagner, SS Nalawade, D Reddy, ...
International MICCAI Brainlesion Workshop, 116-124, 2021
72021
Author Correction: Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
nature communications 14 (1), 436, 2023
32023
Brain tumor IDH, 1p/19q, and MGMT molecular classification using MRI-based deep learning: an initial study on the effect of motion and motion correction
SS Nalawade, FF Yu, CG Bangalore Yogananda, GK Murugesan, ...
Journal of Medical Imaging 9 (1), 016001-016001, 2022
32022
Brain Tumor IDH, 1p/19q, and MGMT molecular classification using MRI-based deep learning: effect of motion and motion correction
SS Nalawade, FF Yu, CG Bangalore Yogananda, GK Murugesan, ...
bioRxiv, 2020.06. 01.126375, 2020
22020
MRI-Based Deep Learning Method for Classification of IDH Mutation Status
CG Bangalore Yogananda, BC Wagner, NCD Truong, JM Holcomb, ...
Bioengineering 10 (9), 1045, 2023
12023
Non-Invasive Profiling of Molecular Markers in Brain Gliomas Using Deep Learning and Magnetic Resonance Images
CGB Yogananda
The University of Texas at Arlington, 2021
12021
MRI-BASED DEEP LEARNING METHOD FOR DETERMINING METHYLATION STATUS OF THE O6-METHYLGUANINE–DNA METHYLTRANSFERASE …
CG Bangalore Yogananda, BR Shah, SS Nalawade, GK Murugesan, ...
bioRxiv, 2020.05. 30.124230, 2020
12020
Classification of Brain Tumor IDH Status using MRI and Deep Learning
S Nalawade, G Murugesan, M Vejdani-Jahromi, RA Fisicaro, ...
bioRxiv, 757344, 2019
12019
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