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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
1302022
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
722021
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
662020
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
322022
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
252019
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
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
192020
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
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
182020
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
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
22022
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
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
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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