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Sudhakar Tummala
Sudhakar Tummala
SRM University-AP, Andhra Pradesh, India
Verifisert e-postadresse på srmap.edu.in - Startside
Tittel
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Classification of brain tumor from magnetic resonance imaging using vision transformers ensembling
S Tummala, S Kadry, SAC Bukhari, HT Rauf
Current Oncology 29 (10), 7498-7511, 2022
1542022
Water exchange across the blood‐brain barrier in obstructive sleep apnea: An MRI diffusion‐weighted pseudo‐continuous arterial spin labeling study
JA Palomares, S Tummala, DJJ Wang, B Park, MA Woo, DW Kang, ...
Journal of neuroimaging 25 (6), 900-905, 2015
692015
BreaST-Net: Multi-class classification of breast cancer from histopathological images using ensemble of swin transformers
S Tummala, J Kim, S Kadry
Mathematics 10 (21), 4109, 2022
582022
Associations between brain white matter integrity and disease severity in obstructive sleep apnea
S Tummala, B Roy, B Park, DW Kang, MA Woo, RM Harper, R Kumar
Journal of neuroscience research 94 (10), 915-923, 2016
362016
An explainable classification method based on complex scaling in histopathology images for lung and colon cancer
S Tummala, S Kadry, A Nadeem, HT Rauf, N Gul
Diagnostics 13 (9), 1594, 2023
312023
Global and regional brain non-gaussian diffusion changes in newly diagnosed patients with obstructive sleep apnea
S Tummala, J Palomares, DW Kang, B Park, MA Woo, RM Harper, ...
Sleep 39 (1), 51-57, 2016
312016
Deep Learning Framework using Siamese Neural Network for Diagnosis of Autism from Brain Magnetic Resonance Imaging
S Tummala
IEEE Sponsored 6th International Conference for Convergence in Technology (I2CT), 2021
252021
Gender differences in knee joint congruity quantified from MRI: a validation study with data from center for clinical and basic research and osteoarthritis initiative
S Tummala, D Schiphof, I Byrjalsen, EB Dam
Cartilage 9 (1), 38-45, 2018
252018
Non-Gaussian diffusion imaging shows brain myelin and axonal changes in obstructive sleep apnea
S Tummala, B Roy, R Vig, B Park, DW Kang, MA Woo, R Aysola, ...
Journal of computer assisted tomography 41 (2), 181-189, 2017
182017
Diagnosis of osteoarthritis by cartilage surface smoothness quantified automatically from knee MRI
S Tummala, AC Bay-Jensen, MA Karsdal, EB Dam
Cartilage 2 (1), 50-59, 2011
172011
Automatic quantification of tibio-femoral contact area and congruity
S Tummala, M Nielsen, M Lillholm, C Christiansen, EB Dam
IEEE transactions on medical imaging 31 (7), 1404-1412, 2012
152012
Few-shot learning using explainable Siamese twin network for the automated classification of blood cells
S Tummala, AK Suresh
Medical & Biological Engineering & Computing 61 (6), 1549-1563, 2023
132023
Gradient competition anisotropy for centerline extraction and segmentation of spinal cords
MWK Law, GJ Garvin, S Tummala, KY Tay, AE Leung, S Li
Information Processing in Medical Imaging: 23rd International Conference …, 2013
122013
EfficientNetV2 based ensemble model for quality estimation of diabetic retinopathy images from DeepDRiD
S Tummala, VSG Thadikemalla, S Kadry, M Sharaf, HT Rauf
Diagnostics 13 (4), 622, 2023
112023
Fully automated quality control of rigid and affine registrations of T1w and T2w MRI in big data using machine learning
S Tummala, VSG Thadikemalla, BAK Kreilkamp, EB Dam, NK Focke
Computers in biology and medicine 139, 104997, 2021
62021
Machine learning framework for fully automatic quality checking of rigid and affine registrations in big data brain MRI
S Tummala, NK Focke
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1734-1737, 2021
42021
A Hybrid Deep Learning Model for Enhanced Structural Damage Detection: Integrating ResNet50, GoogLeNet, and Attention Mechanisms
V Singh, A Baral, R Kumar, S Tummala, M Noori, SV Yadav, S Kang, ...
Sensors 24 (22), 7249, 2024
32024
Brain tumor classification from MRI using vision transformers ensembling
S Tummala
32022
Brain tissue entropy changes in patients with autism Spectrum disorder
S Tummala
Computer Aided Intervention and Diagnostics in Clinical and Medical Images, 1-10, 2019
22019
Brain Injury in healthy adult CF homozygous F508del patients
MS Woo, S Tummala, K Afshar, A Rao, MA Woo, L Fukushima, R Kumar
Pediatric pulmonology 50, 432, 2015
22015
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Artikler 1–20