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Scopus Author ID: 54888957100
SciProfiles: 2270626

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Employment (6)

SRM University AP - Amaravati: Mangalagiri, Andhra Pradesh, IN

2021 to present (Electronics and Communication Engineering )
Employment
Source: Self-asserted source
Sudhakar Tummala

Velagapudi Ramakrishna Siddhartha Engineering College: Vijayawada, IN

2020 to 2021 | Associate Professor
Employment
Source: Self-asserted source
Sudhakar Tummala

University Medical Center: Goettingen, Lower Saxony, DE

2020 to 2020 | Scientific Staff
Employment
Source: Self-asserted source
Sudhakar Tummala

SRM University-AP, Andhra Pradesh: Vijayawada, IN

2017 to 2020 | Assistant Professor (Electronics and Communication Engineering)
Employment
Source: Self-asserted source
Sudhakar Tummala

David Geffen School of Medicine at UCLA: Los Angeles, California, US

2014 to 2016 | Postdoc
Employment
Source: Self-asserted source
Sudhakar Tummala

University of Western Ontario: London, Ontario, CA

2012 to 2013 | Postdoc
Employment
Source: Self-asserted source
Sudhakar Tummala

Education and qualifications (3)

University of Copenhagen: Copenhagen, DK

2009-02 to 2012-02 | PhD (Computer Science)
Education
Source: Self-asserted source
Sudhakar Tummala

Karlsruhe Institute of Technology: Karlsruhe, DE

2007 to 2008 | DAAD Scholar
Education
Source: Self-asserted source
Sudhakar Tummala

IIT Madras: Chennai, IN

2006 to 2008 | M.Tech
Education
Source: Self-asserted source
Sudhakar Tummala

Professional activities (3)

IEEE Engineering in Medicine and Biology Society: Piscataway, NJ, US

2020 to present
Membership
Source: Self-asserted source
Sudhakar Tummala

IEEE Computational Intelligence Society: Piscataway, NJ, US

2020 to present
Membership
Source: Self-asserted source
Sudhakar Tummala

IEEE: New York, NY, US

2020 to present | Senior Member
Membership
Source: Self-asserted source
Sudhakar Tummala

Works (26)

A Hybrid Deep Learning Model for Enhanced Structural Damage Detection: Integrating ResNet50, GoogLeNet, and Attention Mechanisms

Sensors
2024-11 | Journal article | Author
DOI: 10.3390/s24227249
Contributors: vikash singh; Anuj Baral; Roshan Kumar; Sudhakar Tummala; Mohammad Noori; Swati Varun Yadav; Shuai Kang; Wei Zhao
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A 3D Sparse Autoencoder for Fully Automated Quality Control of Affine Registrations in Big Data Brain MRI Studies

Journal of Imaging Informatics in Medicine
2024-01-10 | Journal article
DOI: 10.1007/s10278-023-00933-7
Part of ISSN: 2948-2933
Contributors: Venkata Sainath Gupta Thadikemalla; Niels K. Focke; Sudhakar Tummala
Source: Self-asserted source
Sudhakar Tummala

Few-shot learning using explainable Siamese twin network for the automated classification of blood cells

Medical & Biological Engineering & Computing
2023-06 | Journal article
DOI: 10.1007/s11517-023-02804-3
Contributors: Sudhakar Tummala; Anil K. Suresh
Source: check_circle
Crossref

An Explainable Classification Method Based on Complex Scaling in Histopathology Images for Lung and Colon Cancer

Diagnostics
2023-04-29 | Journal article
DOI: 10.3390/diagnostics13091594
Contributors: Sudhakar Tummala; Seifedine Kadry; Ahmed Nadeem; Hafiz Tayyab Rauf; Nadia Gul
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

EfficientNetV2 Based Ensemble Model for Quality Estimation of Diabetic Retinopathy Images from DeepDRiD

Diagnostics
2023-02 | Journal article | Author
DOI: 10.3390/diagnostics13040622
Contributors: Sudhakar Tummala; Venkata Sainath Gupta Thadikemalla; seifedine kadry; Mohammed Sharaf; Hafiz Tayyab Rauf
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

BreaST-Net: Multi-Class Classification of Breast Cancer from Histopathological Images Using Ensemble of Swin Transformers

Mathematics
2022-11 | Journal article | Author
DOI: 10.3390/math10214109
Contributors: Sudhakar Tummala; Jungeun Kim; seifedine kadry
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Classification of Brain Tumor from Magnetic Resonance Imaging using Vision Transformers Ensembling

Current Oncology
2022-10 | Journal article | Author
DOI: 10.3390/curroncol29100590
Contributors: Sudhakar Tummala; seifedine kadry; Syed Ahmad Chan Bukhari; Hafiz Tayyab Rauf
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Few-Shot Learning using Siamese Twin Network for the Classification of Blood Cells

2022-10-31 | Preprint
DOI: 10.21203/rs.3.rs-2215631/v1
Contributors: Sudhakar Tummala; Anil K Suresh
Source: check_circle
Crossref

EfficientNetV2 for Quality Estimation of Diabetic Retinopathy Images from DeepDRiD

2022-10-24 | Preprint
DOI: 10.21203/rs.3.rs-2195089/v1
Contributors: Sudhakar Tummala
Source: check_circle
Crossref

Brain Tumor Classification from MRI using Vision Transformers Ensembling

2022-04-26 | Preprint
DOI: 10.21203/rs.3.rs-1593662/v1
Contributors: Sudhakar Tummala
Source: check_circle
Crossref

Fully automated quality control of rigid and affine registrations of T1w and T2w MRI in big data using machine learning

Computers in Biology and Medicine
2021-12 | Journal article
DOI: 10.1016/j.compbiomed.2021.104997
Contributors: Sudhakar Tummala; Venkata Sainath Gupta Thadikemalla; Barbara A.K. Kreilkamp; Erik B. Dam; Niels K. Focke
Source: check_circle
Crossref

3D Deep Convolutional Neural Network for Detection of Anomalous Rigid and Affine Registrations in Big Data Brain MRI

2021 IEEE Bombay Section Signature Conference (IBSSC)
2021-11-18 | Conference paper
DOI: 10.1109/ibssc53889.2021.9673318
Source: Self-asserted source
Sudhakar Tummala

Machine Learning Framework For Fully Automatic Quality Checking Of Rigid And Affine Registrations In Big Data Brain MRI

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)
2021-04-13 | Conference paper
DOI: 10.1109/isbi48211.2021.9433875
ISBN: 9781665412469
Source: Self-asserted source
Sudhakar Tummala

Deep Learning Framework using Siamese Neural Network for Diagnosis of Autism from Brain Magnetic Resonance Imaging

2021 6th International Conference for Convergence in Technology (I2CT)
2021-04-02 | Conference paper
DOI: 10.1109/i2ct51068.2021.9418143
ISBN: 9781728188768
Source: Self-asserted source
Sudhakar Tummala

Machine Learning Framework for Fully Automatic Quality Checking of Rigid and Affine Registrations in Big Data Brain MRI

2020-10-25 | Preprint
DOI: 10.1101/2020.10.23.352781
Contributors: Sudhakar Tummala; Niels K. Focke
Source: check_circle
Crossref

Brain tissue entropy changes in patients with autism spectrum disorder

Lecture Notes in Computational Vision and Biomechanics
2019 | Book chapter
DOI: 10.1007/978-3-030-04061-1_1
EID:

2-s2.0-85060205417

Part of ISBN:

22129413 22129391
Contributors: Tummala, S.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Gender Differences in Knee Joint Congruity Quantified from MRI: A Validation Study with Data from Center for Clinical and Basic Research and Osteoarthritis Initiative

Cartilage
2018 | Journal article
DOI: 10.1177/1947603516684590
EID:

2-s2.0-85037627228

Part of ISBN:

19476043 19476035
Contributors: Tummala, S.; Schiphof, D.; Byrjalsen, I.; Dam, E.B.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Non-Gaussian diffusion imaging shows brain myelin and axonal changes in obstructive sleep apnea

Journal of Computer Assisted Tomography
2017 | Journal article
DOI: 10.1097/RCT.0000000000000537
EID:

2-s2.0-84994127988

Part of ISBN:

15323145 03638715
Contributors: Tummala, S.; Roy, B.; Vig, R.; Park, B.; Kang, D.W.; Woo, M.A.; Aysola, R.; Harper, R.M.; Kumar, R.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Associations between brain white matter integrity and disease severity in obstructive sleep apnea

Journal of Neuroscience Research
2016 | Journal article
DOI: 10.1002/jnr.23788
EID:

2-s2.0-84982225104

Part of ISBN:

10974547 03604012
Contributors: Tummala, S.; Roy, B.; Park, B.; Kang, D.W.; Woo, M.A.; Harper, R.M.; Kumar, R.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Global and regional brain non-Gaussian diffusion changes in newly diagnosed patients with obstructive sleep apnea

Sleep
2016 | Journal article
DOI: 10.5665/sleep.5316
EID:

2-s2.0-84957106770

Part of ISBN:

15509109 01618105
Contributors: Tummala, S.; Palomares, J.; Kang, D.W.; Park, B.; Woo, M.A.; Harper, R.M.; Kumar, R.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Water Exchange across the Blood-Brain Barrier in Obstructive Sleep Apnea: An MRI Diffusion-Weighted Pseudo-Continuous Arterial Spin Labeling Study

Journal of Neuroimaging
2015 | Journal article
DOI: 10.1111/jon.12288
EID:

2-s2.0-84944512842

Part of ISBN:

15526569 10512284
Contributors: Palomares, J.A.; Tummala, S.; Wang, D.J.J.; Park, B.; Woo, M.A.; Kang, D.W.; Lawrence, K.S.S.; Harper, R.M.; Kumar, R.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Gradient competition anisotropy for centerline extraction and segmentation of spinal cords

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
DOI: 10.1007/978-3-642-38868-2_5
EID:

2-s2.0-84901270473

Part of ISBN:

03029743 16113349
Contributors: Law, M.W.K.; Garvin, G.J.; Tummala, S.; Tay, K.; Leung, A.E.; Li, S.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Automatic quantification of congruity from knee MRI

Computational Biomechanics for Medicine: Deformation and Flow
2012 | Book chapter
Part of DOI: 10.1007/978-1-4614-3172-5_7
EID:

2-s2.0-84955364367
Contributors: Tummala, S.; Dam, E.B.; Nielsen, M.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Automatic quantification of tibio-femoral contact area and congruity

IEEE Transactions on Medical Imaging
2012 | Journal article
DOI: 10.1109/TMI.2012.2191813
EID:

2-s2.0-84863458737

Part of ISBN:

02780062
Contributors: Tummala, S.; Nielsen, M.; Lillholm, M.; Christiansen, C.; Dam, E.B.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Diagnosis of osteoarthritis by cartilage surface smoothness quantified automatically from knee MRI

Cartilage
2011 | Journal article
DOI: 10.1177/1947603510381097
EID:

2-s2.0-84857132125

Part of ISBN:

19476035 19476043
Contributors: Tummala, S.; Bay-Jensen, A.-C.; Karsdal, M.A.; Dam, E.B.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Surface smoothness: Cartilage biomarkers for knee OA beyond the radiologist

Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2010 | Conference paper
DOI: 10.1117/12.844115
EID:

2-s2.0-79751504552

Part of ISBN:

16057422
Contributors: Tummala, S.; Dam, E.B.
Source: Self-asserted source
Sudhakar Tummala via Scopus - Elsevier

Peer review (47 reviews for 22 publications/grants)

Review activity for Agriculture. (1)
Review activity for Applied sciences. (5)
Review activity for Big data and cognitive computing (1)
Review activity for Bioengineering. (1)
Review activity for Biology. (1)
Review activity for Biomedical signal processing and control. (1)
Review activity for Biomedicines. (2)
Review activity for Brain sciences. (5)
Review activity for Current oncology. (1)
Review activity for Diagnostics. (8)
Review activity for Entropy : (1)
Review activity for Healthcare. (2)
Review activity for International journal of environmental research and public health (1)
Review activity for International journal of molecular sciences. (1)
Review activity for Journal of Imaging Informatics in Medicine. (1)
Review activity for Journal of personalized medicine. (2)
Review activity for Life. (1)
Review activity for Mathematics. (7)
Review activity for Medicina. (2)
Review activity for PloS one. (1)
Review activity for Sensors. (1)
Review activity for Sustainability. (1)
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