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Dr. M. Rajasekhar Reddy

Associate Professor, School of Computing, Amaravati

Qualification: M.Tech., MS, Ph.D
m_rajasekharreddy@av.amrita.edu
ORCID Profile
Google Scholar Profile
Scopus
Research Interest: Machine Learning, Deep Learning, Artificial Intelligence, Image Processing and health care technologies

Bio Publications Qualification FDP/ Workshop Attended
Bio

Dr. M. Rajasekhar Reddy pursued his Ph. D. in Computer Science and Engineering from SASTRA Deemed To Be University in 2020. He completed his M. Tech. in Computer Applications from ISM (IIT Dhanbad) in 2009. And he also received M.Sc. in Mathematics from IIT Kanpur.

Dr. M. Rajasekhar Reddy has over 14 years of teaching experience at various universities and has been with Amrita since December 2022. He has 33+ publications, and he is a reviewer for many peer reviewed journals. He has guided many UG and PG project students.

Dr. M. Rajasekhar Reddy is frequently invited as speaker at national and international conferences in the area of machine learning and health care applications.

He was the former member of IEEE, CSI and ACM.

Publications

Journal Article

Year : 2023

Design and Analysis of a Deep Learning Ensemble Framework Model for the Detection of COVID-19 and Pneumonia Using Large-Scale CT Scan and X-ray Image Datasets

Cite this Research Publication : Xue, X., Chinnaperumal, S., Abdulsahib, G. M., Manyam, R. R., Marappan, R., Raju, S. K., & Khalaf, O. I. (2023). Design and Analysis of a Deep Learning Ensemble Framework Model for the Detection of COVID-19 and Pneumonia Using Large-Scale CT Scan and X-ray Image Datasets. Bioengineering, 10(3), 363

Publisher : Bioengineering

Year : 2023

Optimization System Based on Convolutional Neural Network and Internet of Medical Things for Early Diagnosis of Lung Cancer

Cite this Research Publication : Hussain Ali, Y., Sabu Chooralil, V., Balasubramanian, K., Manyam, R. R., Kidambi Raju, S., T. Sadiq, A., & Farhan, A. K. (2023). Optimization System Based on Convolutional Neural Network and Internet of Medical Things for Early Diagnosis of Lung Cancer. Bioengineering, 10(3), 320.

Publisher : Bioengineering

Year : 2022

Synthesis, in vitro and Structural Aspects of Cap Substituted Suberoylanilide Hydroxamic Acid Analogs as Potential Inducers of Apoptosis in Glioblastoma cancer cells via HDAC/microRNA Regulation

Cite this Research Publication : Mekala, J. R., Ramalingam, P. S., Mathavan, S., Yamajala, R. B., Moparthi, N. R., Kurappalli, R. K., & Manyam, R. R. (2022). Synthesis, in vitro and structural aspects of cap substituted Suberoylanilide hydroxamic acid analogs as potential inducers of apoptosis in Glioblastoma cancer cells via HDAC/microRNA regulation. Chemico-biological interactions, 357, 109876.

Publisher : Chemico-biological interactions

Year : 2021

Epigenetic Modulation and Understanding of HDAC Inhibitors in Cancer Therapy

Cite this Research Publication : Ramaiah, M. J., Tangutur, A. D., & Manyam, R. R. (2021). Epigenetic modulation and understanding of HDAC inhibitors in cancer therapy. Life sciences, 277, 119504.

Publisher : Elsevier

Year : 2019

Improved Pharma Education System in the Field of Medical Images using Compression Techniques

Cite this Research Publication : Reddy, M. R., Ravichandran, K. S., Venkatraman, B., Sekar, K. R., & Manikandan, R. (2019). Improved pharma education system in the field of medical images using compression techniques. Cluster Computing, 22, 15049-15057.

Publisher : Cluster Computing

Year : 2018

A New Approach for the Image Compression to the Medical Images using PCA-SPIHT

Cite this Research Publication : Reddy, R. M., Ravichandran, K. S., Venkatraman, B., & Suganya, S. D. (2018). A new approach for the image compression to the medical images using PCA-SPIHT. Biomedical Research (0970-938X).

Publisher : Biomedical Research

Year : 2017

A Study of Various Fuzzy C Means Clustering Techniques for Segmentation

Cite this Research Publication : SD Suganya, Rajasekhar M Reddy, V Vaithiyanathan. A Study of Various Fuzzy C Means Clustering Techniques for Segmentation. Research Journal of Pharmaceutical, Biological and Chemical Sciences, 2017.

Publisher : Research Journal of Pharmaceutical, Biological and Chemical Sciences

Year : 2016

Enhancing Security for Data Hiding in Radiographic Images using Burrows Wheeler Transform

Cite this Research Publication : Karthikeyan, B., Reddy, M. R., Vaithiyanathan, V., Kannan, D., & Kosaraju, A. C. (2016). Enhancing Security for Data Hiding in Radiographic Images using Burrows Wheeler Transform. Indian Journal of Science and Technology, 9, 45.

Publisher : Indian Journal of Science and Technology

Year : 2015

Various Clustering Techniques : A Survey

Cite this Research Publication : M. Rajasekhar Reddy, Anishin Raj M M, B. Karthikeyan, Diana Baby, V. Vaithiyanathan and Ramgopalan V .Various clustering techniques: A survey(2015). Global Journal of Pure and Applied Mathematics,11(5),3371-3375.

Publisher : Global Journal of Pure and Applied Mathematics

Year : 2015

Change Detection in Video using Pixel based Parametric Analysis

Cite this Research Publication : M. Rajasekhar Reddy*, V. Vaithiyanathan, B. Karthikeyan and Gonavaram Venkata Sai Theja(2015). Change detection in video using pixel based parametric analysis. Indian Journal of Science and Technology, 8(35),pp.1-5.

Publisher : Indian Journal of Science and Technology

Year : 2015

An Amalgamated Approach of Cryptography and Steganography using IWT and Random Pixel Selection for Secure Transmission

Cite this Research Publication : Vaihiytanathan, V., Karthikeyan, B., Anischin Raj, M. M., Reddy, R., Priyanka, S., & Abinaya, K. (2015). An Amalgamated Approach of cryptography and steganography using IWT and Random pixel selection for secure transmission. ARPN Journal of Engineering and Applied Sciences, 10(6), 2352-2357.

Publisher : ARPN Journal of Engineering and Applied Sciences

Year : 2014

Securing Banking Systems using Biometrics Integrated with Random Number Generators

Cite this Research Publication : A.L.Sriram, M. Rajasekhar Reddy. Securing banking systems using biometrics integrated with random number generator. International Journal of Applied Engineering Research,2014

Publisher : International Journal of Applied Engineering Research

Year : 2014

Improved Page Rank Algorithm using Efficient Damping Factor

Cite this Research Publication : V. Vaithiyanathan,M. Rajasekhar Reddy,M.M. Anishin Raj,Thanushree,S. Nesha Sindhu .Improved page rank algorithm using efficient damping factor. International Journal of Applied Engineering Research,2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

EPFCM for Studying the Uncertainty and Ambiguity in the MR Images

Cite this Research Publication : A.L.Sriram, M. Rajasekhar Reddy. EPFCM for studying the uncertainty and ambiguity in the MR images. International Journal of Applied Engineering Research, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2013

Scanning Path based Audio Steganography

Cite this Research Publication : B. Karthikeyan,V. Vaithiyanathan,K. Ganesh,M. Rajasekhar Reddy. Scanning path based audio steganography. International Journal of Applied Engineering Research.2013.

Publisher : International Journal of Applied Engineering Research

Year : 2013

Panchromatic and Multispectral Image Fusion using IHS and GIHS Techniques

Cite this Research Publication : M. Ifjaz Ahmed,V. Vaithiyanathan,M. Rajasekhar Reddy. Panchromatic and multispectral image fusion using IHS and GIHS techniques. International Journal of Applied Engineering Research.2013.

Publisher : International Journal of Applied Engineering Research

Conference Proceedings

Year : 2022

Deep Transfer Learning approach for Classification of Chest Infections in Radiographic X-Ray Images

Cite this Research Publication : Mohammad, M., & Reddy, M. R. (2022, September). Deep Transfer Learning approach for Classification of Chest Infections in Radiographic X-Ray Images. In 2022 Second International Conference on Computer Science, Engineering and Applications (ICCSEA) (pp. 1-6). IEEE.

Publisher : IEEE

Year : 2021

Diabetic Retinopathy Detection with Feature Enhancement and Deep Learning

Cite this Research Publication : Hari, K. N., Karthikeyan, B., Reddy, M. R., & Seethalakshmi, R. (2021, July). Diabetic retinopathy detection with feature enhancement and deep learning. In 2021 International Conference on System, Computation, Automation and Networking (ICSCAN) (pp. 1-5). IEEE.

Publisher : IEEE

Year : 2020

Novel Image Compression and Deblocking Approach Using BPN and Deep Neural Network Architecture

Cite this Research Publication : Manyam, R. R., Sivagami, R., Krishankumar, R., Sangeetha, V., Ravichandran, K. S., & Kar, S. (2021). Novel Image Compression and Deblocking Approach Using BPN and Deep Neural Network Architecture. In Intelligence Science III: 4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24–27, 2021, Revised Selected Papers 4 (pp. 209-216). Springer International Publishing.

Publisher : Springer

Year : 2019

A New Approach to ROI based Image Compression using Simple Sliding Window Spatial Filter

Cite this Research Publication : Reddy, R., Ravichandran, K. S., Anashwara, P., & Aishwarya, S. (2019, March). A new approach to ROI based image compression using simple sliding window spatial filter. In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC) (pp. 16-22). IEEE.

Publisher : IEEE

Year : 2019

Comparative Analysis of CPU Scheduling Algorithms and their Optimal Solutions

Cite this Research Publication : Reddy, M. R., Ganesh, V. V. D. S. S., Lakshmi, S., & Sireesha, Y. (2019, March). Comparative analysis of CPU scheduling algorithms and their optimal solutions. In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC) (pp. 255-260). IEEE.

Publisher : IEEE

Year : 2019

A Study on Watermarking and Flexpad for Security Applications

Cite this Research Publication : Anusha, D., Vasavi, K., & Reddy, M. R. (2019, April). A Study on Watermarking and Flexpad for Security Applications. In 2019 3rd International Conference on Trends in Electronics and Informatics (ICOEI) (pp. 117-120). IEEE.

Publisher : IEEE

Year : 2019

Optimization of Click-Through Rate Prediction of an Advertisement

Cite this Research Publication : Madhu Sudana Rao, N., Eranki, K. L., Harika, D. L., Kavya Sree, H., Sai Prudhvi, M. M., & Rajasekar Reddy, M. (2020). Optimization of Click-Through Rate Prediction of an Advertisement. In International Conference on Innovative Computing and Communications: Proceedings of ICICC 2019, Volume 1 (pp. 579-589). Springer Singapore.

Publisher : n International Conference on Innovative Computing and Communications: Proceedings of ICICC 2019

Year : 2019

A New Approach for Bias–Variance Analysis Using Regularized Linear Regression

Cite this Research Publication : Reddy, M. R., Kumar, B. N., Rao, N. M., & Karthikeyan, B. (2020). A New Approach for Bias–Variance Analysis Using Regularized Linear Regression. In Advances in Bioinformatics, Multimedia, and Electronics Circuits and Signals: Proceedings of GUCON 2019 (pp. 35-46). Springer Singapore.

Publisher : Springer

Year : 2018

A Hybrid Steganography Method using 3LSB Substitution on Sub-Images based on a Key-Matrix

Cite this Research Publication : Ashwin, K., Vignesh, P., Reddy, M. R., & Ravichandran, K. S. (2018, March). A Hybrid Steganography Method using 3LSB Substitution on Sub-Images based on a Key-Matrix. In 2018 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) (pp. 1-8). IEEE.

Publisher : IEEE

Year : 2018

Image compression using Shannon-Fano-Elias coding and run length encoding

Cite this Research Publication : M. R. Reddy, K. Akshaya, R. A. Infanta Seles, R. Dhivya and K. S. . Ravichandran, "Image Compression using Shannon-Fano-Elias Coding and Run Length Encoding," 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT), Coimbatore, India, 2018, pp. 1-5, doi: 10.1109/ICICCT.2018.8473120.

Publisher : IEEE

Year : 2017

A Modified Cryptographic Approach for Securing Distributed Data Storage in Cloud Computing

Cite this Research Publication : Reddy, M. R., Akilandeswari, R., Priyadarshini, S., Karthikeyan, B., & Ponmani, E. (2017, July). A modified cryptographic approach for securing distributed data storage in cloud computing. In 2017 International Conference on Networks & Advances in Computational Technologies (NetACT) (pp. 131-139). IEEE.

Publisher : IEEE

Year : 2017

Optimized watermarking technique using PCA-DWT and log filter

Cite this Research Publication : Reddy, M. R., Sandeep, P. S., Mounika, C. H., Gopi, J., & Suganya, S. D. (2017, July). Optimized watermarking technique using PCA-DWT and log filter. In 2017 International Conference on Networks & Advances in Computational Technologies (NetACT) (pp. 126-130). IEEE.

Publisher : IEEE

Book Chapter

Year : 2020

Voice Controlled Home Automation Using Blynk, IFTTT with Live Feedback

Cite this Research Publication : Rajasekhar Reddy, M., Sai Siddartha Reddy, P., Akhil Sri Harsha, S., & Vishnu Vashista, D. (2020). Voice controlled home automation using Blynk, IFTTT with live feedback. In Inventive Communication and Computational Technologies: Proceedings of ICICCT 2019 (pp. 619-634). Springer Singapore.

Publisher : Springer

Year : 2019

A New Approach for Image Compression Using Efficient Coding Technique and BPN for Medical Images

Cite this Research Publication : Rajasekhar Reddy, M., Akkshya Deepika, M., Anusha, D., Iswariya, J., & Ravichandran, K. S. (2019). A new approach for image compression using efficient coding technique and BPN for medical images. In Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) (pp. 283-290). Springer International Publishing.

Publisher : Springer

Qualification
  • Doctorate (September 2020)
    Ph. D. in Computer Science and Engineering from SASTRA Deemed To Be University.
    Specialization : Image Processing
  • Post Graduation-1 ( May 2009)
    Master of technology in Computer Applications from ISM (IIT Dhanbad)
    Specialization : Parallel Processing
  • Post Graduation-2 ( May 2007)
    Master of Science in Mathematics from IIT Kanpur.
FDP/ Workshop Attended

FDP

  • Medical Image Analysis ( From NPTEL – IIT Kharagpur) (Topper)

Participated in AICTE-Sponsored Five Day’s Online Short Term Training Program (STTP)

  • Participated in AICTE-sponsored five day’s online short term training program (STTP) on “ARTIFICIAL INTELLIGENCE AND ITS SOCIETAL APPLICATIONS”, organized by the Department Of Computer Science And Engineering at NIT Meghalaya during 22nd-26th March, 2021

Reviewer of Journals

  • Signal Processing: Image Communication
  • Evolutionary Intelligence
  • Signal, Image and Video Processing (SIVP)
  • IEEE Journal of Selected Topics in Signal Processing
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