Sunil Kumar

@cse.nitk.ac.in

Research Scholar @ CSE Department
Natiional Institute of Technology Karnataka

https://researchid.co/sunil_21cs

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Artificial Intelligence

Scopus Publications

Scholar Citations

Scholar h-index

Scholar i10-index

Scopus Publications

Brain Tumor Detection Analysis Using CNN: A Review
Sunil Kumar, Renu Dhir, and Nisha Chaurasia
IEEE
A Brain Tumor is essentially a malformed cell growth that can be cancerous and non-cancerous. The tumor in the Brain is the most dangerous disease and can be diagnosed easily and reliably with the help of detection of the tumor with automated techniques on MRI Images. Several methods of efficient diagnosis and segmentation of brain tumors have been suggested by many researchers for effective tumor detection. A review method involving two-stage approaches for 20 research papers published in the period from 2000 to 2020 has been conducted to learn about tumor detection in MRI images. There has also been a comparative study of various processes. Two key problems are discovered after an intensive analysis procedure, Image Restoration and Image Enhancement. Which are solved and clarified with suitable methodologies. The introduction of quantitative image analysis resulted in fields such as MRI Images. On-going area for interest in brain tumors, in particular focus on White Matter, CSF, GM. The novel method uses the CNN classification technique and has been used to disregard the dataset picture algorithm error. The implementation of the suggested model is applied in the Python and TensorFlow environment. Algorithms and methodologies used to solve specific research problems were included in the results and along with their strengths and limitations. This examines the quantitative characteristics of brain tumors, such as shape, texture, and signal intensity, to predict high accuracy with a low error rate and the potential for future work in the field.

RECENT SCHOLAR PUBLICATIONS

Advanced wideband antenna arrays for 5G millimeter-wave spectrum at K-and Ka-bands
M Alibakhshikenari, P Parand, BS Virdee, IG Zuazola, S Kumar, A Zidour, ...
IntechOpen 2025

Leveraging Hybrid Modeling for Enhanced Runtime Prediction in Big Data Jobs
R Singh, VN Zadokar, S Kumar, SS Doddamani, B Bhowmik
2024 International Conference on Computing, Semiconductor, Mechatronics 2024

MPI for SPH Methods and Parallel Computing on CPUs and GPUs
PSJ Nayaka, S Kumar, A Singh, M Sohail
International Journal of Microsystems and IoT 2 (9), 1162-1169 2024

Detecting COVID-19 Infection Using Customized Convolutional Neural Network
S Kumar, B Kisku, S Kumar, B Bhowmik
2024 Control Instrumentation System Conference (CISCON), 1-6 2024

Automated Segmentation of COVID-19 Infected Lungs via Modified U-Net Model
S Kumar, B Bhowmik
2024 15th International Conference on Computing Communication and Networking 2024

Anatomy and Physiology of the Uveal Tract: Maintaining the Eye’s Internal Balance
R Kumar, S Kumar, VK Attuluri
Uveitis-Basics, Diagnosis, and Treatment 2024

Bacterial and fungal flora in patients having both upper and lower respiratory tract secretions for more than two weeks.
R Gupta, S Kumar, N Goel, D Gulati
Pravara Medical Review 16 (2) 2024

Industry 4.0: Design principles, challenges, and applications
KK Girish, S Kumar, BR Bhowmik
Topics in Artificial Intelligence Applied to Industry 4.0, 39-68 2024

Diagnosis of SARS-CoV-2 Via Rapid Antigen Kits
S Kumar, B Bhowmik
2023 IEEE Technology & Engineering Management Conference-Asia Pacific 2024

Emergence, Evolution, and Applications of Cyber-Physical Systems in Smart Society
S Kumar, B Bhowmik
2024 Fourth International Conference on Advances in Electrical, Computing 2024

Introduction to social neuroscience
S Kumar, VK Garg, VK Attuluri, N Goel
Emotional AI and Human-AI Interactions in Social Networking, 1-14 2024

Role of Genomics in Smart Era and Its Application in COVID‐19
S Kumar, BR Bhowmik
Privacy Preservation of Genomic and Medical Data, 73-112 2023

COVID-19 Waves and Their Impacts to Society
S Kumar, B Bhowmik
2023 IEEE Guwahati Subsection Conference (GCON), 1-5 2023

Time series analysis of stocks using deep learning
S Shandilya, S Kumar
Emerging Trends in IoT and Computing Technologies, 437-442 2023

Future perspectives for automated neurodegenerative disorders diagnosis: Challenges and possible research directions
AV Kumar, S Kumar, VK Garg, N Goel, VT Hoang, D Kashyap
Data Analysis for Neurodegenerative Disorders, 255-267 2023

Omics for environmental engineering and microbiology systems
V Kumar, VK Garg, S Kumar, JK Biswas
CRC Press 2022

Role of automation, Big Data, AI, ML IBN, and cloud computing in intelligent networks
S Kumar, P Ranjan
2022

Brain Tumor Detection Analysis Using CNN: A Review
S Kumar, R Dhir, N Chaurasia
2021 international conference on artificial intelligence and smart systems 2021

Decentralized secure storage of medical records using Blockchain and IPFS: A comparative analysis with future directions. Security and Privacy 4 (5), e162 (2021)
S Kumar, AK Bharti, R Amin
URL: https://onlinelibrary. wiley. com/doi/abs/10 1002 2021

Traditional method of preparation and development of quality standards for an edible vegetable fat Malabar tallow (Vateria indica L. seed butter)
MV Suma, M Faisal, SKN Kumar, B Ravishankar
NISCAIR-CSIR, India 2018

MOST CITED SCHOLAR PUBLICATIONS

Brain Tumor Detection Analysis Using CNN: A Review
S Kumar, R Dhir, N Chaurasia
2021 international conference on artificial intelligence and smart systems 2021
Citations: 36

COVID-19 Waves and Their Impacts to Society
S Kumar, B Bhowmik
2023 IEEE Guwahati Subsection Conference (GCON), 1-5 2023
Citations: 11

Alpha-glucosidase Inhibitory Activity of Syzygium Cumini (Linn.) Skeels Seed Kernel
J Shinde, T Taldone, M Barletta, N Kunaparaju, B Hu, S Kumar, J Placido, ...
vitro 2008
Citations: 8

Omics for environmental engineering and microbiology systems
V Kumar, VK Garg, S Kumar, JK Biswas
CRC Press 2022
Citations: 7

Emergence, Evolution, and Applications of Cyber-Physical Systems in Smart Society
S Kumar, B Bhowmik
2024 Fourth International Conference on Advances in Electrical, Computing 2024
Citations: 6

Role of Genomics in Smart Era and Its Application in COVID‐19
S Kumar, BR Bhowmik
Privacy Preservation of Genomic and Medical Data, 73-112 2023
Citations: 4

Industry 4.0: Design principles, challenges, and applications
KK Girish, S Kumar, BR Bhowmik
Topics in Artificial Intelligence Applied to Industry 4.0, 39-68 2024
Citations: 3

Introduction to social neuroscience
S Kumar, VK Garg, VK Attuluri, N Goel
Emotional AI and Human-AI Interactions in Social Networking, 1-14 2024
Citations: 3

Antimicrobial metabolites of probiotic bacteria: its properties and diversity
S Srivastava, A Srivastava, N Chandra, S Kumar
Research Article 4 (2) 2017
Citations: 2

Detecting COVID-19 Infection Using Customized Convolutional Neural Network
S Kumar, B Kisku, S Kumar, B Bhowmik
2024 Control Instrumentation System Conference (CISCON), 1-6 2024
Citations: 1

Anatomy and Physiology of the Uveal Tract: Maintaining the Eye’s Internal Balance
R Kumar, S Kumar, VK Attuluri
Uveitis-Basics, Diagnosis, and Treatment 2024
Citations: 1

Bacterial and fungal flora in patients having both upper and lower respiratory tract secretions for more than two weeks.
R Gupta, S Kumar, N Goel, D Gulati
Pravara Medical Review 16 (2) 2024
Citations: 1

Diagnosis of SARS-CoV-2 Via Rapid Antigen Kits
S Kumar, B Bhowmik
2023 IEEE Technology & Engineering Management Conference-Asia Pacific 2024
Citations: 1

Role of automation, Big Data, AI, ML IBN, and cloud computing in intelligent networks
S Kumar, P Ranjan
2022
Citations: 1

Detailed Anatomy of Uveal Tract (Iris, Ciliary Body and Choroid)
R Kumar, S Kumar
Uveitis–Basics, Diagnosis, and Treatment
Citations: 1