An optimal registration on shearlet domain with novel weighted energy fusion for multi-modal medical images

RR Nair, T Singh - Optik, 2021 - Elsevier
Medical images usually display various attributes of data on human viscera and abnormal
tissue in different modalities. The fusion of images, ensures effective deployment of all …

Multi-modal medical image fusion using lmf-gan-a maximum parameter infusion technique

RR Nair, T Singh, R Sankar… - Journal of Intelligent & …, 2021 - content.iospress.com
The multi-sensor, multi-modal, composite design of medical images merged into a single
image, contributes to identifying features that are relevant to medical diagnoses and …

Biomedical sensor image segmentation algorithm based on improved fully convolutional network

J Fan, Q Hua, X Li, Z Wen, M Yang - Measurement, 2022 - Elsevier
Effective use of biomedical sensor image can help locate diseased tissues and tissue
structures clearly presented, and clinical diagnosis and treatment can assist doctors in …

RETRACTED ARTICLE: MAMIF: multimodal adaptive medical image fusion based on B-spline registration and non-subsampled shearlet transform

RR Nair, T Singh - Multimedia Tools and Applications, 2021 - Springer
Off late, medical image fusion has emerged as an inspiring approach in merging different
modalities of medical images. The fused image helps the medicos to diagnose various …

Multiresolution approach on medical image fusion by modified local energy

RR Nair, T Babu, T Singh - Signal, Image and Video Processing, 2023 - Springer
Human and machine perception data that are not redundant are very important in medical
field for diagnosis and treatment. Existing fusion methods lack in complexity and are time …

Deployment of breast cancer hybrid net using deep learning

NB Nair, T Singh, A Thakur… - 2022 13th International …, 2022 - ieeexplore.ieee.org
Breast cancer (BC) occurs when healthy breast cells grow out of control and become tumors.
According to American Cancer Society, breast cancer occurs in one out of eight women and …

RESNET-50, CNN and HNN medical image registration techniques for covid-19, pneumonia and other chest ailments detection

PG Sathvik, MR Kumar, GH Neeli… - 2022 13th …, 2022 - ieeexplore.ieee.org
Covid illness (COVID-19), with a beginning stage in China. As per report collected on 30 Jun
2022, total cases are 4.35 Cr+ 18,819 also 5.25 L+ 39 cases of deaths across several states …

Improving Early Detection and Classification of Lung Diseases with Innovative MobileNetV2 Framework

A Tripathi, T Singh, RR Nair, P Duraisamy - IEEE Access, 2024 - ieeexplore.ieee.org
Any condition that damages or impedes the normal operation of the lungs is classified as a
lung disease, and failure to identify and address it early can potentially lead to false …

Detection & Classification of Tuberculosis HIV-Positive Patients using Deep Learning

KTM Princy, T Singh, V Vinayak… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Tuberculosis [TB] recently struck several countries all through the entire globe. According to
the World Health Organization [WHO], there have been a calculated 2.8 million TB fatalities …

Neuro-fuzzy based multimodal medical image fusion

RR Nair, SH Karumanchi… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The role of fusion of images in determining the quality of medical images for diagnosis and
treatment planning is important. Present work deals with fusion in wavelet domain with …