ResNet-50 based deep neural network using transfer learning for brain tumor classification

MB Sahaai, GR Jothilakshmi, D Ravikumar… - AIP Conference …, 2022 - pubs.aip.org
Brain tumour is one of the most complicated diseases to treat in modern medicine. In the
early stages of tumour development, the radiologist's primary concern is often an accurate …

Research on data acquisition algorithms based on image processing and artificial intelligence

S Hu - International Journal of Pattern Recognition and …, 2020 - World Scientific
At present, image recognition processing technology has been playing a decisive role in the
field of pattern recognition, of which automatic recognition of bank notes is an important …

Comparative analysis on brain tumor classification using deep learning models

MB Sahaai, GR Jothilakshmi… - … Conference on Data …, 2022 - ieeexplore.ieee.org
The categorization of brain tumors is crucial for accurate medical analysis as well as
healing. Convolutional Neural Network plays an essential role in diagnosing disease in the …

Low expression of HIF1AN accompanied by less immune infiltration is associated with poor prognosis in breast cancer

S Tang, D Liu, Y Fang, L Yong, Y Zhang… - Frontiers in …, 2023 - frontiersin.org
Background Hypoxia-inducible factor 1-alpha (HIF-1α) stability and transcriptional action are
reduced by the hypoxia-inducible factor 1-alpha subunit suppressor (HIF1AN). Its …

Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach

N Kermouni Serradj, M Messadi, S Lazzouni - Journal of Digital Imaging, 2022 - Springer
Microcalcifications (MCs) are the main signs of precancerous cells. The development of
aided-system for their detection has become a challenge for researchers in this field. In this …

Acoustic Anthropogenic Noise Reduction In Pixel Priority Based Algorithm

N Rajkamal - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Priority pixel enhancement for removing hindrances in acoustics. In this paper underwater
sound speed gradient monitoring systems grieved in various conditions data monitoring …

3D Cyst Sonomammogram Projection Using Reflection Coefficient and Mass Density in Python

GR Jothi Lakshmi, V Adarsh, S Kumari, D Ravi… - … Intelligence for Clinical …, 2023 - Springer
The formation of a breast cyst is a common problem among females nowadays, and there is
a possibility of developing a complex cyst that consists of fluid with a solid deposit …

Prediction and classification of aerosol deposition in lung using CT scan images

K Karthika, GRJ Lakshmi - Computational Intelligence for Clinical …, 2023 - Springer
Interstitial lung disease (ILD) is a set of chronic lung disorders that are essential for
establishing treatment since the decisions are based on human research with the use of non …

3D Cyst Sonomammogram Projection Using Reflection Coefficient and Mass Density in Python

GRJ Lakshmi, V Adarsh, S Kumari, D Ravi… - … Intelligence for Clinical … - Springer
Image processing is a technique for manipulating images using mathematical procedures.
When a photo or video frame is used as the input, the result is either an image or a collection …

Soft Computing and Image Processing for Detection and Analysis of Plant Infections

V Babu, GRJ Lakshmi - Mathematical Statistician and Engineering …, 2021 - philstat.org
We provide a comprehensive evaluation of methods for detecting plant diseases in images
taken under normal lighting conditions. The aim of these methods is to use digital image …