53 citations · 58 across the 8 of their papers we have counts for
8 papers
An Uncertainty-Aware Loss Function Incorporating Fuzzy Logic: Application to MRI Brain Image Segmentation
Hanuman Verma, Akshansh Gupta, Pranabesh Maji +2
Accurate brain image segmentation, particularly for distinguishing various tissues from magnetic resonance imaging (MRI) images, plays a pivotal role in finding the neurological di…
A Novel Framework using Intuitionistic Fuzzy Logic with U-Net and U-Net++ Architecture: A case Study of MRI Bain Image Segmentation
Hanuman Verma, Kiho Im, Akshansh Gupta +1
Accurate segmentation of brain images from magnetic resonance imaging (MRI) scans plays a pivotal role in brain image analysis and the diagnosis of neurological disorders. Deep lea…
Deep Learning Architecture for Motor Imaged Words
Vimal W, Akshansh Gupta
The notion of a Brain-Computer Interface system is the acquisition of signals from the brain, processing them, and translating them into commands. The study concentrated on a speci…
Semi-supervised Contrastive Regression for Estimation of Eye Gaze
Somsukla Maiti, Akshansh Gupta
With the escalated demand of human-machine interfaces for intelligent systems, development of gaze controlled system have become a necessity. Gaze, being the non-intrusive form of…
LocalEyenet: Deep Attention framework for Localization of Eyes
Somsukla Maiti, Akshansh Gupta
Development of human machine interface has become a necessity for modern day machines to catalyze more autonomy and more efficiency. Gaze driven human intervention is an effective…
On the utility of power spectral techniques with feature selection techniques for effective mental task classification in noninvasive BCI
Akshansh Gupta, Ramesh Kumar Agrawal, Jyoti Singh Kirar +4
In this paper classification of mental task-root Brain-Computer Interfaces (BCI) is being investigated, as those are a dominant area of investigations in BCI and are of utmost inte…
Survival prediction of head and neck squamous cell carcinoma using machine learning models
Saurav Mandal, Akshansh Gupta, Waribam Pratibha Chanu
Head and Neck Squamous Cell Carcinoma (HNSCC) is one of cancer type that is most distressing leading to acute pain, effecting speech and primary survival functions such as swallowi…
Analysis of COVID-19 cases in India through Machine Learning: A Study of Intervention
Hanuman Verma, Akshansh Gupta, Utkarsh Niranjan
To combat the coronavirus disease 2019 (COVID-19) pandemic, the world has vaccination, plasma therapy, herd immunity, and epidemiological interventions as few possible options. The…