
Shovito Barua SoummaArizona State University | ASU
Shovito Barua Soumma
Bachelor of Engineering
About
7
Publications
344
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6
Citations
Introduction
Skills and Expertise
Additional affiliations
February 2017 - May 2022
May 2022 - September 2022
Publications
Publications (7)
Freezing of gait (FOG) is a debilitating symptom of Parkinson's disease (PD) that impairs mobility and safety. Traditional detection methods face challenges due to intra and inter-patient variability, and most systems are tested in controlled settings, limiting their real-world applicability. Addressing these gaps, we present FOGSense, a novel FOG...
The availability of continuous glucose monitors as over-the-counter commodities have created a unique opportunity to monitor a person's blood glucose levels, forecast blood glucose trajectories and provide automated interventions to prevent devastating chronic complications that arise from poor glucose control. However, forecasting blood glucose le...
Uncontrolled cell division in the brain is what gives rise to brain tumors. If the tumor size increases by more than half, there is little hope for the patient's recovery. This emphasizes the need of rapid and precise brain tumor diagnosis. When it comes to analyzing, diagnosing, and planning therapy for brain tumors, MRI imaging plays a crucial ro...
Parkinson's disease (PD) is a progressive neurological disorder that impacts the quality of life significantly, making in-home monitoring of motor symptoms such as Freezing of Gait (FoG) critical. However, existing symptom monitoring technologies are power-hungry, rely on extensive amounts of labeled data, and operate in controlled settings. These...
LIFT-PD is an innovative self-supervised learning framework developed for real-time detection of Freezing of Gait (FoG) in Parkinson's Disease (PD) patients, using a single triaxial accelerometer. It minimizes the reliance on large labeled datasets by applying a Differential Hopping Windowing Technique (DHWT) to address imbalanced data during train...
Similar causal relationships can exist between many
cancer types, for example, metastatic bladder cancer and sec-
ondary lung cancer. This relatedness must therefore be taken into
account for the diagnosis to be more accurate. The categorization
of cancers can benefit from gene expression studies. In order to
categorize cancer tissues with a compar...
A centralized clinical data repository is necessary for inspecting patients’ medical histories, disease analysis, population-wide disease research, treatment decision support, and improving existing healthcare policies and services. Bangladesh, a rapidly developing country, poses several unusual challenges to developing such a centralized clinical...