Shovito Barua Soumma

Shovito Barua Soumma
Arizona State University | ASU

Bachelor of Engineering

About

7
Publications
344
Reads
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6
Citations
Additional affiliations
February 2017 - May 2022
Bangladesh University of Engineering and Technology
Position
  • Student
May 2022 - September 2022
East Delta University
Position
  • Lecturer

Publications

Publications (7)
Preprint
Full-text available
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...
Preprint
Full-text available
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...
Preprint
Full-text available
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...
Preprint
Full-text available
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...
Preprint
Full-text available
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...
Conference Paper
Full-text available
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...
Poster
Full-text available
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...

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