Browsing by Subject "Healthcare Technology"

Now showing items 1-4 of 4

Anxiety Disorder Detection Using Machine Learning Approach

Mim, Sharmin Sultana (Daffodil International University, 2024-01-01)

The objective of this research is to tackle urgent problems in the early identification of Anxiety Disorder, specifically in Bangladesh. The country is renowned for its high prevalence of this mental disorder, which is ...
Enhancing random forest model for cancer detection: a multi objective hyper parameter tuning strategy

Islam, Md Saykot (Daffodil International University, 2024-01-01)

Early and accurate cancer detection is crucial for improving patient outcomes from this lethal disease, but traditional methods often lack sensitivity or specificity. Machine learning algorithms, particularly Random ...
A novel explainable AI-based approach: early-stage Thyroid disease classification

Nizhum, Md. (Daffodil International University, 2024-01-22)

As of the most current information, thyroid illnesses remain widespread on a worldwide scale. The rate of hypothyroidism among Americans is around 4.6%, with a higher incidence seen in women and older individuals. ...
Parkinson disease detection using machine learning with Explainable AI

Ferdaous, Jannatul (Daffodil International University, 2024-01-26)

Aside from its effects on the nervous system, Parkinson's disease also modifies the physiological functions that the nervous system regulates. The progressive nature of Parkinson's disease makes it a degenerative disorder. ...

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