Enhanced decision tree induction using evolutionary techniques for Parkinson's disease classification
The diagnosis of Parkinson's disease (PD) is important in neurological pathology for
appropriate medical therapy. Algorithms based on decision tree induction (DTI) have been …
appropriate medical therapy. Algorithms based on decision tree induction (DTI) have been …
Comparison of random forest and support vector machine for prediction of cognitive impairment in Parkinson's disease
H Kibtia, S Abdullah, A Bustamam - AIP Conference Proceedings, 2020 - pubs.aip.org
Cognitive impairments are typical in PD and are indicated by mild cognitive impairment (PD-
MCI) in the early stages or dementia (PDD) in higher stages. The Montreal Cognitive …
MCI) in the early stages or dementia (PDD) in higher stages. The Montreal Cognitive …
Analysis of hypothyroidism development in post-radiotherapy nasopharyngeal cancer patients using survival trees
PMA George, S Abdullah… - Journal of Physics …, 2021 - iopscience.iop.org
Radiotherapy is one of the treatments for nasopharyngeal cancer (NPC). However, this
treatment might produce an unfavorable effect on the thyroid gland, which eventually results …
treatment might produce an unfavorable effect on the thyroid gland, which eventually results …
Identification of risk factors for impulse-control disorder symptoms in patients with Parkinson's disease
DA Setianingsih, S Abdullah - Journal of Physics: Conference …, 2021 - iopscience.iop.org
Parkinson's disease (PD) is one of the motoric neurodegenerative disorders that has the
fastest-growing prevalence, disability, and death rate compared to other neurological …
fastest-growing prevalence, disability, and death rate compared to other neurological …
Risk factors analysis of depression in early stage of Parkinson's disease
NF Indriana, S Abdullah - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Parkinson's disease (PD) is the second-most common neurodegenerative disease and
affects about 2-3% of the population of age 65 years or over, worldwide. One of the …
affects about 2-3% of the population of age 65 years or over, worldwide. One of the …