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All Journal Heca Journal of Applied Sciences Indonesian Journal of Case Reports
Nanda Earlia
Department of Dermatology and Venereology, Faculty of Medicine Universitas Syiah Kuala, Banda Aceh, Aceh, Indonesia; Department of Dermatology and Venereology, Dr. Zainoel Abidin Hospital, Banda Aceh, Aceh, Indonesia
Agriculture, Biological Sciences & Forestry Earth & Planetary Sciences Engineering Health Professions Medicine & Pharmacology Neuroscience Public Health

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Evaluation of Gradient Boosted Classifier in Atopic Dermatitis Severity Score Classification Rivansyah Suhendra; Suryadi Suryadi; Noviana Husdayanti; Aga Maulana; Teuku Rizky Noviandy; Novi Reandy Sasmita; Muhammad Subianto; Nanda Earlia; Nurdjannah Jane Niode; Rinaldi Idroes
Heca Journal of Applied Sciences Vol. 1 No. 2 (2023): October 2023
Publisher : Heca Sentra Analitika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60084/hjas.v1i2.85

Abstract

This study investigates the application of the Gradient Boosting machine learning technique to enhance the classification of Atopic Dermatitis (AD) skin disease images, reducing the potential for manual classification errors. AD, also known as eczema, is a common and chronic inflammatory skin condition characterized by pruritus (itching), erythema (redness), and often lichenification (thickening of the skin). AD affects individuals of all ages and significantly impacts their quality of life. Accurate and efficient diagnostic tools are crucial for the timely management of AD. To address this need, our research encompasses a multi-step approach involving data preprocessing, feature extraction using various color spaces and evaluating classification outcomes through Gradient Boosting. The results demonstrate an accuracy of 93.14%. This study contributes to the field of dermatology by providing a robust and reliable tool to support dermatologists in identifying AD skin disease, facilitating timely intervention and improved patient care.
An Intriguing Case of Erythroderma Possibly Related to Psoriasis Vulgaris Nanda Earlia; Menul Ayu Umborowati; Aqil Yuniawan Tasrif; Aldilla Pradistha; Mahda Rizki Liana; Mikyal Bulqiah
Indonesian Journal of Case Reports Vol. 1 No. 1 (2023): August 2023
Publisher : Heca Sentra Analitika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60084/ijcr.v1i1.56

Abstract

Erythroderma or generalized exfoliating dermatitis is an inflammatory disease characterized by erythema and thickened scales. A woman, 34 years old, was consulted with complaints of red spots accompanied by blisters and peeling skin almost all over her body for 4 days. Complaints are accompanied by itching and burning sensations. The patient had experienced complaints like this 5 months ago and had been treated at three different hospitals. Physical examination found in the facial region, thorax, superior and inferior right and left extremities, erythematous patches with diffuse borders, thick scales, erosions, and a generalized distribution. The patient's fingernails were found to have a change in shape (pitting nails). Examination of the ANA profile was negative, IgE atopy did not show an allergic reaction to a specific allergen, and histopathological examination was within normal limits. The patient was diagnosed with erythroderma based on psoriasis vulgaris. Treatment includes injection of methylprednisolone, cetirizine 10 mg tablets, and wound care with wet gauze and topical cream. After giving therapy, the patient's clinical improvement. Erythroderma occurs because of an underlying condition and cannot be prevented by itself. Erythroderma because of an underlying inflammatory skin condition usually resolves with treatment but can recur at any time. Overall, the prognosis for erythroderma depends on the underlying cause and is generally good if the underlying disease can be treated effectively.
Co-Authors Aga Maulana Aldilla Pradistha Aqil Yuniawan Tasrif Mahda Rizki Liana Menul Ayu Umborowati Mikyal Bulqiah Muhammad Subianto Novi Reandy Sasmita Noviana Husdayanti Nurdjannah Jane Niode Rinaldi Idroes Rivansyah Suhendra Suryadi Suryadi Teuku Rizky Noviandy