Claim Missing Document
Check
Articles

Found 3 Documents
Search

Accuracy and Efficiency of Artificial Intelligence-Driven Treatment Planning in Clear Aligner Therapy: A Comparative Study with Conventional Methods in Bandung, Indonesia Dea Albertina; Akmal Hasan; Tiffany Gabriele; Aisyah Andina Rasyid
Crown: Journal of Dentistry and Health Research Vol. 1 No. 1 (2023): Crown: Journal of Dentistry and Health Research
Publisher : Phlox Institute: Indonesian Medical Research Organization

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59345/crown.v1i1.55

Abstract

Introduction: Clear aligner therapy (CAT) has gained popularity as an esthetic alternative to traditional braces. Artificial intelligence (AI) is increasingly being integrated into CAT treatment planning, promising improved accuracy and efficiency. This study aimed to compare the accuracy and efficiency of AI-driven treatment planning with conventional methods in Bandung, Indonesia. Methods: A retrospective study was conducted involving 100 patients treated with CAT in Bandung. Fifty patients were treated using conventional methods (CM) by experienced orthodontists, while the other 50 were planned with AI-driven software. Accuracy was assessed by comparing the planned tooth movement with the actual outcome using Little's Irregularity Index (LII) and Peer Assessment Rating (PAR) scores at the end of treatment. Efficiency was evaluated by comparing the time required for treatment planning and the number of refinements needed. Results: The AI-driven group demonstrated significantly lower LII scores (p<0.05) and higher PAR scores (p<0.05) compared to the CM group, indicating greater accuracy in achieving the planned tooth movement. Additionally, the AI-driven group showed a significant reduction in treatment planning time (p<0.05) and fewer refinement aligners required (p<0.05) compared to the CM group. Conclusion: AI-driven treatment planning in CAT demonstrated superior accuracy and efficiency compared to conventional methods in Bandung, Indonesia. AI has the potential to optimize treatment outcomes and reduce treatment time, offering a valuable tool for orthodontists.
The Impact of Dental Anxiety on Oral Health-Related Quality of Life in Children: A Longitudinal Study in Jakarta, Indonesia Ni Made Nova Indriyani; Dea Albertina; Desiree Montesinos; Rheina Weisch Fedre; Winata Putri
Crown: Journal of Dentistry and Health Research Vol. 1 No. 2 (2023): Crown: Journal of Dentistry and Health Research
Publisher : Phlox Institute: Indonesian Medical Research Organization

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59345/crown.v1i2.88

Abstract

Introduction: Dental anxiety is a common problem among children, and it can have a significant impact on their oral health-related quality of life (OHRQoL). This longitudinal study aimed to investigate the impact of dental anxiety on OHRQoL in children in Jakarta, Indonesia. Methods: A cohort of 200 children aged 6-12 years was recruited from six elementary schools in Jakarta. Dental anxiety was assessed using the Children's Fear Survey Schedule-Dental Subscale (CFSS-DS) at baseline, 6 months, and 12 months. OHRQoL was measured using the Child Perceptions Questionnaire (CPQ11-14) at the same time points. Sociodemographic data and oral health status were also collected. Linear mixed models were used to assess the association between dental anxiety and OHRQoL over time, adjusting for potential confounders. Results: Dental anxiety was significantly associated with lower OHRQoL scores at all time points. Children with higher dental anxiety scores reported more problems with oral symptoms, functional limitations, emotional well-being, and social well-being. This association persisted even after adjusting for age, gender, socioeconomic status, and oral health status. Conclusion: Dental anxiety has a significant negative impact on OHRQoL in children. Early identification and management of dental anxiety are crucial to improve children's oral health and overall well-being.
The Impact of Health Policy on Community-Based Palliative Care Services: A Mixed-Methods Evaluation in Bandung, Indonesia Dea Albertina; Istiqomah Putri; Nazeera Hamid; Cindy Susanti
Community Medicine and Education Journal Vol. 6 No. 1 (2025): Community Medicine and Education Journal
Publisher : HM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37275/cmej.v6i1.697

Abstract

Palliative care is a crucial component of comprehensive healthcare, yet access to community-based palliative care services remains limited in many low- and middle-income countries, including Indonesia. This study aimed to evaluate the impact of existing health policies on community-based palliative care in Bandung, Indonesia. A mixed-methods approach was employed, combining quantitative and qualitative data collection and analysis. Quantitative data included a retrospective analysis of patient records (n=350) from three community-based palliative care providers in Bandung from 2018-2023, assessing referral patterns, service utilization, and patient demographics. Qualitative data were gathered through semi-structured interviews with policymakers (n=10), healthcare providers (n=15), and patients/caregivers (n=20) to explore their perspectives on policy implementation and its impact. Data were analyzed using descriptive statistics, thematic analysis, and a framework approach guided by the WHO Health Systems Framework. The study found that while national health policies acknowledge the importance of palliative care, significant gaps exist in implementation at the local level. The number of patients accessing community-based palliative care increased modestly from 45 in 2018 to 78 in 2023, but this represents a small fraction of the estimated need. Key policy-related barriers identified included: limited funding allocated specifically for community-based palliative care , inadequate training and workforce capacity in palliative care, lack of standardized referral pathways from hospitals to community-based services and limited public awareness of palliative care. In conclusion, health policies in Indonesia have not yet translated into widespread access to quality community-based palliative care in Bandung. Strengthened policy implementation, increased funding, workforce development, improved referral systems, and enhanced public awareness are crucial to address this gap and improve the quality of life for patients with life-limiting illnesses and their families.