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Building a Specialist E-Learning Platform for Protocol Standardization and Continuous Development of Smart IVF Staff
1. The Professional Challenge In the context of In Vitro Fertilization (IVF), quality and success rates heavily rely on adherence to the latest clinical protocols and staff knowledge. Smart IVF
Accuracy in Daily Nutritional Intake Measurement through Automated Calculator and Image Analysis
1. The Clinical Challenge In the context of public health, tracking and estimating daily nutritional intake especially sugar, sodium, and fat is crucial but often inaccurate. Manual approaches or the
Building an Integrated Health Data Architecture and Self-Assessment Algorithms for Pregnant Women in DKI Jakarta
1. The Business Challenge There is a vast amount of reproductive health information online, but it is not necessarily from validated sources , risking misleading users. The primary need was
Digital Transformation of CPD Recording: Simplifying SKP Achievement for POGI Members
1. The Professional Challenge Obstetricians and Gynecologists in Indonesia are required to fulfill professional credit points through the CPD (Continuous Professional Development / P2KB) mechanism managed by POGI. The manual
Building Data Integrity and Accurate Forecasting for Crucial Political Research
1. The Business Challenge Before Incode Online’s intervention, SSI’s field survey data collection process was highly susceptible to fabricated data or human error, as validation was manual and centralized. Consequently,
Media Sentiment Intelligence: Real-Time Analysis and Automated Reporting
1. The Business Challenge SSI had an urgent need to monitor, analyze, and report on public opinion and media narratives in real-time for their political and corporate clients. The previous
Building a Symptom Data Analysis Platform for Clinical Diagnostic Support
1. The Business Challenge The management and diagnosis of Polycystic Ovary Syndrome (PCOS) rely heavily on consistent symptom data (menstrual cycles, skin condition, etc.). The challenge was that manually recorded
Automating the SSIS Score: Ensuring Diagnostic Precision for Crucial Clinical Decisions
1. The Clinical Challenge Determining the status of spinal surgery patients requires the complex calculation of the Spin Surgery Injury Severity (SSIS) Score. This score involves 32 criteria divided into
Subroto Angle Aid (SAA) Mobile Application: Automating Scoliosis Angle Measurement for Diagnostic Support
1. The Clinical Challenge In scoliosis management, the measurement of the Cobb Angle (curvature angle) and rotation on X-ray images is a crucial diagnostic step. This manual measurement process is
Building a Centralized Data Architecture for Indonesian Reproductive Endocrinology and Infertility
1. The Business Challenge Medical associations in Indonesia (PERFITRI, PERMI, HIFERMI) faced a significant challenge in integrating and coordinating vital data related to Reproductive Endocrinology and Infertility. Dispersed data hindered
Building Clinical Predictive Models: Supporting Reproductive Decisions with the Indonesian Oocytes Calculator
1. The Clinical Challenge In the field of Assisted Reproductive Technology (ART), determining the biological age of the ovaries and the correct drug dosage highly depends on the Anti-Mullerian Hormone
Automating Clinical Dosage Precision and Consolidating Systemic Cancer Therapy Information
1. The Clinical Challenge The development of systemic cancer therapies (such as chemotherapy and targeted therapies) has seen rapid progress in recent years. Various new drugs, including both chemotherapy and