Gideon Hot Partogi Sinaga, MD, is a clinician-researcher based in Jakarta, Indonesia. He received his medical degree from Universitas Indonesia and combines community clinical practice with rigorous research in systematic review and meta-analysis, clinical neurology, and interventional radiology. He works closely with radiology and informatics teams to translate machine-learning methods into reliable, scalable tools for frontline clinical care and public-health programs. His clinical and research interests include neurointervention (digital subtraction angiography, endovascular coiling), peripheral endovascular procedures (angioplasty, stenting), interventional oncology (CT- and ultrasound-guided core biopsy, transarterial chemoembolization, intra-arterial chemotherapy), management of vascular anomalies (percutaneous sclerotherapy, transarterial embolization), and cardiovascular imaging (cardiac MRI, CT angiography, Doppler ultrasound).