M.D. Radiodiagnosis (2021–2024) thesis research: Role of Ultrasound in Early Detection of Embryonic Demise and Fetal Anomalies
During postgraduate radiodiology training, Dr. Tushar Agarwal performed structured acquisition and expert review of obstetric ultrasound examinations to support early detection research. He focused on extracting clinically relevant early gestational sonographic markers that relate to pregnancy outcomes, functioning as a domain expert evaluator. This work effectively constitutes medical image/data labeling for downstream research analysis and evidence-based interpretation. • Reviewed and independently assessed routine and emergency CT/MRI/X-ray/ultrasound scans as part of clinical reporting workflows • Identified early gestational ultrasound factors linked to outcomes for research use • Supported standardized case presentations and journal reviews using interpreted imaging findings • Contributed to thesis research activities under CTRI registration