Natascha Claudia D'
Papers
1
Total Citations
8
H-Index
1
About
Dr. Natascha Claudia D' is a leading researcher in the field of medical imaging and radiomics, with a primary focus on intracranial tumours and their clinical management. Her key research areas include radiomic feature analysis, tumour growth prediction, and the application of machine learning to address data imbalance in medical datasets. Her most notable contribution is the 2019 paper "Tackling imbalance radiomics in acoustic neuroma," which has garnered 8 citations and addresses a critical challenge in radiomic studies: the accurate analysis of imbalanced datasets. This work is pivotal for improving the predictive power of radiomic models in acoustic neuroma, a benign but potentially serious intracranial tumour of the 8th cranial nerve. By developing methods to control for data imbalance, Dr. D' enhances the reliability of radiomic signatures used to guide stereotactic radiosurgery decisions. Her research directly impacts clinical outcomes by enabling more precise tumour growth control and symptom management. Dr. D' continues to advance the intersection of radiomics and oncology, making her a valuable contributor to personalized medicine in neuro-oncology.
Research Focus
Key Achievements
Top Papers
- 1Tackling imbalance radiomics in acoustic neuroma8 citations · 2019