Martijn P.A. Starmans, PhD - AI for Integrated Diagnostics (AIID)
Martijn P.A. Starmans, PhD - AI for Integrated Diagnostics (AIID)
Home
Awards & Grants
Publications
Student Projects
Experience
Current Team
Former Team
Contact
Light
Dark
Automatic
Technical
Adaptive deep learning in oncology classification through automated machine learning (AutoML)
Exploting advances in neural architecture search to optimize model construction per oncological classification task
Diagnosis of solid appearing lesions based on MRI and deep learning
Develop deep learning methods for comprehensive MRI-based liver lesion phenotyping
Optimizing the Fairness-performance trade-off of oncological radiomics biomarkers
Research how we can optimally trade off algorithmic Fairness and performance using automated machine learning
Preoperative prediction of colorectal liver metastases aggressiveness using pathomics
Develop deep learning methods to predict histopathological growth patterns on primary tumor histopathology
Computer-aided Diagnosis for Gastrointestinal Stromal Tumors on CT using Deep Learning
Preoperative prediction of therapy biomarkers and genetic mutations using radiomics and deep learning to select patients for treatment
Cite
×