Bin Lou
- Role
- Senior Key Expert at Siemens Healthineers
- Location
- Princeton, NJ, US
- LinkedIn followers
- 500 followers
Experience
Senior Key Expert
May 2015 — Present
Area: Integrated Diagnostics and Therapy Outcome Prediction Project: ProstateAI - AI based fully automated workflow in prostate MRI examination Project: AI based image-guided therapy outcome prediction - Developed algorithms using radiomics features for RT outcome prediction- Developed deep learning based algorithms (Deep Profiler) for RT outcome predicion, patient stratification and dose planning. Previous projects: IARPA Knowledge Representation in Neural Systems - Implemented a system capable of decoding generic mental representations from fMRI data; AI techniques in neuroradiology - Developed 3D AI based pipeline for hemorrhage detection on non-contrast head CT- Developed deep learning algorithms for brain tumor tissue categorization using multimodality MRI images (structural, functional, spectroscopy, etc.).
Skills
- Fsl
- R
- Fmri Data Analysis
- Eeg/Meg Data Analysis
- Biomedical Engineering
- Signal Processing
- Research
- Matlab
- Machine Learning
- Brain-Computer Interfaces
- Data Mining
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