卓 孙

Lead the Development of Intestinal Ultrasound（IUS）Image Analysis tool for IBD patients and Clinical usage in hospital (with local vendor) Technical owner for TAK-279 digital tools adaptation to China (with Takeda Global Digital Team) Digital Health Demo development of internal tools for GI&Onco TA

1. Develop tools in AWS for validation and robustness testing for TROP2 QCSa, with PMB team (UK) 2. Modeling slide thickness effect on QCS result , with PMB team (UK) 3. Validate of HER2 QCS on China Real world sample (BC&GC), with support from TM team (Munich) 4. Technical guide and internal validation of Vocal Biomarker for COPD screen (with local vendor) 5. Develop LLM based clincal trial landscaping and literature survey tools for internal physician Note: Quantitative Continuous Scoring (QCS) is a predictive biomarker for ADC response, using IHC digital slides

1. Lead a small team of AI engineers to develop AI tools for Histopathology and Cytopathology image analysis； 2. Provide technical materials for registration of a Class III medical device in National Medical Products Administration (NMPA) 3. Repidly reponse to end user's unmet needs and update Digital Pathology model for deployment

Develop Digital Pathology algorithms to solve clinical needs in pathology department Scientific writing for publication and funding application

Using structural MRI (T1) image to diagnose and predict Alzheimer’s Disease (AD) Build longitudinal modeling for normal aging process and AD progress

Integrate sparsity learning in AD diagnosis to learn an interpretable model. Methodolgy and results published in SPIE and NeuroImage

AD classification based on registration information in T1 MRI