Shen Zhao

FAQ About Shen Zhao

• What is Shen Zhao's address?

  Shen Zhao is located at
  Durham, North Carolina, United States

• What is Shen Zhao's job title?

  Shen Zhao is a
  Research Assistant (with Prof. Maciej Mazurowski) now Duke University • Designed deep learning model for knee sclerosis severity classification. Based on X-ray images, detected and located the position of knee joints, and analyzed bone shape and density to decide sclerosis level. • Designed deep learning model for breast cancer diagnosis based on MRI and clinic data. Sampled from 3D MRI images to distract tumor image information, and combined clinic data to decide type of tumor (PR, ER, HER2), and to predict whether patient can survive. • Research for influence of imperfect annotation on recognition accuracy. Generated different imperfect annotation (bounding box, polygon, scribble, filter) to mimic human annotator. Explored relationship between labeling time and model accuracy. Provided guidance to choose proper annotation methods. Research Assistant (with Prof. Xiaozhang Zhu) 2018 KunChen Technology Co. LTD, Chengdu, Sichuan http://www.kunchen.cc/ • Led system modeling, functional testing and data analysis effort of the FocuSTAR, a positioning system for autonomous vehicles. • Designed and implemented a MATLAB program that significantly reduced data processing time and improved efficiency and accuracy of data interpretation • Authored product documentation and presentation power point slides and prepared marketing materials for GIX (Global Innovation Exchange) innovation competition (https://www.gixinnovationcompetition.com/) Research Assistant (with Prof. Yuanqiang Song) 2017 University of Electrical Science and Technology of China Chengdu, Sichuan, China • Designed and implemented embedded circuit using Mbed that measured physical parameters (e.g. resistance) when applying different pressure to a new material used on a voice sensor • Constructed and programed an algorithm that utilized measured data to determine and record whether pressure or friction occurred and corresponding durations. Provided interface for other modules to fetch such information. • Applied both hardware (RC low-pass filter) and software (multiple points average filter) filters to remove the noise interferences from signals caused by the instabilities of material itself and the small movements of human body • Integrated with a 3rd party software subsystem to collect and display data in real-time to end users Duke University Health System

• What industry does Shen Zhao currently work in?

  Shen Zhao currently works in the
  Duke University Health System

• What is Shen Zhao's area of expertise?

  Shen Zhao specializes in
  Research Assistant (with Prof. Maciej Mazurowski) now Duke University • Designed deep learning model for knee sclerosis severity classification. Based on X-ray images, detected and located the position of knee joints, and analyzed bone shape and density to decide sclerosis level. • Designed deep learning model for breast cancer diagnosis based on MRI and clinic data. Sampled from 3D MRI images to distract tumor image information, and combined clinic data to decide type of tumor (PR, ER, HER2), and to predict whether patient can survive. • Research for influence of imperfect annotation on recognition accuracy. Generated different imperfect annotation (bounding box, polygon, scribble, filter) to mimic human annotator. Explored relationship between labeling time and model accuracy. Provided guidance to choose proper annotation methods. Research Assistant (with Prof. Xiaozhang Zhu) 2018 KunChen Technology Co. LTD, Chengdu, Sichuan http://www.kunchen.cc/ • Led system modeling, functional testing and data analysis effort of the FocuSTAR, a positioning system for autonomous vehicles. • Designed and implemented a MATLAB program that significantly reduced data processing time and improved efficiency and accuracy of data interpretation • Authored product documentation and presentation power point slides and prepared marketing materials for GIX (Global Innovation Exchange) innovation competition (https://www.gixinnovationcompetition.com/) Research Assistant (with Prof. Yuanqiang Song) 2017 University of Electrical Science and Technology of China Chengdu, Sichuan, China • Designed and implemented embedded circuit using Mbed that measured physical parameters (e.g. resistance) when applying different pressure to a new material used on a voice sensor • Constructed and programed an algorithm that utilized measured data to determine and record whether pressure or friction occurred and corresponding durations. Provided interface for other modules to fetch such information. • Applied both hardware (RC low-pass filter) and software (multiple points average filter) filters to remove the noise interferences from signals caused by the instabilities of material itself and the small movements of human body • Integrated with a 3rd party software subsystem to collect and display data in real-time to end users

• Which languages does Shen Zhao speak? 

  Shen Zhao speaks the following languages:
  No languages available.

• Which industries has Shen Zhao previously worked in?   

  Shen Zhao has prior experience in the following industries:
  No prior industries available.

• What is Shen Zhao’s work experience?  

  Shen Zhao has the following professional experience:
  Duke University Health System .

• How can I find Shen Zhao on LinkedIn?  

  You can view Shen Zhao’s
  LinkedIn profile at LinkedIn URL.

• What are Shen Zhao’s work email addresses?  

  Shen Zhao’s work email addresses are
  [email protected] .

• What company does Shen Zhao work for?  

  Shen Zhao works at
  Duke University Health System