National Cancer Institute: Latest Job Openings, Reviews and Ratings & Profile wise Salary Distribution
We've calculated that the average salary at National Cancer Institute is $64K based on 64 user-submitted salaries
A total of 9 National Cancer Institute employees gave National Cancer Institute an average happiness rating of 4.2 out of 5.0.
4.8software development. Over the past 5~6 years, I have dedicated a considerable amount of time and effort to develop computeraided
design and software to help people in other area. During my PhD and undergraduate study, I have taken a number of
statistics and software course, and I possess strong data analysis, image understanding, and software techniques.
I am currently a visiting fellow in the laboratories at NCI/NIH, where I use my machine learning and software background to help
biologistst of indn ovelc ell-biologicalm echanisms. As theo nlyc omputer-relatedm ajorr esearcherh ere,I h avep rimarilyd eveloped
image analysis software by using a state of art image understanding/machine learning background such as Mask R-CNN, UNET
by using Python-Tensorflow/Keras/OpenCV and KNIME framework. I am helping biologists on the experimental set-up and
to assist and help them in every phase of the automated imaging workflow.
This work includes:
• Develop and implement image analysis/deep learning workflows for biological/medical image applications.
• Develop machine learning software on high-performance multiple NVIDIA CUDA-support GPUs. (e.g., the number
of GPUs: 16~24 NVIDIA K40 GPUs) (Python-Tensorflow)
• Data analysis and statistical understanding of medical/biological dataset.
• Software and pipeline development of the application of image bioinformatics.
• Work closely with doctors/biologists.
As a former PhD graduate student and postdoctoral fellow under the guidance of Professor Shuvra S. Bhattacharyya and Professor
Rong Chen at University of Maryland (area: PhD: Computer Engineering, postdoc: University of Maryland Medical Center), I
primarily focused on the development of machine learning software system frameworks for detecting people and vehicles by data
fusing from a multimodal, unattended sensor node. This research includes:
• Machine learning model implementations (e.g., CNN, DNN, SVM, and Mask R-CNN) for target classification, detection,
and analysis. (MATLAB
4.2Should re-study projects distribution according to workers'/sceintists' fields of expertise.
1 Supervisor from National Cancer Institute submitted reviews
4.1National Cancer Institute-designated comprehensive cancer center and a founding member of the National Comprehensive Cancer Network, making it a national leader in advancing research and treatment protocols.
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