digital pathologicalimage analysis and cell segmentation
$10-5000 USD
Ditutup
Dibuat sekitar 10 tahun yang lalu
$10-5000 USD
Dibayar ketika dikirim
This project proposes the use of Digital Signal Processing (DSP) for real-time capture and analysis of pathological slide images to improve accuracy and efficiency. Analyzing cell density statistics and average cell nuclei diameters of a slide image is useful to determine the abnormality of slide sample. Being tedious as it is in counting/measuring hundreds to thousands of cells in one sample slide under a microscope, the manual result, typically can be achieved by a pathologist, is often limited by human eye precision/efficiency. Millions of biopsy samples obtained daily around the world, from minor skin lesions to major tumors, are anxiously waiting to be screened/examined. As a high-level, interactive environment for data visualization/analysis/computation, MATLAB® is utilized currently to perform automatic image analysis and segmentation of brain cells on a computer. By comparing cell concentration and cell nuclei sizes between cancerous and normal image groups, MATLAB® can be programmed to distinguish normal brain cells from questionable ones. In general, pathological image analysis using a computer-based application could demonstrate great precision and efficiency for screening large quantities of cells on one or numerous sample slides. Currently, MATLAB® image analysis works on captured/digitized slide images and takes a minute per image to automatically pre-screen abnormalities that require further human expert analysis. With future real-time/parallel/machine-intelligent improvements, we hope that DSP can help physicians/pathologists/patients everywhere to get immediate diagnosis for effective/timely treatment, and can show accuracy within acceptable levels that are comparable to human pathologists in dealing with cell-overlapping and non-cell objects existing in slide images.
We need the program in Matlab or java with final report should be plagerism free
I am an undergraduate engineer who has done bio-medical engineering. I have good knowledge in image processing. I can do this either from C++ or MATLAB. I would like to know more details and sample images
Hello,
I am interested in your project. I have experience with Matlab, Java and OpenCV working with DSP projects.
In my previous project I worked with OpenCV and Matlab, tests demonstrated OpenCV works more quickly than Matlab (+50%). Is it neccesary to work on Matlab?
Matlab is good but OpenCV give a executable file and has a rapidly response to algorithms.
Anyway, I can work with any of them.
Please let me know if you are interested.
Thanks,
Johnny.
Dear,
I was involved in microscopic image analysis program to identify blood cells using Matlab and Java. I have research papers in this field. I am very much confident to deliver your requirements. One thing I want to add, the project more close to Digital Image Processing that DSP. Hope to discuss further on it. Thanks.