Histoindex Pte Ltd

Senior/Junior Vision Engineer (Medical Image Analysis)

Histoindex Pte Ltd| Date Posted: 1-Nov-2019
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Job Nature:
Permanent
Position Level:
Entry Level, Experienced
Qualification:
Bachelor's / Honours, Masters / PhD

Job Description

Responsibilities

* Assist in the development, improvement and validation of current quantification software for second harmonic generation / two-photon excitation fluorescence (SHG/TPE) images analysis to meet the unmet clinical and research applications for liver/non-alcoholic steatohepatitis (or other organs) fibrosis / steatosis / inflammation / ballooning;

* Conduct quantitative measurements on the SHG/TPE imagtes when indicated;

* Improve the algorithms of image enhancement for optimised visualisation of cell structures/morphology and quantification of collagen parameters;

* Utilise AI technology for the algorithm development;

* Ensures that imaging adheres to protocol-specific and regulatory requirements;

* Establishes imaging requirements, acquisition of test images, data de-identification and transmission procedures, and image calibrations;

* Prepare design and development documentastion as per ISO 13485 and IEC 62304 guidelines;

* Assist on other assigned tasks/activities when available.

Requirements

* For Senior Vision Engineer - at least 2 years working experience on image analysis, algorithm design and development;

* For Junior Vision Engineer - degree in Computer, Electronic Engineering, Automation, Applied Mathematics, Information Processing or other related majors, undergraduate or above;

* Have a good background in mathematics, familia with all kinds of basic computer vision and pattern recognition algorithms, and familiar with machine learning algorithms.

* Proficient in Matlab, Python or C, C++, C#, understand OpenCV program designers are preferred.

* Ability to simplify complex concepts. Problem solving and solution mapping skills.

* Excellent communication skills, both written and verbal. 

* Good attention to details.

* Mature, self-driven and able to work independently with minimum supervision.

Company Overview
Histoindex Pte Ltd