Techcul is internationally recognized for its ground break- ing contributions in artificial intelligence, machine learning, data mining, computer vision, natural language processing, personalization, recommender systems and health informatics.
With a team of computer scientists, artificial intelligence experts, data scientists, software engineers and profes- sional experts with extensive national and international experience, the team has a strong track record of artificial intelligence research and its translation into real world applications.
Intelligent Medical Decision Support System
Techcul creates intelligent medical decision support systems by using artificial intelligence technologies including machine learning, computer vision, image processing and data mining. Such systems integrate medical experts’ experience and knowledge embedded in electronic health records including medical images as well as scientific publications, research results and traditional diagnostic guidelines, which provide effective and efficient decision support to medical diagnoses in order to improve diagnostic performance.
Medical Dynamic Modelling and Outcome Prediction
As a researcher at Australian Institute of Health Innovation, Dr. Xiongcai Cai,Techcul team member, led the research on medical dynamic modelling and outcome prediction. He with the team successfully created the world‘s first simultaneous predictive model for mortality, readmission, and length of stay for non-specific diseases, which achieves the highest prediction accuracy in the world. The research results were published in the top 1 health informatics journal.
Moving Object Detection, Tracking and Prediction
Techcul team members Dr. Jun Yang and Dr. Xiongcai Cai used to work in both the computer vision and machine learning group at National ICT Australia. As key investigators of a number of intelligent system projects, they designed and developed novel object detection and tracking algorithms, and traffic parameter prediction models, which have been successfully deployed in the systems of the Roads and Traffic Authority of NSW(New South Wales). Some of the algorithms by Dr. Yang have been granted US patents successfully.
People to People Recommender Systems
From 2008 to 2013, as a senior researcher at Australian Smart Collaborative Research Centre, Techcul team member Dr. Xiongcai Cai, worked with Professor Paul Compton, Dr. Yang Sok Kim and other team members to successfully develop the world's first commercial People to People Recommender System. The research outcomes were published in world's leading scientific conferences including AAAI and ICDM, and reputed journals including AI Magazine. The developed system has been deployed on the Australia's largest dating site, namely RSVP, which effectively improves the success rate of matching and revenue. One of the most well-known Chinese dating site also obtained helpful advices and guidelines from Dr. Cai, which is believed to improve the performance of their recommendation systems.
Decision Support Tools for Motor Neurone Disease
Dr. Xiongcai Cai, Techcul team member, and his research team developed decision support tools for motor neurone disease (MND) multidisciplinary care after successfully being awarded the MND research grant. This research fills the gaps in decision making of motor neurone disease, whose outcomes were published in high quality journal and conferences.
Medical Image Segmentation
Techcul team member Dr. Xiongcai Cai and Professor Arcot Sowmya created a novel image segmentation method based on artificial neural networks and active contours, which has been applied on segmentation of lung tumour images with significant improved results. The research results were presented and published at the 2006 International Conference on Neural Information Processing.
Our award-winning team is multi-disci- plinary and multi-national with backgrounds in artificial intelligence, machine learning, data mining, knowledge acquisitions, computer vision, personalization, recom- mender systems and health informatics supported by dedicated professional staff.
Founded in 2017，Shenzhen Techcul Co., Ltd. is committed to the research, development and deployment of artificial intelligent (AI) technologies, to help and support businesses and manufactures in industry. Techcul will continue to innovate, meet challenges and contribute to the intelligent industry in China and the world.
Techcul is linked with most major national and international organisations and groups in research and development via project collaborations, shared grants and publications.
- Shenzhen China