3.1. Core Products of Info Mining

1) Intelligent Electrocardiogram (ECG) Diagnosis System

Relevant models are constructed by training ECG data are collected and labeled by experts. Combining its own advantages in AI technology and advanced algorithms with big data and professional clinical experience, it realizes the integration of collection, storage and analysis, and creates a comprehensive ECG-assisted diagnosis system by using the ECG data and treatment plans collected from a large number of users, which can reduce labor costs and provide new solutions for the early diagnosis and treatment for patients with acute myocardial infarction.

2) Intelligent Analysis and Mining System of Medical Record Text The company has many mature medical AI core technologies, including Korean medical natural language processing. Korean medical knowledge graphs, machine learning and cognitive computing, encapsulating data governance and AI application components based on medical artificial intelligence technology, and a series of key technologies. Relying on its owned technologies, Info Mining independently develops the integration platform of clinical research. The platform, taking data governance as its concept, comprehensively releases and mines the core value of data, and constructs a patient- centered learning medical system.

3) Intelligent Doctor System in the Ophthalmology Department

In the multilevel classification of diabetic retinopathy, the consistency of the Eye PACS dataset and diabetic retinopathy grading test results are over 85% under the intelligent diabetic retinopathy screening function of the system. The accuracy rate of the DIARETDBO dataset is improved, and the accuracy rate of diabetic retinopathy diagnosis is over 90%. The technology is at the leading position in Korea, and is at the same level as the Google DeepMind team.