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AI Ecosystem


딥노이드는 의료 인공지능 연구부터 제품화까지 이르는 전체 과정을 커버하는 All-in-One 플랫폼으로 의료 인공지능 생태계를 구축하고자 합니다.

의료 인공지능 오픈 플랫폼인 DEEP:PHI를 통해 의사들은 코딩없이 간편하게 AI모델을 연구할 수 있고, 그 결과를 AI앱 형태로 마켓플레이스인 DEEP:STORE에 등록하게 됩니다. 의료 현장의 의사들은 본인들이 필요한 AI 판독 솔루션인 앱을 '구독'하여 DEEP:PACS에서 판독에 활용할 수 있습니다.  판독의료진들은 AI 앱의 정확도와 평판, 커버 병변 등을 기준으로 구독 여부를 선택하게 되고, 필요 시 해당 AI 앱에 대한 피드백을 보내줄 수도 있습니다. 

딥노이드는 의료 AI모델 연구와 제품 솔루션화, AI 앱 구독 및 피드백, 이를 통한 연속적인 AI 모델 추가학습 및 고도화가 가능한 AI ECO SYSTEM을 만들어 나가고 있습니다. 

How does AI ECO SYSTEM actually work?


What are Medical AI Platforms?

  • DEEP:PHI is an open platform that supports doctor-led medical imaging AI model research efficiently.

  • Even doctors who do not know coding can easily create AI models. You can use image processing modules and neural network modules for free, and you can effectively use computing resources in the form of cloud.

  • After completing the AI model with DEEP:PHI, it is linked so that it can be registered in DEEP:STORE, an artificial intelligence marketplace in the form of an app.

  • With DEEP:PHI, anyone can easily conduct medical AI research without coding. When the study is completed, you can deploy the AI App to DEEP:STORE.

  • With DEEP:STORE, you can use the best AI app to help diagnose with a single click. DEEP:STORE aims to maximize work efficiency in the medical field by providing various professional AI apps to the world.

  • In the medical field, doctors use AI Apps and leave feedback. This makes the AI app more sophisticated. Also, during the reading process, additional data sets can be created by labeling for further learning.

  • DEEP:PACS is a solution that improves reading efficiency by installing an AI App. After installing the AI App from DEEP:STORE to DEEP:PACS, it can be used for reading.

  • DEEP:PACS Worklist combines flexibility and scalability to automate radiology workflow across the enterprise. Also it  organize a peer review process to elevate the quality of diagnosis.

  • DEEP:PACS Viewer is a real-time medical image diagnosis by AI. Also, it is DICOM standard and web based, and supports medical image measurement and annotation.

  • DEEP:PATHOLOGY is a web-based digital pathology system that can be accessed only by URL, so it is more convenient to use than an installation type system.

  • It is specialized in large-capacity pathological image management and is linked with an artificial intelligence solution to simultaneously perform image reading and artificial intelligence analysis.