Diagnostic and post-diagnostic support for people with dementia and their carers in rural Scotland
Development of an open platform for AI-assisted diagnosis ... · diagnostic support software for...
Transcript of Development of an open platform for AI-assisted diagnosis ... · diagnostic support software for...
Development of an open platform for AI-assisted diagnosis in endoscopic examinations
~To offer applications of Computer-Aided Diagnosis (CAD) in Gastrointestinal Endoscopy~
OLYMPUS Technology Strategy for ICT-AI Platform
March 13th, 2019 Takaharu Yamada General Manager
GI&R Endoscopy Marketing Department
No data copy / No data transfer permitted 2019/3/19 2
OLYMPUS AI Server in Surgery
Advanced Imaging
AR/VR
AI Based SI & Protocol Tracking
Active Energy Control
Image Navigation
Voice Control
Advanced Manipulation
Endoscopy Intelligent System
Intelligent Sensing for Inspection
Digital Imaging Sensing
Evidence-based Machine Inspection
Support for Human Inspection
Inspection Evidence and Effectiveness Data Analysis
Multi-modal Inspection Data
Analysis
Utilize ICT-AI to enhance the efficiency of customers’ work and satisfaction
Insertion
Diagnosis
Therapy
Reporting
Cleaning and Disinfection
Inspection Preparation
No data copy / No data transfer permitted 2019/3/19 3
Endoscopic Inspection Workflow ICT reduces stress/loads in preparation
AI supports insertion through navigation*
AI assists diagnosis by providing more information*
ICT realizes semi-automated reporting
ICT improves efficiency & quality in cleaning & disinfection
Insertion
Diagnosis
Therapy
Reporting
Endoscope Reprocessing
Inspection Preparation
ICT supports efficient & effective treatment *Technology not yet approved under the Act on Pharmaceuticals and Medical Devices
No data copy / No data transfer permitted 2019/3/19 4
Endoscopic Inspection Workflow Reduced Inspection Preparation Requirements utilizing ICT Technology
Insertion Support Navigation Utilizing AI Technology
Diagnosis Support Information Provision Utilizing AI Technology
Self Reporting Enabled with AI and ICT Technology
High-Quality Cleaning and Disinfection Process Enabled with ICT Technology
Insertion
Diagnosis
Advanced Therapy
Reporting
Cleaning and Disinfection
Inspection Preparation
Efficient therapy with ICT technology
*Technology not yet approved under the Act on Pharmaceuticals and Medical Devices
* *Technology not yet approved under the Act on Pharmaceuticals and Medical Devices
No data copy / No data transfer permitted 2019/3/19 5
CAD Computer-Aided Diagnosis
CADe : computer-aided detection
CADx : computer-aided diagnosis
Computer-Aided Diagnosis(CAD)
Computers quantitatively analyze medical images and supports disease diagnosis (detection and differentiation) by doctors
Detection Diagnosis
Doctors make final decisions.
Biopsy sampling
Endoscopic testing
Endoscopic surgery
Surgical operation
*Technology not yet approved under the Act on Pharmaceuticals and Medical Devices
No data copy / No data transfer permitted 2019/3/19 6
Esophagus
Stomach
Colon Small intestine
Organs/Diseases in Gastrointestinal Field
Cancer Tumors
Which diseases/organs does the technology apply to?
IBD etc...
No data copy / No data transfer permitted 2019/3/19 7
We will continue working with healthcare professionals while also looking to collaborate with other organizations that offer
strong AI technology to complement our own CAD development, aiming to realize a range of CAD applications
technologies for the gastrointestinal endoscopy field
Partners
AI/CAD-related
Companies, Research Institutes, etc.
Hospitals, Medical Societies, etc.
Healthcare Providers
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
No data copy / No data transfer permitted 2019/3/19 8
Contribute to enhance the efficiency in endoscopic inspection
Real-time automatic detection of
suspicious lesions
Support doctors in detecting diseases
Colonoscope
CADe: Computer-aided detection
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
Clinical images are not allowed to be attached
No data copy / No data transfer permitted 2019/3/19 9
Lesion at edge of image Lesion in background Prominent lesion
Detecting lesions under various conditions based on training data from expert doctors
CADe: Computer-aided detection
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
Clinical images are not allowed to be attached
No data copy / No data transfer permitted 2019/3/19 10
Dimly lit lesion Flat lesion Lesion appears small in image
Detecting lesions under various conditions based on training data from expert doctors
CADe: Computer-aided detection
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
Clinical images are not allowed to be attached
No data copy / No data transfer permitted 2019/3/19 11
Launched EndoBRAIN®, AI-assisted diagnostic support software for endoscopic images, with an expectation as a diagnostic support tool for doctors in colonoscopies. Obtained the Japan’s first regulatory approval as an AI technology in the endoscopy field
CADx: Computer-aided diagnosis
News Release: Announced on Feb 25th for Japan
No data copy / No data transfer permitted 2019/3/19 12
3:ICT-AI Technology Initiative
May 7th, 2018 News Release from Olympus America Inc.(OAI)
Executed a co-development agreement with ai4gi, a joint venture between Satis Operations and Imagia, specialized in AI solution for real-time clinical decision support in colonoscopy.
No data copy / No data transfer permitted 2019/3/19 13
Near future: Multiple CAD devices will be offered by various companies
CAD device of Company A
Olympus CAD Device
CAD Open Platform
Doctors require multiple CAD devices on hand
CAD device of Company B
CAD device of Company C
CAD device of Company D
No data copy / No data transfer permitted 2019/3/19 14
CAD Open Platform Incorporate CAD software from
various companies → CAD algorithms developed by our partners are converted to software that runs on our
platform
CAD Open Platform
CAD device of Company A
Olympus CAD Device
CAD device of Company B
CAD device of Company C
CAD device of Company D
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
No data copy / No data transfer permitted 2019/3/19 15
CAD software #1
CAD software #2
CAD software #3
CAD Open Platform
This technology will offer a range of CAD software available on our platform by converting CAD algorithms developed by partner companies to CAD software for use on our platform
CAD Open Platform
CAD device of Company A
Olympus CAD Device
CAD device of Company B
CAD device of Company C
CAD device of Company D
algorithm
algorithm
algorithm
conv
ersi
on
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
No data copy / No data transfer permitted 2019/3/19 16
CAD Open Platform
CAD devices, developed by partner companies, may also be provided through our sales channel, independently from
the CAD Open Platform, depending on circumstances.”
conv
ersi
on
CAD Open Platform
Sales through
Olympus channel
algorithm
CAD device of Company A
Olympus CAD Device
CAD device of Company B
CAD device of Company C
CAD device of Company D
algorithm
algorithm
*Technology not yet approved under Act on Pharmaceuticals and Medical Devices
CAD software #1
CAD software #2
CAD software #3
Sales through
Olympus channel
No data copy / No data transfer permitted 2019/3/19 17
We will continue striving to develop technologies by utilizing AI and ICT to further advance and spread the Endoscopic Medicine
*Technology not yet approved under the Act on Pharmaceuticals and Medical Devices