Artificial Intelligence X-Ray Vision

C O N T E N T S:

KEY TOPICS

  • Israeli medical imaging startup Zebra Medical Vision has raised $30 million series C venture capital funds to create artificial intelligence (AI)-based tools for radiologists.(More...)
  • MIT has given a computer x-ray vision, but it didn't need x-rays to do it.(More...)
  • MIT has created a system likened to X-ray vision, but the AI can track a person through walls -- or identify one specific person out of a group of 100 people -- by using wireless signals.(More...)

POSSIBLY USEFUL

  • Zebra Medical Vision, an Israeli-based machine and deep learning startup utilizing big data to diagnose diseases far better than radiology has raised $30 million in Series C funding led by aMoon Ventures.(More...)

RANKED SELECTED SOURCES

Artificial Intelligence X-Ray Vision
Image Courtesy:
link: http://www.forbes.com/sites/andreamorris/2018/06/12/artificial-intelligence-has-x-ray-vision-and-can-now-watch-you-through-walls/
author: forbes.com
description: Artificial Intelligence Has X-Ray Vision And Can Now Watch You ...

KEY TOPICS

Israeli medical imaging startup Zebra Medical Vision has raised $30 million series C venture capital funds to create artificial intelligence (AI)-based tools for radiologists. [1] Qure.ai, a San Mateo, California-based healthcare startup focused on artificial intelligence (AI), announced that its qXR chest x-ray system has received CE certification. [1] MIT scientists have developed an artificial intelligence (AI) X-ray vision system that can sense people's postures and movements from the other side of a solid wall. [2] Their latest project, " RF-Pose," uses artificial intelligence (AI) to teach wireless devices to sense people's postures and movement, even from the other side of a wall. [3] Using AI, the team --led by Professor Dina Katabi from MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) --has taught wireless devices to detect people's actions and poses, even from the other side of a wall. [4]

South Korea's Ministry of Food and Drug Safety announced this week that, for the very first time, it has approved a medical device that uses artificial intelligence (AI) technology. [1] Mercy Radiology, a New Zealand-based imaging provider, has plans to use artificial intelligence (AI) algorithms to help with the detection of prostate cancer. [1] Thought leaders within radiology largely agree that the specialty is in a unique position to help lead the implementation of artificial intelligence (AI) into clinical practice. [1] Radiology professionals working on artificial intelligence (AI) technologies can learn a lot from studying self-driving vehicles, according to a new commentary published in the Journal of the American College of Radiology. [1] Radiologists, clinical oncologists and industry stakeholders gathered May 16 in London to discuss artificial intelligence (AI) in medical imaging and cancer treatment. [1] It's ridiculous to think that in the coming two decades, artificial intelligence will replace radiologists, says AI expert Eliot Siegel, M.D. [5] A new partnership between University College London Hospitals and the Alan Turing Institute aims to start using artificial intelligence (AI) to perform certain tasks typically carried out by doctors and nurses. [1] British Prime Minister Theresa May announced this week she will pledge millions of pounds to the fight against cancer through the development of artificial intelligence (AI), Forbes has reported. [1] This channel includes news and new technology innovations for artificial intelligence software, also referred to as deep learning, cognitive computing and machine learning. [5] In a profession where success hinges on quality imaging surveillance, a lack of universally accepted guidelines often gives way to inconsistent reporting in radiology rooms--but a group of clinicians thinks artificial intelligence could be cleaning up workflow. [1] Charles E. Kahn Jr., MD, MS, professor and vice chair of the department of radiology at the University of Pennsylvania's Perelman School of Medicine in Philadelphia, has been named the editor of RSNA's new online journal, Radiology: Artificial Intelligence. [1] Philips? Illumeo supports the comparison of current and prior patient images. (Screen shots are from the ITN video " How Artificial Intelligence Is Changing Radiology.") [5] The information age has generated far more data than humanity can ever hope to manually process, but with the help of artificial intelligence, that avalanche of data is now revealing itself to be far more useful than we ever thought possible. [6]

MIT has given a computer x-ray vision, but it didn't need x-rays to do it. [7] With such rapid advancements in the field of artificial intelligence, the day is not far when the RF-Pose would be available in the form of glasses to lend us Superman like X-Ray vision. [8] Their latest project, "RF-Pose," uses artificial intelligence (AI) to teach wireless devices to sense people's postures and movement, even from the other side of a wall. [2] How could they ignore the blaring red alert of potential privacy and spying issues and continue to develop artificial intelligence (AI) that can monitor a person's movements through a solid wall using wireless radio waves? Apparently for its potential use in healthcare. [9]

Wireless radio signals can be used to monitor a person's precise movements through a solid wall, thanks to artificial intelligence. [2]

Their device uses an advanced artificial intelligence algorithm to analyze the radio signals around the person and translate those measurements into sleep stages: light, deep, or rapid eye movement (REM). [2] The creators of the AI, a team of scientists from MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL), say the project, RF-Pose, could be used in the monitoring of disease and the health of the elderly. [10] MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) calls it RF-Pose. [9]

Zebra Medical Visionhas a focus on designing artificial intelligence tools for medical imaging and radiology. [11] The AI Conference & Exhibition taking place 27-28th June at the RAI, Amsterdam is a showcase of next generation technologies and strategies from the world of Artificial Intelligence, an opportunity to explore and discover the practical and successful implementation of AI in driving forward your business in 2018 and beyond. [12] MIT professors and MacArthur Fellows Regina Barzilay and Dina Katabi recently gathered leaders in technology, biotech, and regulatory agencies for a summit to inspire widespread adoption of artificial intelligence and digital technologies in health care. [2] TechEmergence conducts direct interviews and consensus analysis with leading experts in machine learning and artificial intelligence. [13] To train the artificial intelligence, the system was given synchronized wireless and visual inputs. [14]

MIT has created a system likened to X-ray vision, but the AI can track a person through walls -- or identify one specific person out of a group of 100 people -- by using wireless signals. [9]

While MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) latest project, " RF-Pose," uses artificial intelligence (AI) to teach wireless devices to sense people's postures and movement, even from the other side of a wall, the concept of detecting what lies behind the veil penetrates deep into antiquity. [15] Many point to artificial intelligence (AI) as the umbrella term for this technology. [16] Using "a convolutional neural network--a type of artificial intelligence algorithm loosely modeled on the part of the brain that processes visual data," the AI "accurately predicted depth maps for each player and combined them with the color footage to reconstruct each player in 3D. The players were then superimposed on a virtual soccer pitch allowing the match to be viewed in any 3D content viewer from a variety of angles." [15] And, absent an effective magic spell, the laborious process is a reminder that success in bringing artificial intelligence to medicine will not be as simple as dumping piles of data into a computer and trusting that an algorithm will sort it all out. [17] Can Artificial Intelligence Diagnose Cancer? : Shots - Health News Scientists are training computers to read CT scans in the hopes that they can catch pancreatic cancer early. [18] Artificial Intelligence NewsThree Impacts Of Artificial Intelligence On Society Forbes Technology Council Elite CIOs, CTOs & execs offer firsthand insights on tech & business. [19] Tim Hinchliffe is a veteran journalist whose passions include writing about how technology impacts society and Artificial Intelligence. [15] Artificial Intelligence NewsAWS takes DeepLens, a machine learning camera, GA Amazons DeepLens, a deep learning enabled video camera, is now generally available and hitting the. [19] Artificial Intelligence NewsIn Just 24 Hours, Machine Learning Delivers Your Custom-Designed Adidas Sneakers Adidas is inviting all sports enthusiasts to join its product design team,. [19] Artificial Intelligence NewsThis Machine Learning Model Picked Spain to Win the 2018 World Cup Statisticians at German technical university Technische Universitat Dortmund built a model. [19] Artificial Intelligence NewsHotels.com goes all-in on AWS to power decisions with machine learning Expedia has gone all-in on AWS which means business unit Hotels.com can. [19]

Joel Oswaldo Gallegos Guillen, Laura Jovani Estacio Cerquin, Javier Delgado Obando, and Eveling Castro-Gutierrez, "Segmentation of the Proximal Femur by the Analysis of X-ray Imaging Using Statistical Models of Shape and Appearance," Artificial Intelligence and Soft Computing, vol. 10842, pp. 2535, 2018. [20] Jie Tian, Di Dong, Zhenyu Liu, Yali Zang, Jingwei Wei, Jiangdian Song, Wei Mu, Shuo Wang, and Mu Zhou, "Radiomics in Medical ImagingDetection, Extraction and Segmentation," Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging, vol. 140, pp. 267333, 2018. [20] Artificial intelligence helps radiologists gain new insights from medical imaging. [21]

What is most rewarding and holds potential is advent of Artificial Intelligence (AI) in healthcare and diagnostics. [22] AI Business is the world's first news portal dedicated to the advancement of Artificial intelligence and it's impact on business. [23] Quibim uses deep learning and artificial intelligence for its analyses. [21] Similar to the automated external defibrillator, it'll say put the probe here, and then using artificial intelligence and validated algorithms, it'll tell you what the ejection fraction is, how distended the inferior vena cava is, and other things about the patient, transforming the physical exam." [24] Anna Fabijaska, "Segmentation of corneal endothelium images using a U-Net-based convolutional neural network," Artificial Intelligence in Medicine, 2018. [20] "One of the advantages about being a hospitalist is that tech companies are not focusing on using artificial intelligence to replace what we do. [24] Computer advances, from artificial intelligence to interoperability, will significantly change hospitalist practice, two experts agreed. [24]

Zebra Medical Vision said it has been developing an automated artificial intelligence-based chest x-ray reader. [25]

POSSIBLY USEFUL

Zebra Medical Vision, an Israeli-based machine and deep learning startup utilizing big data to diagnose diseases far better than radiology has raised $30 million in Series C funding led by aMoon Ventures. [26] Founded in 2014, Zebra Medical Vision uses deep learning to create and provide next generation AI-based tools for radiology. [26]

The article is called Zebra Medical Vision Raises $30M, Unveils AI-Based Chest X-Ray Reader and is located at http://hitconsultant.net/2018/06/08/zebra-medical-vision-funding/. [26] Zebra's TextRay deep learning AI was trained on about 2 million images from frontal and lateral scans and clinical reports, which the company said will form the basis of a future automated chest X-ray analysis product currently under development. [27] Scheduled to launch next year, it will help automate the analysis of chest X-rays for radiologists. [28] Chest X-rays are one of the most common radiographs ordered, but also among the most difficult for radiologists to interpret. [28]

Zebra Medical Vision already markets a bundle of algorithms for lung, breast, liver, cardiovascular and bone disease diagnoses called AI1 that costs hospitals $1 per scan. [28] The company's mission to build the world's most comprehensive visual lab, the company's current and future arsenal of AI algorithms is bundled into a unique $1 per scan offering to hospitals, in order to meet the company founders? vision toward scalable, transparent and affordable care globally. [26] This investment aligns with our vision of backing scalable and sustainable innovations that will have a valuable impact on fundamental facets of global healthcare." [28]

"If you think of the computer vision system as the teacher, this is a truly fascinating example of the student outperforming the teacher," says Torralba. [3]

Zebra Medical Vision from Kibbutz Shefayim near Tel Aviv completed a $30M in C round funding, bringing the total investment in the company to $50M. The company also company is unveiled its latest product: A comprehensive AI Chest X-Ray Reader. [29] The chest X-ray AI analytics product was trained using nearly 2 million images to identify 40 different common clinical findings. [30]

At least when it comes to machine learning, it's likely that useful and widespread applications will develop first in narrow use-cases for example, a machine learning healthcare application that detects the percentage growth or shrinkage of a tumor over time based on image data from dozens or hundreds of X-ray images from various angles. [13]

We are excited to partner with the Zebra-Med team, which is harnessing the power of data and machine learning to provide physicians and healthcare systems with tools to dramatically increase capacity, while improving patient care," said Dr. Yair Schindel MD, Managing Partner at aMoon VC. "This investment aligns with our vision of backing scalable and sustainable innovations that will have a valuable impact on fundamental facets of global healthcare." [31] "Medical experts worldwide are facing a critical challenge in handling overwhelming demand," says Yair Schindel, MD, managing partner at aMoon VC. "This investment aligns with our vision of backing scalable and sustainable innovations that will have a valuable impact on fundamental facets of global healthcare." [30]

On its path to build the world's most comprehensive visual lab, the company's current and future arsenal of AI algorithms is bundled into a unique $1 per scan offering to hospitals, in order to meet the vision of scalable and affordable care globally. [29] "I?m extremely proud of our team here at Zebra Medical Vision, that is pushing to develop and release next generation AI products with the commitment to make them affordable to the global market," said Elad Benjamin, co-founder and CEO of Zebra Medical Vision. [31] Zebra Medical Vision uses deep learning to create and provide next generation products and services to the healthcare industry. [31] Kibbutz Shefayim Israel-based deep learning startup Zebra Medical Vision has just closed a $30 million Series C funding round led by aMoon & Aurum Ventures with participation from Johnson & Johnson Innovation JJDC and Intermountain Healthcare. [11] Zebra Medical Vision uses deep learning to create Imaging Analytics Platform. [29] Zebra Medical Vision is focusing its efforts on the growing market of AI-based tools for radiology. [30]

"I am a big believer in AI based healthcare solutions and Zebra Medical Vision's technologies will play a major role in improving the capacity and quality of treatment for patients all over the world." [31]

While not all robotic surgery procedures involve machine learning, some systems use computer vision (aided by machine learning) to identify distances, or a specific body part (such as identifying hair follicles for transplantation on the head, in the case of hair transplantation surgery ). [13] Professor Antonio Torralba said: "If you think of the computer vision system as the teacher, this is a truly fascinating example of the student outperforming the teacher." [14]

Topics covered include Business Intelligence, Deep Learning, Machine Learning, AI Algorithms, Data & Analytics, Virtual Assistants & Chatbots as well as case study based presentations proving an insight into the deployment of AI across different verticals. [12] Without soul, memory, or intelligence, these first prototypes were like today's chatbots or simple machine learning algorithms -- basic and with limited abilities. [15] The Zebra Medical Vision has also worked on a bundle of algorithms for diagnoses on lung, liver, cardiovascular and bone diseases which costs hospitals just $1 per scan. [32] It will take a while until this particular AI will be ready to use in hospitals and maybe even longer until AI will become more commonly encountered in the medical field overall, but the Zebra Medical Vision is already making very bold steps in that direction. [32]

That's the vision of Dr. Elliot Fishman, a professor of radiology at Johns Hopkins Medicine in Baltimore. [17] RICHARD HARRIS, BYLINE: Elliot Fishman has spent his career as a radiologist pushing one vision, to bring powerful computing into his field of medicine. [17]

When it will be launched, sometime next year, it is expected to help radiologists with chest X-ray analysis. [32] "When I started in radiology, they said, 'OK, don't worry about reading the chest X-rays because the computers will read them,' " Fishman says. [17] ELLIOT FISHMAN: When I started radiology, they said, OK, don't worry about reading the chest X-rays because in two years, the computers will read them. [17]

Chest X-rays happen to be the hardest ones to interpret for radiologists and using AI algorithms to make the analysis more accurate would greatly improve the diagnosis results. [32] Another that helps doctors diagnose broken wrists in X-ray images won FDA approval on May 24. [17]

RANKED SELECTED SOURCES(32 source documents arranged by frequency of occurrence in the above report)

1. (11) Artificial Intelligence | Radiology Business

2. (6) For Some Hard-To-Find Tumors, Doctors See Promise In Artificial Intelligence | WNCW

3. (5) What artificial intelligence doesn?t understand - Arador

4. (5) katabi | AITopics

5. (4) To Know the Future of AI is to Look into the Past - The Sociable

6. (4) Zebra Medical Vision Raises $30M, Unveils AI-Based Chest X-Ray Reader

7. (4) Zebra Medical Vision gets $30M Series C to create AI-based tools for radiologists TechCrunch

8. (4) Israeli AI startup Zebra Medical Vision raises $30M to develop automated AI-based chest X-ray reader for radiologists | Technology Startups News | Tech News

9. (4) Zebra Medical Creates AI Tools For Radiologists

10. (3) Machine Learning Healthcare Applications - 2018 and Beyond

11. (3) International Journal of Biomedical Imaging An Open Access Journal

12. (3) Tech talks offer a vision of the future | ACP Hospitalist

13. (3) Zebra Medical Raised $30M for Automated AI Based Radiology -Israel Electronics News

14. (3) Zebra Medical Vision raises $30M in latest venture round | Health Data Management

15. (3) Artificial Intelligence | Imaging Technology News

16. (3) MITs AI can now see and track people through walls | CSO Online

17. (2) Israeli imaging AI startup Zebra Medical Vision secures $30M backing | MobiHealthNews

18. (2) We will introduce our Machine Vision Systems at AI Expo, Amsterdam | ADANI News

19. (2) MIT artificial intelligence can see humans through walls

20. (2) Clusterone - Scalable Machine Learning Platform for the AI first world

21. (2) Artificial intelligence senses people through walls | MIT CSAIL

22. (1) Researchers develop artificial intelligence system to watch you through walls | ZDNet

23. (1) DOTmed.com - Intelligence augmentation and how it's reframing the AI conversation

24. (1) Can Artificial Intelligence Diagnose Cancer? : Shots - Health News : NPR

25. (1) Health and diagnostics to soon be digitalized with advent of AI

26. (1) Start-ups Archives | AI Business

27. (1) Israel's Zebra Medical Vision raises $30 million | Reuters

28. (1) Zebra develops chest X-ray AI while raising $30M in funding | FierceBiotech

29. (1) Fancy X-Ray Vision? AI-Trained Technology Can Now "See? Your Body Through A Wall - DesignTAXI.com

30. (1) http://gizmodo.com/the-invisible-radio-waves-all-around-us-let-mits-new-ai-1826794669

31. (1) MITs New AI Can See Through Walls - ExtremeTech

32. (1) New AI Technology Can See Through Walls And Track Peoples Movement

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