Wednesday, October 25, 2017

Using A.I Robotics in Healthcare [Will reword]

First I will begin with the definition of robots. A robot is a machine that is capable of executing a complex series of actions automatically, especially one that's programmable by a computer.
According to a wpi pdf on "The Emerging Role of Robotics in Personal Health Care", the definition of a robot is composed of three things: actuate, sense and process. " a robot is a machine that is capable of obtaining data from its environment by means of sensors, processing the data at least to some extent, and reacting to this data by means of actuators."(pg 41)


In the research pdf, they also mentioned several focus areas of current technology and ongoing research in robotics within the health care industry. (pg 42-52)

Motivation of Health Care Industry
    1. There are various reasons why health care has turned to robotics, such as an increasing
      elderly population, worker shortages, and increasing health care expenditures. 
    2. Robotics technologies have been remarkably developed in numerous industries such as nuclear power, military, medicine, and health care.  These innovations in robotics significantly improved the health care industry and made it much more accessible to the general public. The progress of robotics in healthcare is driven by the health care needs of our society.  The overall quality of health care has increases as the technology associated with it develops.  As the quality of health care technology improves, the applications of the technology become much more specific, and this results in more specific fields of health care robotics
Clinical Applications.
    1. Surgical robots have become extremely sophisticated, even allowing surgeons to operate them from thousands of miles away.  The da Vinci surgical robot system is a good example of the progress surgical robotics has made since its conception.
    2. da Vinci System
      1. One of the most well-known surgical robots, the da Vinci robot. More than 800 hospitals in the United States and Europe use the robot in various types of surgery. This system is undergoing considerable research and has been successfully applied in general surgery, cardiothoracic surgery, urology, gynecology, and possibly otolaryngology. The da Vinci system is made up of three primary components (many other applications can be added on): a surgical cart, vision cart, and surgeon console.
    3. Description about the figure "da Vinci Surgical System" (pg 44):
    4. The end of the robotic arm contains surgical instruments. It is crafted to mimic “human-like” wrist motion. – Da Vinci System (Picture from Mayo Clinic's article "Robots/Robotics in Healthcare")
      1. The surgical cart is a robotic manipulator with three arms: one camera arm with a 12mm stereoscopic laparoscope and two others arms that hold 8mm instruments. One interesting technology applied here is the EndoWrist Instruments technology. Tiny computer-enhanced mechanical wrists allow a full 7 degrees of freedom at the instrument tips. Instrument tips are aligned with the instrument controllers electronically to provide optimal hand-eye orientation and natural operative capability.
      2. This innovative wrist was inspired from the Black Falcon of MIT. Overall visualization of operation is performed by the vision cart, which consist of two three-chip cameras mounted within one integrated and three dimensional 12mm stereo endoscope with two separate optical channels. The operative images are transmitted to a high-resolution binocular display at the surgeon console. The surgeon can see the operation in a 3-D (can be changed into 2-D) stereoscopic illustration on the console. Then he maneuvers robotic manipulators, which allow him to control the robotic arms and cameras.
      3. This setup achieves more precise and accurate manipulations of instruments than those that can be achieved from conventional endoscopic surgery
      4. da Vinci Surgical System - Peeling A Grape
      5. Here are some of Mayo Clinic's views of the Da Vinci System in the article  "Robots/Robotics in Healthcare":
        1. Advantages:
          1. More controlled, controllable, and thus, potentially safer environment for both the patient and physician, increased precision of surgical manipulation, improved vision due to magnification, and better ergonomics for the operator. Due to the minimally invasive nature of the surgery, hospital stays for patients having undergone robotic surgery are also shorter. Robotic surgery has an advantage over laparoscopic surgery, the other form of minimally invasive surgery, due to the aforementioned degree of motion of the robot “arm” and “wrist”. There is untapped potential for simulation of surgical procedures and techniques using surgical robotic systems. Finally, the global application/potential of these systems is just beginning to be imagined.
          2. Robotic assisted surgical systems have been used extensively in urology for prostate surgery, and, less commonly, in general surgery and most surgical subspecialties. Additional applications for these surgical-assist robots are continually being developed, the latest for ophthalmic/eye surgery.
        2. Disadvantages:
          1. The degree of training required, and the cost, especially since patient outcomes are, overall, similar to traditional surgery. Surgeons have some difficulty adjusting to the lack of tactile input from operating with these machines.
    5. Robot draw blood from a patient
    6. "Telemedical Network is Key in Accessibility " -Robotics in Healthcare
      1. InTouch Health in Action | InTouch Health's Telehealth Network
      2. With InTouch Health, patients in remote areas have access to high-quality emergency consultations for stroke, cardiovascular, and burn services. On the patient’s side it can be accessed on a tablet or personal computer, and clinicians can also use the same type of devices as best suits their needs.
    7. Bestic, the assistive eating robotic device
      1. Developed in 2004 by Sten Hemmingsson who had suffered a crippling paralysis from polio. The device is designed to lift food from the plate to the mouth, and is controllable of the user by touch of a button. 
    8. The “Sedasys” System – Anesthesia (Mayo's article)
      1. It's a robotic machine that delivers anesthesia without an anesthesiologist. It has been developed for use in clinical settings and routine procedures such as colonoscopy and endoscopy. The rollout, by Johnson and Johnson, has been slow and the system is only used in four medical centers at this time, as the acceptance rate has been low due to fears regarding completely autonomous medical care .
Non-clinical Application Rehabilitation Therapy

    1. Today, robots are capable of not only surgery, but also various other jobs in the field of health care, such as rehabilitating patients, providing/supporting professional care, and providing diagnostic assistance.
    2. The "Paro" seal robot
      1. This robot is intended to improve the health of the user by providing
        him/her with social interaction. Paro shows how increased social contact and networking affects the recovery cycle and psychological stability of humans. 
      2. The robot was inspired from the fact that interacting with animals is emotionally
        beneficial to mankind.  The influence of social engagement on cognitive decline, particularly among elderly people, has been examined [65]. Paro is intended to counter the degenerative effects of lacking social interaction.  The first interesting attribute of this robot is appearance.  To make the robot seem inviting and friendly, the developers of the robot decided to model it after a baby harp seal covered with pure white fur.  Paro contains tactile receptors under its “skin” capable of recognizing and measuring physical contact.  The appearance of Paro can have a very positive effect on the acceptance of the robot by the users, particularly children  and elderly who don’t require highly technical functionality [66], [67].  This 2.8kg (6.17lb) seal robot has four primary senses: sight (light sensor), hearing (voice recognition system with direction determination), balance, and tactile.
      3. Paro is a good example of how software can provide significant functionality with
        limited sensing and actuating components
    3. Building off the topic on "Paro", in the article Robots Will Aid in Health Care as Population Ages, the author referenced a speaker at a RoboBusiness Conference in Boston, who said :  "the medical needs of the aging adult population will increase the market for robotics to assist them in health care. And Japan is one of the countries that are facing the crisis of low fertility rate, and growing numbers of elderly, thus scientists, researchers and healthcare technologists would try to depend on A.I robotics to help solve certain diseases.
    4. The Dali walker or c-walker is a current project of the European Union and the Seimans Corporation
      "The Dali walker is a programmable walker with multiple digital sensing devices for use in individuals with memory loss, dementia. The sensor system allows the walker to perceive and interpret its spatial environment in real time. By its navigational capabilities, this technologically advanced walker is mentally functioning for as well as affording physical support. This potent combination of both physical and mental assistance is potentially invaluable to an elderly person, who may have become timid about venturing out alone, especially in crowded or unfamiliar public places." (Mayo Clinic's article "Robots/Robotics in Healthcare")
 Preventive Therapies and Diagnosis-Intelligent Fitness System 
    1.  Preventive therapies and diagnosis covers independent diagnostic methods such as robotized endoscope and teleoperation systems which independently monitor patients and preventive technologies such as intelligent fitness system and multiple objects motion/sound recognition system. 
Robotic Assistance Technology-Intelligent Prosthetics
    1. Robotized assistance, such as intelligent prosthetics, robotized transportation system and manipulation assistances, is another important field of health care.
    2. An example will be the robotized artificial ankle shown in the figure above. This mechanical ankle senses which phase of stride the ankle is on, and manipulates
      the angle of the bottom plates with springs.  The stored energy in the spring releases to the next phase of walking which saves between 14 and 23% of the energy spent using conventional prosthesis. 
    3. Robot Suits and Exoskeletons: Musculoskeletal and Muscular Assistive Devices (Mayo's article "Robots/Robotics in Healthcare")

      1. ReWalk” by ReWalk Robotics is a mobile lower body exoskeleton for walking assist and/or walking rehabilitation, and potentially a replacement to the wheel chair. It is the only such exoskeleton currently approved for home use by the FDA.

        A soft robotic grasp assist glove that's being developed at Harvard, is designed to assist any attempted movements of the hand. It is hoped that these gloves can help individuals regain some hand function both in their daily lives and in rehabilitation.
        YouTube video: Soft robotic gloves

        Ekso Bionics engineers has created this Ekso skeleton that may allow formerly wheelchair-bound users, the ability to walk.


        HAL robot suit / "bionic" suit (developed by Cyberdyne of Japan)  can be worn as a full body suit or a lower body suit. It is utilized in Japan for rehabilitation purposes, for generalized and specific muscular assist after injury, and for normal people who are in occupations where they need increased strength.

Challenges with A.I..links

Preparing for the Challenge of Artificial Intelligence
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Ethical Issues in Advanced Artificial Intelligence
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Ethical concerns with having a robotic companion


As mentioned earlier in my research proposal, Japan is one of the countries actively exploring the field of using A.I robotics to tackle the aging population. They have created different types of robotic companions such as a robotic seal, a bear carebot, and robotic nurses. However there are still some moral issues with having robotic companions.

Take the robotic seals for an example. The robotic seals comfort dementia patients ,but raises ethical concerns. The seal is not alive,and is just a robot called Paro, but the senior patients who have dementia or similar loss of cognitive function do not know. It is a type of tool known as a "carebot". In a KALW online article, the authors compares Paro to therapy dogs that go to hospitals, and states that it does not matter whether Paro is real or not in the long run as "humans are wired for connection". As Dr. Geoffrey Lane, the psychologist who brought Paro to the Livermore hospital asserts, "There's a pretty large body of evidence to show that interacting with animals can help things like lower blood pressure, reduce depression, reduce subjective pain, decrease the time it takes to recover from chronic ailments".

On the other hand, Shannon Vallor, an ethicist and philosophy professor at Santa Clara University thinks otherwise. She thinks that there are a few ethical issues to worry about when using carebots. Nurses and therapists at the Livermore V.A does not explicitly tell patients that Paro the seal is a robot, instead they play along with questions as if Paro is real. It just seems unfair for the dementia patients whose line between reality and imagination are already blurred. There's also another problem, and it has to do with us, the people who are actually doing the caring. As Shannon Vallor said "What happens to our moral character and our virtues in a world where we increasingly have more and more opportunities to transfer our responsibilities for caring for others, to robots? And where the quality of those robots increasingly encourages us to feel more comfortable with doing this, to feel less guilty about it, to feel in fact maybe like that's the best way that we can care for our loved ones?" I think she has a good point. It is helping therapists do their job better, and also helping the patients, but at the same time, it's the ethical concern that we are pushing our responsibilities onto robots.



Wednesday, October 4, 2017

Some interesting links on AI in healthcare/products that help improve our lives [Summary of each TBA]


  •  Medication adherence : "AiCure uses mobile technology and facial recognition to determine if the right person is taken the given drug at the right time."
  • Healthy behavior: "Welltok tapped IBM's Watson superbrain to support its vision of connecting consumers with personalized activities.
  • Support care givers: "Automated Insights put its natural language generation platform Wordsmith to work in a collaboration with Great Call"
  • Drug development: "Biotech companies are also combining artificial intelligence and big data to identify new drug compounds, such as Cloud Pharmaceuticals and Berg. Johnson&Johnson and Sanofi are using Watson to find new targets for FDA approved drugs.
Intel Boosts Vision-based Contextual Computing With New Products
  • Intel is using Convolutional Neural Network (CNNs) that mimics the biologic structure of human sight and use relatively little pre-processing compared to other image classification algorithms in their applications to help create a faster, and more accurate vision processing that can improve multiple business cases (drones, augmented reality, security and surveillance as well as robotics).
  • The CNN network also have characteristics of filters that is in traditional algorithms that previously had to be designed by data scientists.

  • Singapore's first hospital to adopt the widespread uses of technology
  • Electronic wristbands similar to smart watches: will be used by nurses to monitor patients' conditions in the hospital and after the patient return home.
  • The hospital aims to have features that : provide patients with the ability to track their schedule, and built-in sensors to conduct real-time monitoring of patients' heartbeat and sleep patterns.
  • Robotics: food services, housekeeping and "central sterile supplies unit to free up more time for staff to attend to the personal needs of patients."
  • Published last Tuesday October 17th,2017,  researchers at MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) has developed a model that uses artificial intelligence to improve early breast cancer detection. It is said that the model could reduce false positives and unnecessary surgeries.
  • "IBM plans to make a 10-year, $240 million investment to create the MIT–IBM Watson AI Lab in partnership with MIT. The lab will carry out fundamental artificial intelligence (AI) research and seek to propel scientific breakthroughs that unlock the potential of AI. The collaboration aims to advance AI hardware, software, and algorithms related to deep learning and other areas; increase AI’s impact on industries, such as health care and cybersecurity; and explore the economic and ethical implications of AI on society. IBM’s $240 million investment in the lab will support research by IBM and MIT scientists."
  • Joint research to push the boundaries in AI science and technology in several areas, including: AI algorithms, physics of AI, application of AI to industries, and advancing shared prosperity through AI
Using machine learning to improve patient care
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