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ETHICAL ISSUES IN ARTIFICIAL INTELLIGENCE
APPLIED TO MEDICINE
Cemal H. Guvercin, MD, PhD
Division of Developmental Medicine
Boston Childrens Hospital, Harvard University
Boston, MA, US
What is the ArtificialIntelligence (AI)
AI can be defined as an area of computer science that emphasizes
the creation of intelligent machines the automatization of the
activities which are related to human thinking such as learning,
problem solving and decision making.
The ability of the AI methods to reveal significant relations in data
sets are used to diagnose, treat and predict the outcomes in many
clinical scenarios.
2
50 60 70 80 90 00 10
1956 Dartmouth conference.
1981 Japanese Fifth Generation project launched as the
Expert Systems age blossoms in the US.
1988 AI revenues peak at $1 billion.
2000s can be considered as Renaissance of the AI
Academic $ academic and routine
Renaissance
Time Line
4
The DifferenceBetween Natural and Artificial
Intelligence
Ability to
Natural
Intelligence
(Human)
Artificial
Intelligence
(Machine)
Low High Low High
Use sensors (eyes, ears, touch,
smell)
√ √
Be creative and imaginative √ √
Learn from experience √ √
Adopt to new situations √ √
Afford the cost of acquiring
intelligence
√ √
Acquire a large amount of
external information
√ √
Use a variety of information
sources
√ √
Make complex calculations √ √
Transfer information √ √
Make a series of calculations
rapidly and accurately
√ √
In 1997, Deep Blue beat Gary Kasparov.
The 1997 match was the subject of a
documentary film, The Man vs. The
Machine
The Man vs The Machine
• Medicine
• Military
• Space science
• Finance
• Heavy Industry
• Transportation
• Online and TCS
• Video games
• Music
6
Uses or Applications of AI
What are the main applications of AI in medicine?
Interpreting and identifying
Predicting
Diagnosing
Designing and planning
Monitoring
Debugging and testing
Instructing and training
Controlling
7
AI Application Fields in Medicine
Cardiology,
Radiology,
Physical Medicine and Rehabilitation,
Ophthalmology,
ENT
Pharmacology, Pharmaceutical Industry,
Oncology, Molecular Biology and Genetics
Public Health
Pathology
Psychiatry
……. 8
AI Applications Examples in Medicine
Data mining
Time series analysis of data sets,
Classification of medical images,
Diagnosis of the disease,
Classification of the individuals at risk,
 Generating genetic algorithms,
Cancer scanning and diagnosis,
Cost-effectiveness analysis
Telemedicine/telehealth
……….
9
10
ThegeneralstructureofanAIapplicationinmedicine
Medical Ethics
Medical ethics are the extension of ethics that deal
with value-related problems in medical practice.
Principalism suggests four basic principles of
medical ethics:
• beneficence
• non-maleficence
• respect for autonomy
• justice
11
Technology use in medicine
Tecno-Medicine
Task of technology
 Roboethics
Robots rights??
12
Medical Ethics
Benefit-risk,
Efficiency,
Accessibility,
Cost
Social acceptance
13
Ethical Issues
Telemedicine
As an Example of AI : Telemedicine
14
The use of electronic
information and communication
technologies to provide and
support health care when
distance separates participants
15
As an Example of AI : Telemedicine
Telemedicine
Telehealth
E-Health Telecare
Remote Medicine
m-Health
Telemedicine and Telehealth
Coldeway’s Quadrants
17
ST
SP
DT
SP
ST
DP
DT
DP
18
ST/SP
Same Time/Same Place
DT/SP
Different Time/Same Place
ST/DP
Same Time/Different Place
DT/DP
Different Time/Different Place
Coldeway’s Quadrants
Telemedicine is the use of medical information exchanged from one
site to another via electronic communications to improve patients'
health status. Closely associated with telemedicine is the term
"telehealth," which is often used to encompass a broader definition of
remote healthcare that does not always involve clinical services.
19
Telemedicine and Telehealth
20
Videoconferencing,
Transmission of still images,
Remote medicine
E-health including patient portals,
 Remote monitoring of vital signs,
Continuing medical education
Nursing call centers
………
21
Telemedicine and Telehealth
Risk-benefit
Access security, confidentiality, privacy
Accessibility, social justice
Relationship cyber-physician/nurse and patients
22
Ethical Issue
Respect the patient rights
Malpractice
Telemedicine in undergraduate education
23
Ethical Issue
“The development of full artificial intelligence could spell the
end of the human race.”
Stephen Hawking
24
Conclusion
It is certain that all AI applications and also TM can not be without
ethics.
Physician-patient relationships must be preserved in the all AI
applications.
AI can provide the great benefits for humanity when it used good
purposes.
This process be guided by legal and ethical principals, human health,
rights, and welfare, rather than profits.
25
• Principles of Biomedical Ethics () Tom L. Beauchamp and James F.
Childress 5th Ed.
• http://www.angelfire.com/ks2/kaz/ai_medicine/timeline.html
• http://www.iflscience.com/stephen-hawking-responds-questions-
reddit-discusses-ai-and-women
• http://www.nap.edu/read/5296/chapter/5
• http://www.americantelemed.org/docs/default-
source/standards/primary-urgent-care-guidelines.pdf?sfvrsn=4
26
References
ETHICAL ISSUES IN ARTIFICIAL INTELLIGENCE
APPLIED TO MEDICINE
Cemal H. Guvercin, MD, PhD
Division of Developmental Medicine
Boston Childrens Hospital, Harvard University
Boston, MA, US

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  • 1. ETHICAL ISSUES IN ARTIFICIAL INTELLIGENCE APPLIED TO MEDICINE Cemal H. Guvercin, MD, PhD Division of Developmental Medicine Boston Childrens Hospital, Harvard University Boston, MA, US
  • 2. What is the ArtificialIntelligence (AI) AI can be defined as an area of computer science that emphasizes the creation of intelligent machines the automatization of the activities which are related to human thinking such as learning, problem solving and decision making. The ability of the AI methods to reveal significant relations in data sets are used to diagnose, treat and predict the outcomes in many clinical scenarios. 2
  • 3. 50 60 70 80 90 00 10 1956 Dartmouth conference. 1981 Japanese Fifth Generation project launched as the Expert Systems age blossoms in the US. 1988 AI revenues peak at $1 billion. 2000s can be considered as Renaissance of the AI Academic $ academic and routine Renaissance Time Line
  • 4. 4 The DifferenceBetween Natural and Artificial Intelligence Ability to Natural Intelligence (Human) Artificial Intelligence (Machine) Low High Low High Use sensors (eyes, ears, touch, smell) √ √ Be creative and imaginative √ √ Learn from experience √ √ Adopt to new situations √ √ Afford the cost of acquiring intelligence √ √ Acquire a large amount of external information √ √ Use a variety of information sources √ √ Make complex calculations √ √ Transfer information √ √ Make a series of calculations rapidly and accurately √ √
  • 5. In 1997, Deep Blue beat Gary Kasparov. The 1997 match was the subject of a documentary film, The Man vs. The Machine The Man vs The Machine
  • 6. • Medicine • Military • Space science • Finance • Heavy Industry • Transportation • Online and TCS • Video games • Music 6 Uses or Applications of AI
  • 7. What are the main applications of AI in medicine? Interpreting and identifying Predicting Diagnosing Designing and planning Monitoring Debugging and testing Instructing and training Controlling 7
  • 8. AI Application Fields in Medicine Cardiology, Radiology, Physical Medicine and Rehabilitation, Ophthalmology, ENT Pharmacology, Pharmaceutical Industry, Oncology, Molecular Biology and Genetics Public Health Pathology Psychiatry ……. 8
  • 9. AI Applications Examples in Medicine Data mining Time series analysis of data sets, Classification of medical images, Diagnosis of the disease, Classification of the individuals at risk,  Generating genetic algorithms, Cancer scanning and diagnosis, Cost-effectiveness analysis Telemedicine/telehealth ………. 9
  • 11. Medical Ethics Medical ethics are the extension of ethics that deal with value-related problems in medical practice. Principalism suggests four basic principles of medical ethics: • beneficence • non-maleficence • respect for autonomy • justice 11
  • 12. Technology use in medicine Tecno-Medicine Task of technology  Roboethics Robots rights?? 12 Medical Ethics
  • 14. Telemedicine As an Example of AI : Telemedicine 14
  • 15. The use of electronic information and communication technologies to provide and support health care when distance separates participants 15 As an Example of AI : Telemedicine
  • 18. 18 ST/SP Same Time/Same Place DT/SP Different Time/Same Place ST/DP Same Time/Different Place DT/DP Different Time/Different Place Coldeway’s Quadrants
  • 19. Telemedicine is the use of medical information exchanged from one site to another via electronic communications to improve patients' health status. Closely associated with telemedicine is the term "telehealth," which is often used to encompass a broader definition of remote healthcare that does not always involve clinical services. 19 Telemedicine and Telehealth
  • 20. 20
  • 21. Videoconferencing, Transmission of still images, Remote medicine E-health including patient portals,  Remote monitoring of vital signs, Continuing medical education Nursing call centers ……… 21 Telemedicine and Telehealth
  • 22. Risk-benefit Access security, confidentiality, privacy Accessibility, social justice Relationship cyber-physician/nurse and patients 22 Ethical Issue
  • 23. Respect the patient rights Malpractice Telemedicine in undergraduate education 23 Ethical Issue
  • 24. “The development of full artificial intelligence could spell the end of the human race.” Stephen Hawking 24
  • 25. Conclusion It is certain that all AI applications and also TM can not be without ethics. Physician-patient relationships must be preserved in the all AI applications. AI can provide the great benefits for humanity when it used good purposes. This process be guided by legal and ethical principals, human health, rights, and welfare, rather than profits. 25
  • 26. • Principles of Biomedical Ethics () Tom L. Beauchamp and James F. Childress 5th Ed. • http://www.angelfire.com/ks2/kaz/ai_medicine/timeline.html • http://www.iflscience.com/stephen-hawking-responds-questions- reddit-discusses-ai-and-women • http://www.nap.edu/read/5296/chapter/5 • http://www.americantelemed.org/docs/default- source/standards/primary-urgent-care-guidelines.pdf?sfvrsn=4 26 References
  • 27. ETHICAL ISSUES IN ARTIFICIAL INTELLIGENCE APPLIED TO MEDICINE Cemal H. Guvercin, MD, PhD Division of Developmental Medicine Boston Childrens Hospital, Harvard University Boston, MA, US