Chapter 1. Introduction to Computers in Medicine

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Transcription:

Chapter 1 Introduction to Computers in Medicine

Types of medical data Medical data Alphanumeric Medical images Physiological signals

Types of medical data Medical data Alphanumeric Medical images Physiological signals Patient s name and address Identification number Results of lab tests Physicians notes

Types of medical data Medical data Alphanumeric Medical images Physiological signals Patient s name and address Identification number Results of lab tests Physicians notes X-ray Computer tomogram Magnetic resonance image Ultrasound image

Types of medical data Medical data Alphanumeric Medical images Physiological signals Patient s name and address Identification number Results of lab tests Physicians notes X-ray Computer tomogram Magnetic resonance image Ultrasound image Electrocardiogram Electroencephalogram Blood pressure tracing

Alphanumeric medical data storage and processing Saved on general purpose mainframe computer Real-time processing not necessary Used extensively for billing systems

Medical image storage and processing Traditionally archived on film Current trend toward PACS (picture archiving and communication systems) Workstations with high resolution computer displays Distributed computing Images stored on optical disks High-speed local area network (LAN) communication

Physiological signal storage and processing Microcomputer-based medical instrumentation Real-time signal processing often involved

Basic elements of a medical care system

Basic elements of a medical care system Patient

Basic elements of a medical care system Patient Collection of data

Basic elements of a medical care system Patient Collection of data Analysis of data

Basic elements of a medical care system Patient Collection of data Analysis of data Decision making

Basic elements of a medical care system Patient Therapy Collection of data Analysis of data Decision making

Basic elements of a medical instrumentation system

Basic elements of a medical instrumentation system Patient

Basic elements of a medical instrumentation system Physiological signals Patient

Basic elements of a medical instrumentation system Physiological signals Electrical analogs (voltages) Patient Sensors

Basic elements of a medical instrumentation system Physiological signals Electrical analogs (voltages) Patient Sensors Processor

Basic elements of a medical instrumentation system Physiological signals Electrical analogs (voltages) Patient Sensors Processor Display Recorder Network

Basic elements of a medical instrumentation system Physiological signals Electrical analogs (voltages) Patient Sensors Processor Controller Open or closed loop control Display Recorder Network

Evolution of implantable pacemaker technology Original Asynchronous fixed-rate oscillator Discrete components Epoxy with silastic coating Mechanical adjustments Sutured endocardial electrodes Mercury batteries (2-year life) Current Pacing on demand; rhythm analysis and defibrillation Hybrid integrated circuits Laser-welded titanium Bi-directional telemetry Intravenous catheter electrodes Lithium batteries (8-year life)

Evolution of implantable pacemaker technology Original Asynchronous fixed-rate oscillator Discrete components Epoxy with silastic coating Mechanical adjustments Sutured endocardial electrodes Mercury batteries (2-year life) Current Pacing on demand; rhythm analysis and defibrillation Hybrid integrated circuits Laser-welded titanium Bi-directional telemetry Intravenous catheter electrodes Lithium batteries (8-year life)

Evolution of implantable pacemaker technology Original Asynchronous fixed-rate oscillator Discrete components Epoxy with silastic coating Mechanical adjustments Sutured endocardial electrodes Mercury batteries (2-year life) Current Pacing on demand; rhythm analysis and defibrillation Hybrid integrated circuits Laser-welded titanium Bi-directional telemetry Intravenous catheter electrodes Lithium batteries (8-year life)

Evolution of implantable pacemaker technology Original Asynchronous fixed-rate oscillator Discrete components Epoxy with silastic coating Mechanical adjustments Sutured endocardial electrodes Mercury batteries (2-year life) Current Pacing on demand; rhythm analysis and defibrillation Hybrid integrated circuits Laser-welded titanium Bi-directional telemetry Intravenous catheter electrodes Lithium batteries (8-year life)

Evolution of implantable pacemaker technology Original Asynchronous fixed-rate oscillator Discrete components Epoxy with silastic coating Mechanical adjustments Sutured endocardial electrodes Mercury batteries (2-year life) Current Pacing on demand; rhythm analysis and defibrillation Hybrid integrated circuits Laser-welded titanium Bi-directional telemetry Intravenous catheter electrodes Lithium batteries (8-year life)

Evolution of implantable pacemaker technology Original Asynchronous fixed-rate oscillator Discrete components Epoxy with silastic coating Mechanical adjustments Sutured endocardial electrodes Mercury batteries (2-year life) Current Pacing on demand; rhythm analysis and defibrillation Hybrid integrated circuits Laser-welded titanium Bi-directional telemetry Intravenous catheter electrodes Lithium batteries (8-year life)

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Charles Babbageʼs mechanical computer First programmer: Augusta Ada Lovelace

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Atanasoff Berry Computer (ABC) John Atanasoff received the Ph.D. degree from UW-Madison

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

ENIAC University of Pennsylvania 30 tons 18,000 vacuum tubes 140 kilowatts 5000 additions/sec 20 10-digit number memory

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Transistor Invented by John Bardeen and two others at Bell Labs, Nobel Prize UW BSEE and MSEE, Born in Madison, Wisconsin Obtained a second Nobel Prize for the theory of superconductivity

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Univac First transistorized computer

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

First integrated circuit (IC) Invented by Jack Kilby UW MSEE Nobel Prize

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

MIT LINC (Laboratory Instrument Computer) First interactive computer (Wes Clark)

Emeritus Prof. C. Daniel Geisler

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Digital Equipment Corporation PDP-8 Minicomputer First commercial minicomputer

DEC LINC-8 (Laboratory Instrument Computer) First commercial interactive computer

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

First microprocessor - Intel 4004 (about 2000 transistors)

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Worldʼs first microcomputer Based on Intel 8080 microprocessor

Altair 8800 computer

Cromemco microcomputer (Intel 8080/Zilog Z80)

Apple II

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

IBM PC

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Apple Macintosh

History of the computer 1948 Transistor invented 1800s Mechanical computers 1941 First electronic computer 1946 ENIAC 1950 Univac I 1959 IC invented 1971 Microprocessor invented 1961 LINC 1965 DEC PDP-8 1975 First personal computer 1981 IBM PC 1984 Macintosh

Evolution of the computer

Evolution of the computer

A doubling experiment

A doubling experiment On the first day of a month, you give your professor a penny. On each successive day, you give him twice as many pennies as the day before.

A doubling experiment On the first day of a month, you give your professor a penny. On each successive day, you give him twice as many pennies as the day before. How many pennies would you give him on the 11th, 21st, and 31st days of the month?

A doubling experiment On the first day of a month, you give your professor a penny. On each successive day, you give him twice as many pennies as the day before. How many pennies would you give him on the 11th, 21st, and 31st days of the month? 2 10 = 1,024 pennies = $10.24

A doubling experiment On the first day of a month, you give your professor a penny. On each successive day, you give him twice as many pennies as the day before. How many pennies would you give him on the 11th, 21st, and 31st days of the month? 2 10 = 1,024 pennies = $10.24 2 20 = 1,048,576 pennies = $10,485.76

A doubling experiment On the first day of a month, you give your professor a penny. On each successive day, you give him twice as many pennies as the day before. How many pennies would you give him on the 11th, 21st, and 31st days of the month? 2 10 = 1,024 pennies = $10.24 2 20 = 1,048,576 pennies = $10,485.76 2 30 pennies = 1,073,741,824 pennies (more than $10 million)

Computing power versus cost 100,000 10 PC @ 0.1 MIPS (8088) Cost per MIPS (in Dollars) 10,000 1,000 0.1 PC @ 10 MIPS (80486) 1 PC @ 1 MIPS (80286) 100 1981 1986 1991 Year

Number of components in a PC 1000 Number of Integrated Circuits 100 10 256 KB 512 KB 2 MB 4 MB 1 1984 1987 1990 1993 Year

Image/signal analysis

Image/signal analysis

Image/signal analysis

Image/signal analysis

Image/signal analysis

Signal representation 0 0 0 0 2 5 8 10 13 14 14 14 12 11 9 7 5 4 2 1 1 0 0 1 1 1 1 1 2 2 2 3 3 3 3 3 3 3 3 3 3 6 11 20 33 51 72 91 103 105 96 77 53 27 5-11 -23-28 -28-23 -17-10 -5-1 0 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 2 2 3 3 4 4 5 6 7 8 8 9 10 10 11 11 12 12 12 13 14 16 18 20 22 24 27 29 31 34 37 39 42 44 47 49 52 54 55 56 57 57 58 58 57 57 56 56 54 52 50 47 43 40 36 33 29 26 23 20 17 14 12 10 8 7 5 3 2 1 1 0 0 0

Signal representation 0 0 0 0 2 5 8 10 13 14 14 14 12 11 9 7 5 4 2 1 1 0 0 1 1 1 1 1 2 2 2 3 3 3 3 3 3 3 3 3 3 6 11 20 33 51 72 91 103 105 96 77 53 27 5-11 -23-28 -28-23 -17-10 -5-1 0 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 2 2 3 3 4 4 5 6 7 8 8 9 10 10 11 11 12 12 12 13 14 16 18 20 22 24 27 29 31 34 37 39 42 44 47 49 52 54 55 56 57 57 58 58 57 57 56 56 54 52 50 47 43 40 36 33 29 26 23 20 17 14 12 10 8 7 5 3 2 1 1 0 0 0

Comparison of PC and brain

Exponential growth of computing From Kurzweil, 2001

Recommended reading Jeff Hawkins, On Intelligence, 2004.

Recommended reading Jeff Hawkins, On Intelligence, 2004.

Human-human communication

Human-computer communication

The future of computers in medical instrumentation

The future of computers in medical instrumentation ipod/iphone portable applications

The future of computers in medical instrumentation ipod/iphone portable applications Portable personal computers for physiological monitoring (e.g., Star Trek Tricorders)

The future of computers in medical instrumentation ipod/iphone portable applications Portable personal computers for physiological monitoring (e.g., Star Trek Tricorders) Desktop supercomputers

The future of computers in medical instrumentation ipod/iphone portable applications Portable personal computers for physiological monitoring (e.g., Star Trek Tricorders) Desktop supercomputers Artificial neural network (ANN) on a chip

Medical instrumentation - then and now

Medical instrumentation - then and now

The End