evolution of teleradiology. elizabeth krupinski, phd

57
Elizabeth A. Krupinski, PhD Arizona Telemedicine Program

Upload: jared56

Post on 16-Jul-2015

236 views

Category:

Documents


6 download

TRANSCRIPT

Page 1: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Elizabeth A. Krupinski, PhDArizona Telemedicine

Program

Page 2: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Ovitt , et al.Intravenous angiography using digital video subtraction: x-ray imaging system.AJR 135(6):1141-4, 1980.

An x-ray imaging system, using digital subtraction techniques, has been developed. The system requires: (1) high output generation equipment; (2) an image intensif ier capable of receiving high output exposures, 1 mR (2.58 X 10(-7) C/kg) at the face of the intensif ier, without loss of either contrast or resolution; (3) a precision digital video camera; (4) processing computer with sufficient storage capacity; and (5) digital image storage. With this system it is possible to visualize the major arteries after intravenous contrast injection.

Page 3: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Capp et al.The digital radiology department of the future.Rad Clin N Am 23(2):349-55, 1985.

The boom in microelectronics, including cost-effectiveness, hasnow allowed us to consider the use of these objects to storedigital images. There remains much research, development, And clinical evaluation to be done in receptor technology. Further improvements in image processing, optical laser disk storage, & optical transmission and further commercial Development of display technology must take place. All of These developments are occurring simultaneously . Within 5 to 10 years, radiology departments wil l most l ikely be totallyelectronic, probably cost-effective, and, i t is hoped, morediagnostically accurate.

Page 4: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 5: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Oldest established TM application Well integrated in numerous settings Facil itated by co-evolution PACS Few to no reimbursement issues Only interventional radiology currently

less amenable to teleradiology applications

Litt le/no differences between teleradiology & on-site radiology

Page 6: Evolution of Teleradiology. Elizabeth Krupinski, PhD

ACR-NEMA development DICOM Continual updates of DICOM Development of standards & practice

guidelines that explicit ly include teleradiology

http://medical.nema.org/ http://deckard.duhs.duke.edu/~samei/tg18.htm

Page 7: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 8: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 9: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 10: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Key is the human-computer interface

Series of observer performance studies designed to optimize the digital reading room environment

Performance metrics◦ Diagnostic accuracy (ROC)◦ Search eff iciency (eye position)

Human Visual System Modeling

Page 11: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 12: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Softcopy display parameters◦ Luminance◦ Calibration (tone scale)◦ Type of phosphor◦ CRT vs LCD◦ MTF◦ Viewing angle◦ Number of displays◦ Ambient l ighting◦ Compression◦ Role of color

P45 P104

Page 13: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Spatial & contrast resolut ion l imitations require radiologists to search images. The UVF is about 2.5 deg radius. Probabil i ty of target detection fal ls off as a function of target eccentricity from axis of gaze.

Page 14: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Total viewing time shorter Time to first hit shorter Total t ime on lesion shorter Fewer returns to lesion Total path length shorter Overall = more EFFICIENT

Page 15: Evolution of Teleradiology. Elizabeth Krupinski, PhD

TaskTask

Page 16: Evolution of Teleradiology. Elizabeth Krupinski, PhD

ExperienceExperience

Page 17: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Med StudentResidentPathologist

Page 18: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Display & InterfaceDisplay & Interface

20% fixations fell outside diagnostic image

Page 19: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Hospital/MC Clinics Mobile van◦ Mammo

Dedicated◦ PET cl inic◦ THH◦ UASA

Public Health Battlef ield Hand-held

Page 20: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 21: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 22: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 23: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Medical Imaging Consultants -> ? ◦Data acquisit ion & archiving

RadWorks (GE) -> Siemens/Fuji◦ Viewing station

35% of department’s reading volume 25% department’s income ◦Reading only & reading + archiving◦ $/case & $/set volume

Page 24: Evolution of Teleradiology. Elizabeth Krupinski, PhD

68% sites using AHSC hub for TM services use TR service

TR typically 1 s t service requested◦ 79% of sites with TR use only TR◦ 21% started with TR & added

services TR specialty with most volume

Page 25: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Time from mammography to consult with oncologist ~ 28 days◦ Screening mammography◦Diagnostic mammography◦ Biopsy◦ Pathology processing & report◦Oncology consultation

THIS IS TOO LONG!

Page 26: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Even Worse in RuralEven Worse in Rural

Page 27: Evolution of Teleradiology. Elizabeth Krupinski, PhD

- DS3 (45 Mbps) backbone- ATM protocol

- T1 (1.5 Mbps) links- 65 direct link sites- ~ 85 with affiliated - NARBHA- DOC- IHS

- RT & SF applications- ~ 55 sub-specialties- Teleradiology core app.

Page 28: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Started in 2001 to rural sites 7/28 telerad sites send mammo Mostly use GE system Directly to TBC for reading Some archive some do not Contracts specify 30-45 min TAT > 26,000 telemammography

Page 29: Evolution of Teleradiology. Elizabeth Krupinski, PhD

MammographySurgical

ConsultationBreast Care Biopsy

Rapid tissue processing

Virtual slide scanning

Laboratory report

Telemedicine

Clinic

Digital Mammography

(Teleradiology)

Telepathology

Cancer specialistTeleconsultation

UltraClinic Model

Page 30: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Milestone Medical Systems RHS-1-30 Milestone Medical Systems RHS-1-30 Vacuum HistoprocessorVacuum Histoprocessor

Quick Processing

Page 31: Evolution of Teleradiology. Elizabeth Krupinski, PhD

DMetrixTM -40 Slide Scanner DMetrixTM -40 Slide Scanner SystemSystem

TelepathologyTelepathology

Page 32: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 33: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Lab Process MinutesGrossing 3Tissue Processing 58Embedding 13Cutting 10Stain/Dry/Coverslip 32Scanning (2 Slides) 13LM Interpretation 6Telepathology 14

Page 34: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Telepathology report sent S&F to oncologist

Oncologist connects RT videoconference to rural location

Discuss pathology results If necessary discuss treatment

options and plan of action

Page 35: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 36: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 37: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 38: Evolution of Teleradiology. Elizabeth Krupinski, PhD

MI = prevention, detection, diagnosis, treatment & therapy

Acquisit ion & display technology continually changes

Clinician shortages are not easing Rapidly expanding types & number images◦ Multi-modality & fusion complimentary

information sources is becoming common◦ Anatomy & function gross & molecular levels◦ Merging specialt ies

Page 39: Evolution of Teleradiology. Elizabeth Krupinski, PhD

(Quon et al. J Cl in Oncol; 2005; 23:1664-1673)

Page 40: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Clarke et al. Validation if Tumor Burden Measurements Using 3D Histopathology. In: Digital Mammography 2008. Springer-Verlag.

Page 41: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Image Display, Analysis & Processing are key l inks in the imaging chain

Need to present data to the cl inician in the most eff icient & informative manner

Taking into account perceptual & cognit ive capabil i t ies of human observer

Ultimate goal = facil i tate decision-making process & enhance patient care

Related goal = improve workflow & the reading environment

Page 42: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Stereo vs Tradit ional

- Az 0.85 to 0.94

-23% increase TPs

-105% increase calcs

- 46% decrease FPsGetty et al. Stereoscopic Digital Mammography: Improved Accuracy of Lesion Detection in Breast Cancer Screening.In: Digital Mammography 2008. Springer-Verlag.

Page 43: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 44: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 45: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 46: Evolution of Teleradiology. Elizabeth Krupinski, PhD

50 DR chest images (PA) : 1/2 solitary pulmonary nodule verif ied CT; 1/2 nodule free

6 radiologists (3 sr residents, 3 board-cert if ied)

3MP Barco color medical-grade display (Barco Coronis MDCC-3120-DL) vs COTS color 2MP monitor (Dell 2405)

Calibrated (DICOM GSDF ) to luminance corresponding to backlight aging 1-year t ime ◦ Max Barco 500 cd/m 2 min 0.77 cd/m 2

◦ Max Dell COTS 342 cd/m 2 min 0.376 cd/m 2

Page 47: Evolution of Teleradiology. Elizabeth Krupinski, PhD

0

0.2

0.4

0.6

0.8

1RO

C A

z

Read

er 1

Read

er 2

Read

er 3

Read

er 4

Read

er 5

Read

er 6

Mea

n

Medical Grade

COTS

F = 4.1496, p = 0.0471Sensit ivity = 0.91 vs 0.86Specif icity = 0.93 vs 0.92

Page 48: Evolution of Teleradiology. Elizabeth Krupinski, PhD

05

1015202530354045

Mea

n Vi

ewin

g Ti

me

(sec

)

Read

er 1

Read

er 2

Read

er 3

Read

er 4

Read

er 5

Read

er 6

Mea

n

Medical Grade

COTS

F = 3.38, p = 0.067

Page 49: Evolution of Teleradiology. Elizabeth Krupinski, PhD

0

0.5

1

1.5

2

2.5

3

3.5

4

Mea

n Ti

me

Firs

t H

it (s

ec)

TP FN FP

COTS

Medical Grade

0

1

2

3

4

5

6

7

8

Cum

ulat

ive

Dw

ell (

sec)

TP FP FN TN

COTS

Medical Grade

No significant differences

TN significantly different

Page 50: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Firs t (Re feren ce ) Im ag e Or igin al sR GB Im ag e o n Displa y with S hif ted P r im ar ies

S-CIELAB Delta-E Image Map RMS Delta-E = 3.3997

200 400 600 800 1000

100

200

300

400

500

600

7005

10

15

20

25

30

35

40

Page 51: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Carpal tunnel syndrome Elbow & shoulder (cubital tunnel) Neck, back & shoulder strains Computer vision syndrome◦ Eye strain◦ Dry eyes◦ Glaucoma◦ Headaches◦ Corneal erosion and abrasions◦ Contact lens problems

Page 52: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Reader Fatigue

BLURRED VISION

Page 53: Evolution of Teleradiology. Elizabeth Krupinski, PhD

Variable How long correlation How many correlation

Blurred vision R = 0.344 p = 0.0113 R = 0.422 p = 0.0015

Eyestrain R = 0.429 p = 0.0012 R = 0.475 p = 0.0003

Difficulty focus R = 0.384 p = 0.0042 R = 0.446 p = 0.0007

Headache R = 0.235 p = 0.0899 R = 0.432 p = 0.0011

Neck strain R = 0.384 p = 0.0042 R = 0.549 p < 0.0001

Shoulder strain R = 0.250 p = 0.0711 R = 0.469 p = 0.0003

Back strain R = 0.304 p = 0.0265 R = 0.424 p = 0.0014

General fatigue R = 0.471 p = 0.0003 R = 0.642 p < 0.0001

Page 54: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 55: Evolution of Teleradiology. Elizabeth Krupinski, PhD
Page 56: Evolution of Teleradiology. Elizabeth Krupinski, PhD

TR has made a signif icant impact on patient care over the past 20 years

Advances in technology wil l further change MI & interpretation of medical data by more clinicians

Costs can increase & decrease Optimizing observer accuracy while

maintaining eff iciency & comfort are crit ical to continued success

Page 57: Evolution of Teleradiology. Elizabeth Krupinski, PhD

THANK YOU!