SlideShare a Scribd company logo
Enterprise Medical Imaging for
Improved Radiological Workflows in
Zambian Public Health Facilities
1
Adult Hospital, University Teaching Hospitals, ZAMBIA
2
DataLab Research Group, University of Zambia, ZAMBIA
Ernest Obbie Zulu1
Lighton Phiri2
1st
Zambia Digital Health Conference
October 19–21, 2022 | Lusaka, Zambia
2/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Outline
● Radiological Workflow
● Project Overview
● Zambia eHealth Strategy
● Methodology
● Medical Image Storage, Management and Access
● Prototype PACS Platform
● Conclusion & Future Work
3/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Radiological Workflows
4/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Project Overview: Health Sector in Zambia
● ~2815 health facilities
○ Government of the
Republic of Zambia (GRZ),
Military,
Non-Governmental
Organisations (NGO) and
Private
http://datalab.unza.zm/bibcite/reference/37
“Enterprise Medical Imaging in the
Global South: Challenges and
Opportunities”
Ernest Obbie Zulu and Lighton Phiri
(IST-Africa 2022)
5/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Project Overview: Health Sector in Zambia
● Our work focused on GRZ
health facilities
○ 151 facilities classified as
Level 1, 2 or 3 Hospitals
● Only 9 GRZ Radiologists,
operating in five facilities
http://datalab.unza.zm/bibcite/reference/37
“Enterprise Medical Imaging in the
Global South: Challenges and
Opportunities”
Ernest Obbie Zulu and Lighton Phiri
(IST-Africa 2022)
6/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Project Overview: Preliminary findings from
EMI project
● Health facility adoption and use of eHealth are more in
private- and military-owned health facilities
● Generally good awareness of potential of eHealth to make
healthcare service delivery more efficient
● Stakeholders in public health facilities desire and are willing
to accept use of eHealth
7/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Project Overview: Radiological Workflows in
Public Health Facilities in Zambia (1/2)
8/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Project Overview: Radiological Workflows in
Public Health Facilities in Zambia (2/2)
9/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Radiological Workflows Using Enterprise
Medical Imaging Strategies
https://wiki.ihe.net
10/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Towards a Useful and Interoperable PACS
Platform
https://wiki.ihe.net
11/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Medical Image Storage, Management and
Access (1/4)
12/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Medical Image Storage, Management and
Access (2/4)
● Inefficient image organisation
● Example: Optical discs originate
from University Teaching
Hospitals (UTHs)
○ COVID-19 studies
13/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Medical Image Storage, Management and
Access (3/4)
● Inefficient image
organisation
● Some medical images
are stored on external
hard drives
○ Medical images are
stored and organised
on generic filesystem
in hierarchical folder
structures
14/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Medical Image Storage, Management and
Access (4/4)
● Some medical images
are stored on external
hard drives
○ Medical images are
stored and organised
on generic filesystem
in hierarchical folder
structures
15/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (1/3)
● PACS platform implemented using
the Dicoogle open source PACS
archive software
○ Web-based, with the user interface
consisting of a management module
and a public end user interface
○ Configured to use the Lucene and
File Storage prerequisite plugins, for
facilitating indexing and querying of
DICOM file metadata and storage of
DICOM files
16/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (2/3)
● Standards-based platforms using international standards
● Interoperable with other systems used in health facilities
● Useful to key stakeholders involved in radiological
workshops: Physicians, Radiographers and Radiologists
17/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (3/3)
18/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (3/3)
19/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (3/3)
20/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (3/3)
21/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
PACS Implementation: Standards-Based,
Interoperable & Useful PACS Platforms (3/3)
22/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Conclusion and Future Work
● PACS platform anticipated to facilitate effective storage,
management and access of medical images
● PACS platform design can potentially be standards-based to
facilitate interoperability with current HMS
● Current and future work
○ Requirements elicitation to design a useful PACS platform
○ Usefulness and usability evaluation of PACS platform
○ Design and implementation of RIS platform
○ Feasibility of using artificial intelligence for semi-automated
interpretation of common pathologies
○ Interactions with key stakeholders: Ministry and Infratel
23/25
October 19–21 , 2022 1st
Zambia Digital Health Conference
Q & A Session
● Comments, concerns and complaints?
[1] Zulu, E.O., and Phiri, L. (2022). Enterprise Medical Imaging in the
Global South: Challenges and Opportunities. In Proceedings of
2022 IST-Africa Conference (IST-Africa 2022).
[2] Zulu, E.O. and Phiri, L. (2021). Enterprise Medical Imaging for
Streamlined Radiological Diagnosis in Zambian Public Health
Facilities. The University of Zambia.
[3] C. J. Roth, L. M. Lannum, and K. R. Persons, ‘A Foundation for
Enterprise Imaging: HIMSS-SIIM Collaborative White Paper’, J.
Digit. Imaging, vol. 29, no. 5, pp. 530–538, Oct. 2016, doi:
10.1007/s10278-016-9882-0. [Online]. Available:
https://doi.org/10.1007/s10278-016-9882-0
Bibliography
Enterprise Medical Imaging for
Improved Radiological Workflows in
Zambian Public Health Facilities
1
Adult Hospital, University Teaching Hospitals, ZAMBIA
2
DataLab Research Group, University of Zambia, ZAMBIA
Ernest Obbie Zulu1
Lighton Phiri2
1st
Zambia Digital Health Conference
October 19–21, 2022 | Lusaka, Zambia

More Related Content

PDF
Enterprise Medical Imaging in Public Health Facilities in Zambia: Towards a U...
Lighton Phiri
 
PDF
Enterprise Medical Imaging for Streamlined Radiological Diagnosis in Zambian...
Lighton Phiri
 
PDF
User Centred Design and Implementation of Useful Picture Archiving and Commun...
Lighton Phiri
 
PDF
Enterprise Medical Imaging in the Global South: Challenges and Opportunities
Lighton Phiri
 
PDF
Picture Archiving and Communication Systems (PACS) – A New Paradigm in Health...
Apollo Hospitals
 
PPTX
13.RECENT ADVANCEMENT IN RADIOLOGY WITH PACS by Ravindra Kumar.pptx
Ravindra Kumar
 
PDF
Diagnostic medical imaging
PostDICOM
 
PPT
Components And Workflow Of A Digital Radiology Department
Monief Eid,Prince2,Prosci, Lean Six Sigma &ITIL
 
Enterprise Medical Imaging in Public Health Facilities in Zambia: Towards a U...
Lighton Phiri
 
Enterprise Medical Imaging for Streamlined Radiological Diagnosis in Zambian...
Lighton Phiri
 
User Centred Design and Implementation of Useful Picture Archiving and Commun...
Lighton Phiri
 
Enterprise Medical Imaging in the Global South: Challenges and Opportunities
Lighton Phiri
 
Picture Archiving and Communication Systems (PACS) – A New Paradigm in Health...
Apollo Hospitals
 
13.RECENT ADVANCEMENT IN RADIOLOGY WITH PACS by Ravindra Kumar.pptx
Ravindra Kumar
 
Diagnostic medical imaging
PostDICOM
 
Components And Workflow Of A Digital Radiology Department
Monief Eid,Prince2,Prosci, Lean Six Sigma &ITIL
 

Similar to Enterprise Medical Imaging for Improved Radiological Workflows in Zambian Public Health Facilities (20)

PPTX
pacs picture archeving comunication system instrumentation
Darshan Reddy
 
PDF
Tteh.000540
CrimsonpublishersTTEH
 
PDF
Tteh.000540
CrimsonpublishersTTEH
 
PPTX
Picture Archiving and Communication Systems (PACS)
Tanveer Abbas
 
PPT
Why PACS is Modern Medicine?
tomograph_dp_ua
 
PDF
Νικόλαος Κουρεντζής, 8th MedTech Conference
Starttech Ventures
 
PPTX
PICTURE ARCHIVING AND COMMUNICATION SYSTEM.pptx
TanishGupta42
 
PPTX
PICTURE ARCHIVING AND COMMUNICATION SYSTEM.pptx
TanishKhandelwal2
 
PDF
A Comprehensive Overview of Picture Archiving and Communication Systems (PACS...
postdicomseo
 
PDF
Image-enabling the Enterprise: Filling the gap for EMR systems and optimizing...
Carestream
 
PPT
fundamentals-of-pacs (1).ppt
PriyeshKumar91
 
PDF
Power of PACS
Nancy Kuyumcu
 
PDF
Ots PACS Solutions for Hospitals
s_tareen
 
PDF
Health IT & Picture Archiving and Communication Systems
Rogier Van de Wetering, PhD
 
PDF
Avinashfinal
Dr. Kannan Srinivasan
 
PPTX
Social Networks and Collaborative Platforms for Data Sharing in Radiology
Erik R. Ranschaert, MD, PhD
 
PPTX
Pacs system
Mohamed Gamal
 
PDF
Seis hce imagen_final_english
Manuel Vegas Santiago
 
PDF
Montgomery General Hospital Achieves Success
guest9dfe8f9
 
PPT
Rati kiria / Philips
Rati Kiria
 
pacs picture archeving comunication system instrumentation
Darshan Reddy
 
Picture Archiving and Communication Systems (PACS)
Tanveer Abbas
 
Why PACS is Modern Medicine?
tomograph_dp_ua
 
Νικόλαος Κουρεντζής, 8th MedTech Conference
Starttech Ventures
 
PICTURE ARCHIVING AND COMMUNICATION SYSTEM.pptx
TanishGupta42
 
PICTURE ARCHIVING AND COMMUNICATION SYSTEM.pptx
TanishKhandelwal2
 
A Comprehensive Overview of Picture Archiving and Communication Systems (PACS...
postdicomseo
 
Image-enabling the Enterprise: Filling the gap for EMR systems and optimizing...
Carestream
 
fundamentals-of-pacs (1).ppt
PriyeshKumar91
 
Power of PACS
Nancy Kuyumcu
 
Ots PACS Solutions for Hospitals
s_tareen
 
Health IT & Picture Archiving and Communication Systems
Rogier Van de Wetering, PhD
 
Avinashfinal
Dr. Kannan Srinivasan
 
Social Networks and Collaborative Platforms for Data Sharing in Radiology
Erik R. Ranschaert, MD, PhD
 
Pacs system
Mohamed Gamal
 
Seis hce imagen_final_english
Manuel Vegas Santiago
 
Montgomery General Hospital Achieves Success
guest9dfe8f9
 
Rati kiria / Philips
Rati Kiria
 
Ad

More from Lighton Phiri (20)

PDF
Empirical Evaluation of ETD-ms Compliance for ETDs Harvested by the NDLTD Uni...
Lighton Phiri
 
PDF
Factors Influencing Co-Creation of Open Education Resources Using Learning Ob...
Lighton Phiri
 
PDF
Discovering Insight from Scholarly Research Output in Higher Educational Inst...
Lighton Phiri
 
PDF
DRGS OJS Training: Electronic Publishing Using Open Journal Systems
Lighton Phiri
 
PDF
OJS Training: Users and User Roles
Lighton Phiri
 
PDF
OJS Training: Journal Settings and Configuration
Lighton Phiri
 
PDF
OJS Training: Managing The Submission Process
Lighton Phiri
 
PDF
OJS Training: Creating and Managing Journal Issues
Lighton Phiri
 
PDF
Improved Discoverability of Digital Objects in Institutional Repositories Usi...
Lighton Phiri
 
PDF
Using Machine Learning Techniques for Solving Locally Relevant Problems
Lighton Phiri
 
PDF
Effective Ingestion of Digital Objects in Institutional Repositories Using Su...
Lighton Phiri
 
PDF
Institutional Repository Single Sources of Truth
Lighton Phiri
 
PDF
Improved Scholarly Communication Using Machine Learning
Lighton Phiri
 
PDF
Open Access Electronic Publishing for Increased Online Visibility: Tooling Ch...
Lighton Phiri
 
PDF
A Multi-Faceted Multi-Stakeholder Approach for Increased Visibility of ETDs i...
Lighton Phiri
 
PDF
A Multi-Faceted Multi-Stakeholder Approach for Increased Visibility of ETDs i...
Lighton Phiri
 
PDF
Post PhD Transition Experience: Successes and Challenges
Lighton Phiri
 
PDF
Technology-Enhanced Learning for Improved Quality of Teaching and Learning
Lighton Phiri
 
PDF
Research Visibility in the Global South: Towards Increased Online Visibility...
Lighton Phiri
 
PDF
Ph.D Research Proposal: Software Tools for Orchestration
Lighton Phiri
 
Empirical Evaluation of ETD-ms Compliance for ETDs Harvested by the NDLTD Uni...
Lighton Phiri
 
Factors Influencing Co-Creation of Open Education Resources Using Learning Ob...
Lighton Phiri
 
Discovering Insight from Scholarly Research Output in Higher Educational Inst...
Lighton Phiri
 
DRGS OJS Training: Electronic Publishing Using Open Journal Systems
Lighton Phiri
 
OJS Training: Users and User Roles
Lighton Phiri
 
OJS Training: Journal Settings and Configuration
Lighton Phiri
 
OJS Training: Managing The Submission Process
Lighton Phiri
 
OJS Training: Creating and Managing Journal Issues
Lighton Phiri
 
Improved Discoverability of Digital Objects in Institutional Repositories Usi...
Lighton Phiri
 
Using Machine Learning Techniques for Solving Locally Relevant Problems
Lighton Phiri
 
Effective Ingestion of Digital Objects in Institutional Repositories Using Su...
Lighton Phiri
 
Institutional Repository Single Sources of Truth
Lighton Phiri
 
Improved Scholarly Communication Using Machine Learning
Lighton Phiri
 
Open Access Electronic Publishing for Increased Online Visibility: Tooling Ch...
Lighton Phiri
 
A Multi-Faceted Multi-Stakeholder Approach for Increased Visibility of ETDs i...
Lighton Phiri
 
A Multi-Faceted Multi-Stakeholder Approach for Increased Visibility of ETDs i...
Lighton Phiri
 
Post PhD Transition Experience: Successes and Challenges
Lighton Phiri
 
Technology-Enhanced Learning for Improved Quality of Teaching and Learning
Lighton Phiri
 
Research Visibility in the Global South: Towards Increased Online Visibility...
Lighton Phiri
 
Ph.D Research Proposal: Software Tools for Orchestration
Lighton Phiri
 
Ad

Recently uploaded (20)

PPTX
Trends in pediatric nursing .pptx
AneetaSharma15
 
PDF
Study Material and notes for Women Empowerment
ComputerScienceSACWC
 
PPTX
How to Close Subscription in Odoo 18 - Odoo Slides
Celine George
 
PPTX
CDH. pptx
AneetaSharma15
 
PDF
2.Reshaping-Indias-Political-Map.ppt/pdf/8th class social science Exploring S...
Sandeep Swamy
 
PDF
Types of Literary Text: Poetry and Prose
kaelandreabibit
 
PDF
Health-The-Ultimate-Treasure (1).pdf/8th class science curiosity /samyans edu...
Sandeep Swamy
 
PPTX
PPTs-The Rise of Empiresghhhhhhhh (1).pptx
academysrusti114
 
PPTX
PREVENTIVE PEDIATRIC. pptx
AneetaSharma15
 
PPTX
Five Point Someone – Chetan Bhagat | Book Summary & Analysis by Bhupesh Kushwaha
Bhupesh Kushwaha
 
PPTX
Software Engineering BSC DS UNIT 1 .pptx
Dr. Pallawi Bulakh
 
PDF
Presentation of the MIPLM subject matter expert Erdem Kaya
MIPLM
 
DOCX
Unit 5: Speech-language and swallowing disorders
JELLA VISHNU DURGA PRASAD
 
PPTX
CONCEPT OF CHILD CARE. pptx
AneetaSharma15
 
PDF
The Picture of Dorian Gray summary and depiction
opaliyahemel
 
PPTX
family health care settings home visit - unit 6 - chn 1 - gnm 1st year.pptx
Priyanshu Anand
 
DOCX
SAROCES Action-Plan FOR ARAL PROGRAM IN DEPED
Levenmartlacuna1
 
PDF
RA 12028_ARAL_Orientation_Day-2-Sessions_v2.pdf
Seven De Los Reyes
 
PPTX
Tips Management in Odoo 18 POS - Odoo Slides
Celine George
 
PDF
PG-BPSDMP 2 TAHUN 2025PG-BPSDMP 2 TAHUN 2025.pdf
AshifaRamadhani
 
Trends in pediatric nursing .pptx
AneetaSharma15
 
Study Material and notes for Women Empowerment
ComputerScienceSACWC
 
How to Close Subscription in Odoo 18 - Odoo Slides
Celine George
 
CDH. pptx
AneetaSharma15
 
2.Reshaping-Indias-Political-Map.ppt/pdf/8th class social science Exploring S...
Sandeep Swamy
 
Types of Literary Text: Poetry and Prose
kaelandreabibit
 
Health-The-Ultimate-Treasure (1).pdf/8th class science curiosity /samyans edu...
Sandeep Swamy
 
PPTs-The Rise of Empiresghhhhhhhh (1).pptx
academysrusti114
 
PREVENTIVE PEDIATRIC. pptx
AneetaSharma15
 
Five Point Someone – Chetan Bhagat | Book Summary & Analysis by Bhupesh Kushwaha
Bhupesh Kushwaha
 
Software Engineering BSC DS UNIT 1 .pptx
Dr. Pallawi Bulakh
 
Presentation of the MIPLM subject matter expert Erdem Kaya
MIPLM
 
Unit 5: Speech-language and swallowing disorders
JELLA VISHNU DURGA PRASAD
 
CONCEPT OF CHILD CARE. pptx
AneetaSharma15
 
The Picture of Dorian Gray summary and depiction
opaliyahemel
 
family health care settings home visit - unit 6 - chn 1 - gnm 1st year.pptx
Priyanshu Anand
 
SAROCES Action-Plan FOR ARAL PROGRAM IN DEPED
Levenmartlacuna1
 
RA 12028_ARAL_Orientation_Day-2-Sessions_v2.pdf
Seven De Los Reyes
 
Tips Management in Odoo 18 POS - Odoo Slides
Celine George
 
PG-BPSDMP 2 TAHUN 2025PG-BPSDMP 2 TAHUN 2025.pdf
AshifaRamadhani
 

Enterprise Medical Imaging for Improved Radiological Workflows in Zambian Public Health Facilities

  • 1. Enterprise Medical Imaging for Improved Radiological Workflows in Zambian Public Health Facilities 1 Adult Hospital, University Teaching Hospitals, ZAMBIA 2 DataLab Research Group, University of Zambia, ZAMBIA Ernest Obbie Zulu1 Lighton Phiri2 1st Zambia Digital Health Conference October 19–21, 2022 | Lusaka, Zambia
  • 2. 2/25 October 19–21 , 2022 1st Zambia Digital Health Conference Outline ● Radiological Workflow ● Project Overview ● Zambia eHealth Strategy ● Methodology ● Medical Image Storage, Management and Access ● Prototype PACS Platform ● Conclusion & Future Work
  • 3. 3/25 October 19–21 , 2022 1st Zambia Digital Health Conference Radiological Workflows
  • 4. 4/25 October 19–21 , 2022 1st Zambia Digital Health Conference Project Overview: Health Sector in Zambia ● ~2815 health facilities ○ Government of the Republic of Zambia (GRZ), Military, Non-Governmental Organisations (NGO) and Private http://datalab.unza.zm/bibcite/reference/37 “Enterprise Medical Imaging in the Global South: Challenges and Opportunities” Ernest Obbie Zulu and Lighton Phiri (IST-Africa 2022)
  • 5. 5/25 October 19–21 , 2022 1st Zambia Digital Health Conference Project Overview: Health Sector in Zambia ● Our work focused on GRZ health facilities ○ 151 facilities classified as Level 1, 2 or 3 Hospitals ● Only 9 GRZ Radiologists, operating in five facilities http://datalab.unza.zm/bibcite/reference/37 “Enterprise Medical Imaging in the Global South: Challenges and Opportunities” Ernest Obbie Zulu and Lighton Phiri (IST-Africa 2022)
  • 6. 6/25 October 19–21 , 2022 1st Zambia Digital Health Conference Project Overview: Preliminary findings from EMI project ● Health facility adoption and use of eHealth are more in private- and military-owned health facilities ● Generally good awareness of potential of eHealth to make healthcare service delivery more efficient ● Stakeholders in public health facilities desire and are willing to accept use of eHealth
  • 7. 7/25 October 19–21 , 2022 1st Zambia Digital Health Conference Project Overview: Radiological Workflows in Public Health Facilities in Zambia (1/2)
  • 8. 8/25 October 19–21 , 2022 1st Zambia Digital Health Conference Project Overview: Radiological Workflows in Public Health Facilities in Zambia (2/2)
  • 9. 9/25 October 19–21 , 2022 1st Zambia Digital Health Conference Radiological Workflows Using Enterprise Medical Imaging Strategies https://wiki.ihe.net
  • 10. 10/25 October 19–21 , 2022 1st Zambia Digital Health Conference Towards a Useful and Interoperable PACS Platform https://wiki.ihe.net
  • 11. 11/25 October 19–21 , 2022 1st Zambia Digital Health Conference Medical Image Storage, Management and Access (1/4)
  • 12. 12/25 October 19–21 , 2022 1st Zambia Digital Health Conference Medical Image Storage, Management and Access (2/4) ● Inefficient image organisation ● Example: Optical discs originate from University Teaching Hospitals (UTHs) ○ COVID-19 studies
  • 13. 13/25 October 19–21 , 2022 1st Zambia Digital Health Conference Medical Image Storage, Management and Access (3/4) ● Inefficient image organisation ● Some medical images are stored on external hard drives ○ Medical images are stored and organised on generic filesystem in hierarchical folder structures
  • 14. 14/25 October 19–21 , 2022 1st Zambia Digital Health Conference Medical Image Storage, Management and Access (4/4) ● Some medical images are stored on external hard drives ○ Medical images are stored and organised on generic filesystem in hierarchical folder structures
  • 15. 15/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (1/3) ● PACS platform implemented using the Dicoogle open source PACS archive software ○ Web-based, with the user interface consisting of a management module and a public end user interface ○ Configured to use the Lucene and File Storage prerequisite plugins, for facilitating indexing and querying of DICOM file metadata and storage of DICOM files
  • 16. 16/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (2/3) ● Standards-based platforms using international standards ● Interoperable with other systems used in health facilities ● Useful to key stakeholders involved in radiological workshops: Physicians, Radiographers and Radiologists
  • 17. 17/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (3/3)
  • 18. 18/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (3/3)
  • 19. 19/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (3/3)
  • 20. 20/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (3/3)
  • 21. 21/25 October 19–21 , 2022 1st Zambia Digital Health Conference PACS Implementation: Standards-Based, Interoperable & Useful PACS Platforms (3/3)
  • 22. 22/25 October 19–21 , 2022 1st Zambia Digital Health Conference Conclusion and Future Work ● PACS platform anticipated to facilitate effective storage, management and access of medical images ● PACS platform design can potentially be standards-based to facilitate interoperability with current HMS ● Current and future work ○ Requirements elicitation to design a useful PACS platform ○ Usefulness and usability evaluation of PACS platform ○ Design and implementation of RIS platform ○ Feasibility of using artificial intelligence for semi-automated interpretation of common pathologies ○ Interactions with key stakeholders: Ministry and Infratel
  • 23. 23/25 October 19–21 , 2022 1st Zambia Digital Health Conference Q & A Session ● Comments, concerns and complaints?
  • 24. [1] Zulu, E.O., and Phiri, L. (2022). Enterprise Medical Imaging in the Global South: Challenges and Opportunities. In Proceedings of 2022 IST-Africa Conference (IST-Africa 2022). [2] Zulu, E.O. and Phiri, L. (2021). Enterprise Medical Imaging for Streamlined Radiological Diagnosis in Zambian Public Health Facilities. The University of Zambia. [3] C. J. Roth, L. M. Lannum, and K. R. Persons, ‘A Foundation for Enterprise Imaging: HIMSS-SIIM Collaborative White Paper’, J. Digit. Imaging, vol. 29, no. 5, pp. 530–538, Oct. 2016, doi: 10.1007/s10278-016-9882-0. [Online]. Available: https://doi.org/10.1007/s10278-016-9882-0 Bibliography
  • 25. Enterprise Medical Imaging for Improved Radiological Workflows in Zambian Public Health Facilities 1 Adult Hospital, University Teaching Hospitals, ZAMBIA 2 DataLab Research Group, University of Zambia, ZAMBIA Ernest Obbie Zulu1 Lighton Phiri2 1st Zambia Digital Health Conference October 19–21, 2022 | Lusaka, Zambia