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Hamish S. F. Fraser

Hamish S. Fraser – Hamish Fraser 0001

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affiliation: Brown University, Brown Center for Biomedical Informatics, Providence, RI, USA

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Journal Articles

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2025
[j17]
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Elizabeth Campbell, Oliver J. Bear Don't Walk IV, Hamish S. F. Fraser, Judy Gichoya, Kavishwar B. Wagholikar, Andrew S. Kanter, Felix Holl, Sansanee Craig:
Principles and implementation strategies for equitable and representative academic partnerships in global health informatics research. J. Am. Medical Informatics Assoc. 32(5): 958-963 (2025)
2023
[j16]
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Hamish S. F. Fraser, Keyana Zahiri, Nicole Kim, Chloe Kim, Sansanee Craig:
The Global Health Informatics landscape and JAMIA. J. Am. Medical Informatics Assoc. 30(4): 775-780 (2023)
2022
[j15]
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Eric Bai, Sophia L. Song, Hamish S. F. Fraser, Megan L. Ranney:
A Graphical Toolkit for Longitudinal Dataset Maintenance and Predictive Model Training in Health Care. Appl. Clin. Inform. 13(1): 56-66 (2022)
2020
[j14]
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Naomi Muinga, Steve Magare, Jonathan Monda, Mike English, Hamish Fraser, John A. Powell, Chris Paton:
Digital health Systems in Kenyan Public Hospitals: a mixed-methods survey. BMC Medical Informatics Decis. Mak. 20(1): 2 (2020)
[j13]
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Dea Indria, Mohannad Alajlani, Hamish S. F. Fraser:
Clinicians perceptions of a telemedicine system: a mixed method study of Makassar City, Indonesia. BMC Medical Informatics Decis. Mak. 20(1): 233 (2020)
2018
[j12]
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Oscar O. Agoro, Sarah W. Kibira, Jenny V. Freeman, Hamish S. F. Fraser:
Barriers to the success of an electronic pharmacovigilance reporting system in Kenya: an evaluation three years post implementation. J. Am. Medical Informatics Assoc. 25(6): 627-634 (2018)
2012
[j11]
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Marc Mitchell, Bethany L. Hedt, Ingrid Eshun-Wilson, Hamish S. F. Fraser, Melanie-Anne John, Colin Menezes, Martin P. Grobusch, Jonathan Jackson, Jantjie Taljaard, Neal Lesh:
Electronic decision protocols for ART patient triaging to expand access to HIV treatment in South Africa: A cross sectional study for development and validation. Int. J. Medical Informatics 81(3): 166-172 (2012)
[j10]
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Hamish S. F. Fraser, David Thomas, Juan Tomaylla, Nadia Garcia, Leonid Lecca, Megan Murray, Mercedes C. Becerra:
Adaptation of a web-based, open source electronic medical record system platform to support a large study of tuberculosis epidemiology. BMC Medical Informatics Decis. Mak. 12: 125 (2012)
2011
[j9]
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Joaquin A. Blaya, Sonya S. Shin, Carmen Contreras, Gloria Yale, Carmen Suares, Luis Asencios, Jihoon Kim, Pablo Rodriguez, Peter Cegielski, Hamish S. F. Fraser:
Full impact of laboratory information system requires direct use by clinical staff: cluster randomized controlled trial. J. Am. Medical Informatics Assoc. 18(1): 11-16 (2011)
2009
[j8]
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Christopher J. Seebregts, Burke W. Mamlin, Paul G. Biondich, Hamish S. F. Fraser, Benjamin A. Wolfe, Darius Jazayeri, Christian Allen, Justin Miranda, Elaine Baker, Nicholas Musinguzi, Daniel Kayiwa, Carl Fourie, Neal Lesh, Andrew S. Kanter, Constantin T. Yiannoutsos, Christopher Bailey:
The OpenMRS Implementers Network. Int. J. Medical Informatics 78(11): 711-720 (2009)
2007
[j7]
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Joaquin A. Blaya, Sonya S. Shin, Martin J. A. Yagui, Gloria Yale, Carmen Z. Suarez, Luis Asencios, Peter Cegielski, Hamish S. F. Fraser:
A web-based laboratory information system to improve quality of care of tuberculosis patients in Peru: functional requirements, implementation and usage statistics. BMC Medical Informatics Decis. Mak. 7: 33 (2007)
2004
[j6]
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Agnieszka Szot, Francine L. Jacobson, Samson Munn, Darius Jazayeri, Edward Nardell, David Harrison, Ralph Drosten, Lucila Ohno-Machado, Laura M. Smeaton, Hamish S. F. Fraser:
Diagnostic accuracy of chest X-rays acquired using a digital camera for low-cost teleradiology. Int. J. Medical Informatics 73(1): 65-73 (2004)
2003
[j5]
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Hamish S. F. Fraser, William J. Long, Shapur Naimi:
Research Paper: Evaluation of a Cardiac Diagnostic Program in a Typical Clinical Setting. J. Am. Medical Informatics Assoc. 10(4): 373-381 (2003)
2002
[j4]
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William B. Lober, Bryant Thomas Karras, Michael M. Wagner, J. Marc Overhage, Arthur J. Davidson, Hamish Fraser, Lisa J. Trigg, Kenneth D. Mandl, Jeremy U. Espino, Fu-Chiang Tsui:
Review Paper: Roundtable on Bioterrorism Detection: Information System-based Surveillance. J. Am. Medical Informatics Assoc. 9(2): 105-115 (2002)
2001
[j3]
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Samuel J. Wang, Lucila Ohno-Machado, Hamish S. F. Fraser, R. Lee Kennedy:
Using patient-reportable clinical history factors to predict myocardial infarction. Comput. Biol. Medicine 31(1): 1-13 (2001)
2000
[j2]
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Milos Hauskrecht, Hamish S. F. Fraser:
Planning treatment of ischemic heart disease with partially observable Markov decision processes. Artif. Intell. Medicine 18(3): 221-244 (2000)
1997
[j1]
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William J. Long, Hamish S. F. Fraser, Shapur Naimi:
Reasoning requirements for diagnosis of heart disease. Artif. Intell. Medicine 10(1): 5-24 (1997)

Conference and Workshop Papers

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2023
[c55]
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Beth Bock, Hamish Fraser, Jordan M. Braciszewski, Rochelle K. Rosen:
Introduction to the Minitrack on Social Media and Healthcare Technology. HICSS 2023: 3336-3337
[c54]
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Chris Paton, Pamod Amarakoon, Jørn Braa, Shinji Kobayashi, Alvin Marcelo, Tom Kane, Hamish S. F. Fraser, Terry Hannan:
Open Source Software in Healthcare: International Case Series from the IMIA Open Source Working Group. MedInfo 2023: 1266-1270
[c53]
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Taiwo Adedeji, Haythem Nakkas, Hamish Fraser, Philip J. Scott:
Barriers, Priorities and Lessons Learned in Achieving Electronic Health Records Interoperability in Low- and Middle-Income Countries: Workshop Findings. MIE 2023: 388-389
2022
[c52]
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Rochelle K. Rosen, Beth Bock, Hamish Fraser:
Introduction to the Minitrack on Socia Media and Healthcare Technology. HICSS 2022: 1-2
2021
[c51]
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Katherine A. Brown, Hamish S. Fraser:
How accurate is the Isabel diagnostic decision support system with patients presenting with acute symptoms of heart disease? AMIA 2021
2019
[c50]
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Hamish S. Fraser:
Evaluating the performance of a general diagnostic decision support system on case data from urgent cardiology admissions. AMIA 2019
[c49]
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Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser:
DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. ICTIR 2019: 141-144
2018
[c48]
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  - conf/amia/QuintanaBFKH18
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Yuri Quintana, Paul G. Biondich, Hamish S. F. Fraser, Andrew S. Kanter, John H. Holmes:
Implementation Science for Global Health Informatics Projects. AMIA 2018
2016
[c47]
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Theresa Cullen, Paul G. Biondich, Burke W. Mamlin, Judy W. Gichoya, Hamish S. F. Fraser:
The OpenMRS Community's Experience: A Decade of Developing and Implementing Medical Record Systems Within Constraint. AMIA 2016
2015
[c46]
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Jonathan M. Teich, Hamish S. F. Fraser, Eric Perakslis, Shefali Oza, Darius Jazayeri:
Rapid Development and Implementation of Critical Information Systems for Ebola Treatment Centres in West Africa: Lessons for Future Events. AMIA 2015
[c45]
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Darius Jazayeri, Shefali Oza, Glauber Ramos, Hamish Fraser, Jonathan M. Teich, Andrew S. Kanter, Ellen Ball:
Design and development of an EMR for Ebola Treatment Centers in Sierra Leone using OpenMRS. MedInfo 2015: 916
2013
[c44]
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  - conf/amia/GrannisDLKF13
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Shaun J. Grannis, Brian E. Dixon, Siaw-Teng Liaw, Michael G. Kahn, Hamish Fraser:
How Fit is Electronic Health Data for its Intended Uses? Exploring Data Quality across Clinical, Public Health, and Research Use Cases. AMIA 2013
[c43]
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Gilbert Uwayezu, Christian Munyaburanga, Richard Gakuba, Hamish Fraser:
National roll out of the Rwanda OpenMRS electronic medical record to improve healthcare delivery. AMIA 2013
[c42]
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Hamish S. F. Fraser, Ali Habib, Mark Goodrich, David Thomas, Joaquin A. Blaya, Joseph Reginald Fils-Aime, Darius Jazayeri, Michael Seaton, Aamir J. Khan, Sharon S. Choi, Foster Kerrison, Dennis Falzon, Mercedes C. Becerra:
E-Health Systems for Management of MDR-TB in Resource-Poor Environments: A Decade of Experience and Recommendations for Future Work. MedInfo 2013: 627-631
[c41]
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Nicolette de Keizer, Michael Rigby, Elske Ammenwerth, Jan L. Talmon, Pirkko Nykänen, Siobhan Melia, Hamish Fraser, Tom Oluoch:
Evaluation and Evidence: Applying Guidelines for Health IT Evaluation in Developed and Developing Countries. MedInfo 2013: 1251
2012
[c40]
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  - conf/amia/BallWEJJNF12
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Ellen Ball, Evan Waters, Brittany Eddy, Jean-Gregory Jerome, Thierry Jean-Paul, Christian Neumann, Hamish Fraser:
Clinically Relevant Coded Diagnoses for Developing Countries. AMIA 2012
2010
[c39]
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Evan Waters, Jeff Rafter, Gerald P. Douglas, Mwatha Bwanali, Darius Jazayeri, Hamish S. F. Fraser:
Experience Implementing a Point-of-Care Electronic Medical Record System for Primary Care in Malawi. MedInfo 2010: 96-100
[c38]
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  - conf/medinfo/AmorosoAWF10
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Cheryl L. Amoroso, Benjamin Akimana, Benjamin Wise, Hamish S. F. Fraser:
Using Electronic Medical Records for HIV Care in Rural Rwanda. MedInfo 2010: 337-341
[c37]
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Rowan P. Seymour, Amy Tang, John DeRiggi, Christian Munyaburanga, Rita Cuckovitch, Patrick Nyirishema, Hamish S. F. Fraser:
Training Software Developers for Electronic Medical Records in Rwanda. MedInfo 2010: 585-589
2007
[c36]
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Elisabeth J. Berger, Darius Jazayeri, Marcel Sauveur, Jean Joel Manasse, Inel Plancher, Marquise Fiefe, Guerline Laurat, Samahel Joseph, Kathryn Kempton, Hamish S. F. Fraser:
Implementation and evaluation of a web based system for pharmacy stock management in rural Haiti. AMIA 2007
[c35]
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Christian Allen, Darius Jazayeri, Justin Miranda, Paul G. Biondich, Burke W. Mamlin, Benjamin A. Wolfe, Chris Seebregts, Neal Lesh, William M. Tierney, Hamish S. F. Fraser:
Experience in Implementing the OpenMRS Medical Record System to Support HIV Treatment in Rwanda. MedInfo 2007: 382-386
[c34]
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Joaquin A. Blaya, Sonya S. Shin, Martin J. A. Yagui, Luis Asencios, Javier Vargas, Carmen Suares, Gloria Yale, Hamish S. F. Fraser:
Implementing and Evaluating a Laboratory Information System to Optimize the Treatment of Tuberculosis Patients in Peru. MedInfo 2007: 1457
2006
[c33]
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Christian Allen, Patrick Manyika, Darius Jazayeri, Michael Rich, Neal Lesh, Hamish Fraser:
Rapid deployment of electronic medical records for ARV rollout in rural Rwanda. AMIA 2006
[c32]
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Joaquin A. Blaya, Hamish S. F. Fraser:
Development, implementation and preliminary study of a PDA-based bacteriology collection system. AMIA 2006
[c31]
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Hamish S. F. Fraser, Joaquin A. Blaya, Sharon S. Choi, Cesar Bonilla, Darius Jazayeri:
Evaluating the impact and costs of deploying an electronic medical record system to support TB treatment in Peru. AMIA 2006
[c30]
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Hamish Fraser, Sharon S. Choi, Maricar Galipot, Darius Jazayeri, Nellie Mangubat:
Successful transfer of a Web-based TB medical record from Peru to the Philippines. AMIA 2006
[c29]
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Burke W. Mamlin, Paul G. Biondich, Benjamin A. Wolfe, Hamish Fraser, Darius Jazayeri, Christian Allen, Justin Miranda, William M. Tierney:
Cooking Up An Open Source EMR For Developing Countries: OpenMRS - A Recipe For Successful Collaboration. AMIA 2006
[c28]
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Benjamin A. Wolfe, Burke W. Mamlin, Paul G. Biondich, Hamish S. F. Fraser, Darius Jazayeri, Christian Allen, Justin Miranda, William M. Tierney:
The OpenMRS System: Collaborating Toward an Open Source EMR for Developing Countries. AMIA 2006
2005
[c27]
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Sharon S. Choi, Darius Jazayeri, Hamish S. F. Fraser:
Optimizing data analysis tools to support healthcare workers in Peru. AMIA 2005
2004
[c26]
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Sharon S. Choi, Darius G. Jazayeri, Carole D. Mitnick, Katiuska Chalco, Jaime Bayona, Hamish S. F. Fraser:
Implementation and Initial Evaluation of a Web-based Nurse Order Entry System for Multidrug-Resistant Tuberculosis Patients in Peru. MedInfo 2004: 202-206
2003
[c25]
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Darius Jazayeri, Paul Farmer, Patrice Nevil, Joia S. Mukherjee, Fernet Leandre, Hamish S. F. Fraser:
An Electronic medical record system to support HIV treatment in rural Haiti. AMIA 2003
2002
[c24]
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Hamish S. F. Fraser, Darius Jazayeri, Carole D. Mitnick, Joia S. Mukherjee, Jaime Bayona:
Informatics tools to monitor progress and outcomes of patients with drug resistant tuberculosis in Peru. AMIA 2002
[c23]
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Lucila Ohno-Machado, Heimar F. Marin, Eduardo P. Marques, Eduardo Massad, Marivan S. Abrahao, Hamish S. F. Fraser:
Training in Medical Informatics in Northeastern Brazil. AMIA 2002
[c22]
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  - conf/amia/SzotJJOSF02
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Agnieszka Szot, Darius Jazayeri, Francine L. Jacobson, Lucila Ohno-Machado, Laura M. Smeaton, Hamish Fraser:
Evaluation of the Diagnostic Accuracy of Chest X-rays Acquired Using a Digital Camera for Low-cost Teleradiology. AMIA 2002
[c21]
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  - conf/amia/YasinCF02
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Zayed Yasin, Sharon S. Choi, Hamish S. F. Fraser:
Improving Access to TB Medical Records in Remote Clinics in Peru Using a Personal Digital Assistant Based Application. AMIA 2002
2001
[c20]
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  - conf/amia/AnantramanWFMMMO01
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Vishwanath Anantraman, Griffin M. Weber, Hamish Fraser, Heimar F. Marin, Eduardo P. Marques, Eduardo Massad, Lucila Ohno-Machado:
International Training in Medical Informatics: The Second Year of the Brazil/USA Project. AMIA 2001
[c19]
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  - conf/amia/FraserLNJDSK01
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Hamish Fraser, Libby Levison, Michael Nikiforov, Darius Jazayeri, Candy Day, Peter Szolovits, Jim Y. Kim:
Informatics Support for the Management of Drug Resistant Tuberculosis in Peru and Russia. AMIA 2001
[c18]
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Hamish S. F. Fraser, Darius Jazayeri, Lech Bannach, Peter Szolovits, St John D. McGrath:
TeleMedMail: Free Software to Facilitate Telemedicine in Developing Countries. MedInfo 2001: 815-819
2000
[c17]
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  - conf/amia/FraserJSM00
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Hamish S. F. Fraser, Darius Jazayeri, Peter Szolovits, St John D. McGrath:
Appropriate Technology for Telemedicine in Developing Countries. AMIA 2000
[c16]
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Hamish Fraser, Shapur Naimi, William J. Long:
New approaches to measuring the performance of programs that generate differential diagnoses using ROC curves and other metrics. AMIA 2000
[c15]
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  - conf/amia/LongFNPCK00
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William J. Long, Hamish Fraser, Shapur Naimi, Kathleen Perry, Linda Cotter, Marvin A. Konstam:
Developing a Program for Tracking Heart Failure. AMIA 2000
[c14]
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  - conf/amia/Ohno-MachadoBFGKMMMRRSS00
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Lucila Ohno-Machado, Aziz A. Boxwala, Hamish Fraser, Robert A. Greenes, Isaac S. Kohane, Heimar F. Marin, Eduardo P. Marques, Eduardo Massad, Beatriz H. Rocha, Roberto A. Rocha, Laura M. Smeaton, Peter Szolovits:
First Steps Towards Implementing an International Training Program in Medical Informatics: The Brazil/USA Project. AMIA 2000
1999
[c13]
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Hamish S. F. Fraser, William J. Long:
CompareDx: a Software Toolkit for Measuring the Performance of Programs that Generate Multiple Diagnoses. AMIA 1999
[c12]
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Hamish S. F. Fraser, William J. Long, Shapur Naimi:
Evaluating a Decision Support System Using the Web. AMIA 1999
[c11]
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  - conf/amia/FraserOCSN99
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Hamish S. F. Fraser, Lucila Ohno-Machado, Vincent Carey, Gregory Sharp, Shapur Naimi:
Evaluation of Guidelines to Help Patients Recognize Myocardial Infarction. AMIA 1999
[c10]
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William J. Long, Hamish Fraser, Shapur Naimi:
The Heart Disease Program: Assisting Diagnosis. AMIA 1999
[c9]
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Gregory Sharp, Lucila Ohno-Machado, Hamish Fraser:
The C-Index as a Selection Tool in Decision Tree Construction: An Example in Myocardial Infarction. AMIA 1999
1998
[c8]
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Hamish S. F. Fraser, William J. Long, Shapur Naimi:
Differential diagnoses of the heart disease program have better sensitivity than resident physicians. AMIA 1998
[c7]
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  - conf/amia/HauskrechtF98
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Milos Hauskrecht, Hamish Fraser:
Modeling treatment of ischemic heart disease with partially observable Markov decision processes. AMIA 1998
[c6]
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  - conf/amia/LongFN98
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William J. Long, Hamish Fraser, Shapur Naimi:
Interfacing the Heart Disease Program to Coded Data. AMIA 1998
[c5]
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  - conf/amia/Ohno-MachadoFO98
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Lucila Ohno-Machado, Hamish S. F. Fraser, Aleksander Øhrn:
Improving machine learning performance by removing redundant cases in medical data sets. AMIA 1998
[c4]
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  - conf/medinfo/TsienFLK98
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Christine L. Tsien, Hamish S. F. Fraser, William J. Long, R. Lee Kennedy:
Using Classification Tree and Logistic Regression Methods to Diagnose Myocardial Infarction. MedInfo 1998: 493-497
[c3]
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Christine L. Tsien, Hamish S. F. Fraser, Isaac S. Kohane:
LRTree: A Hybrid technique for Classifying Myocardial Infarction Data Containing Unknown Attribute Values. PAKDD 1998: 409-411
1997
[c2]
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Hamish S. F. Fraser, William J. Long, Shapur Naimi:
Comparing Complex Diagnoses: A Formative Evaluation of the Heart Disease Program. AMIA 1997
[c1]
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William J. Long, Hamish Fraser, Shapur Naimi, James E. Stahl:
Collecting and Interpreting Temporal Data in an Expert System. AMIA 1997

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2024
[i3]
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  - journals/corr/abs-2410-22481
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Arman Oganisian, Joseph W. Hogan, Edwin Sang, Allison DeLong, Ben Mosong, Hamish Fraser, Ann Mwangi:
Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information. CoRR abs/2410.22481 (2024)
2020
[i2]
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  - journals/corr/abs-2006-13721
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Cindy Li, Elizabeth Chen, Guergana Savova, Hamish Fraser, Carsten Eickhoff:
Mining Misdiagnosis Patterns from Biomedical Literature. CoRR abs/2006.13721 (2020)
2019
[i1]
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Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser:
DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. CoRR abs/1908.08581 (2019)

Coauthor Index

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