----- Original Message -----
From: "Bob Welch" <[EMAIL PROTECTED]>
To: <[EMAIL PROTECTED]>
Sent: Monday, October 28, 2002 9:42 AM
Subject: [UAI] Bayesian networks for cancer
> I am compiling a list of Bayesian networks applied to cancer. I would
> appreciate receiving references to literature, the current owner of the
> network, and contacts if known. If you wish. you may contact me directly
at
> [EMAIL PROTECTED] . Thanks.
>
> Bob Welch.
Below is a summary of responses to my request. Thanks to all contributors.
Bob Welch
iPeaksData Corporation voice&fax: 303-494-2053
2530 Woodstock Place e-mail: [EMAIL PROTECTED]
Boulder CO 80305-6201 web: www.ipeaksdata.com
Bayesian networks for a cancer application
disease Bayes Net name url / article reference owner/developer
MS Access data base for 130 Knowledge-based Systems in
Medicine http://www.mi.uni-hd.de/research/dss/psm/WBS_MED.mdb
http://www.mi.uni-hd.de/research/dss/psm/WBS_MED.zip unknown
general diagnosis in internal medicine INTERNIST M A Shwe and B
Middleton and David E Heckerman and Max Henrion and Eric J Horvitz and H P
Lehmann and G F Cooper, 1991, "Probabilistic Diagnosis using a reformulation
of the INTERNIST Knowledge Base: I. The probabilistic model and inference
algorithms", Methods of Information in Medicine, 30, 241-255 Univ of
Pittsburgh
lymph node pathology Pathfinder ftp.research.microsoft.com/pub/mlas/pf
D. Heckerman and E. Horvitz and B. Nathwani "Toward normative expert
systems: Part I. The Pathfinder project, and Part II.
Probability-based representations for efficient knowledge acquisition
and inference", Methods of Information in Medicine, (1992, 31) 90 -
116
David Heckerman
A version of Pathfinder also goes by the name Intellipath; status is
unknown
Liver disorders Hepar see references in
Agnieszka Onisko, Peter Luvas, and Marek Druzdzel, "Comparison of
Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems,"
in AIME 2001, LNAI 2101, Springer-Verlag, pp 283-292.
Univ Pittsburgh (?)
Prostate Cancer PROSTANET http://www.inf-cr.uclm.es/www/clacave
Carmen Lacave, "Explanation in Bayesian networks. Medical applications
(PhD Thesis), Dept. Artificial Intelligence, UNED, Spain, 2002.
[EMAIL PROTECTED]
non-Hodgkin lymphoma of the stomach
http://www.cs.kun.nl/~peterl/mim.pdf
P.J.F. Lucas, H. Boot and B.G. Taal (1998).
Computer-based decision-support in the management of primary
gastric non-Hodgkin lymphoma. \emph{Methods of Information in
Medicine}, {\bf 37}: 206--219 Peter Lucas
[EMAIL PROTECTED]
nasopharyngeal cancer NasoNet
http://www.ia.uned.es/~seve/publicaciones.html
"NasoNet, modeling the spread of nasopharyngeal cancer with
networks of probabilistic events in discrete time"
S.F. Gal�n, F. Aguado, F.J. D�ez, and J. Mira
Artificial Intelligence in Medicine, 25(3):247-264, 2002 Severino
Fern�ndez Gal�n mailto:seve@;dia.uned.es
breast cancer BN for Mamography
http://www-smi.stanford.edu/pubs/SMI_Reports/SMI-2001-0867.pdf
Elizabeth Burnside MD, MPH, Daniel Rubin MD, Ross Shachter PhD A
Bayesian Network for Mammography, Stanford University Medical Informatics
report SMI-2001-0867, 2001. Stanford Univ (?)
breast cancer Mammonet http://www.mcw.edu/midas/mammo.html
Linda M. Roberts, Charles E. Kahn, Jr., Peter Haddawy, "Development of
a Bayesian Network for Diagnosis of Breast Cancer", Working Notes of the
IJCAI Workshop on Building Probabilistic Networks, August, 1995.
Linda M. Roberts SekoliSystems www.sekolisystems.com
ovarian cancer
P. Antal, H. Verrelst, D. Timmerman, S. Van Huffel, B. de Moor,
I. Vergote, "Bayesian Networks in Ovarian Cancer Diagnosis: Potentials
and Limitations", 13th IEEE Symposium on Computer-Based Medical
Systems (CBMS'00) (?)
