-
1
-
-
0242664599
-
Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality
-
Bates DW, Kuperman GJ, Wang S, et al. Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality. J Am Med Inform Assoc 2003;10:523-30.
-
(2003)
J Am Med Inform Assoc
, vol.10
, pp. 523-530
-
-
Bates, D.W.1
Kuperman, G.J.2
Wang, S.3
-
2
-
-
33747863291
-
The veterans affairs healthcare system: a unique laboratory for observational and interventional research
-
Justice AC, Erdos J, Brandt C, et al. The veterans affairs healthcare system: a unique laboratory for observational and interventional research. Med Care 2006;44 (8 Suppl 2):S7-12.
-
(2006)
Med Care
, vol.44
, Issue.8 SUPPL 2
-
-
Justice, A.C.1
Erdos, J.2
Brandt, C.3
-
3
-
-
84957069814
-
Text Categorization With Support Vector Machines: Learning With Many Relevant Features
-
Joachims T. Text Categorization With Support Vector Machines: Learning With Many Relevant Features. Computer Science Department of the University of Dortmund;1998, Research Reports of the unit no. VIII (AI), Report 23. 137-42.
-
(1998)
Computer Science Department of the University of Dortmund
, pp. 137-142
-
-
Joachims, T.1
-
5
-
-
84856522978
-
-
UIMA. http://uima.apache.org/.
-
UIMA
-
-
-
7
-
-
0035752429
-
Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program
-
Aronson AR. Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program. Proc AMIA Symp 2001:17-21.
-
(2001)
Proc AMIA Symp
, pp. 17-21
-
-
Aronson, A.R.1
-
8
-
-
0029407395
-
Applicatons of machine learning and rule induction
-
Research Reports of the unit no. VIII (AI), Report 23
-
Langley P, Simon HA. Applicatons of machine learning and rule induction. Comm ACM 1995;38:55-64.
-
(1995)
Comm ACM
, vol.38
, pp. 55-64
-
-
Langley, P.1
Simon, H.A.2
-
10
-
-
77955291008
-
caTIES: a grid based system for coding and retrieval of surgical pathology reports and tissue specimens in support of translational research
-
Crowley RS, Castine M, Mitchell K, et al. caTIES: a grid based system for coding and retrieval of surgical pathology reports and tissue specimens in support of translational research. J Am Med Inform Assoc 2010;17:253-64.
-
(2010)
J Am Med Inform Assoc
, vol.17
, pp. 253-264
-
-
Crowley, R.S.1
Castine, M.2
Mitchell, K.3
-
11
-
-
70349473063
-
Automatically extracting cancer disease characteristics from pathology reports into a Disease Knowledge Representation Model
-
Coden A, Savova G, Sominsky I, et al. Automatically extracting cancer disease characteristics from pathology reports into a Disease Knowledge Representation Model. J Biomed Inform 2009;42:937-49.
-
(2009)
J Biomed Inform
, vol.42
, pp. 937-949
-
-
Coden, A.1
Savova, G.2
Sominsky, I.3
-
12
-
-
33748046130
-
Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural-language-processing system
-
Zeng QT, Goryachev S, Weiss S, et al. Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural-language-processing system. BMC Med Inform Decis Mak 2006;6:30.
-
(2006)
BMC Med Inform Decis Mak
, vol.6
, pp. 30
-
-
Zeng, Q.T.1
Goryachev, S.2
Weiss, S.3
-
13
-
-
78149490620
-
Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications
-
Savova GK, Masanz JJ, Ogren PV, et al. Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications. J Am Med Inform Assoc 2010;17:507-13.
-
(2010)
J Am Med Inform Assoc
, vol.17
, pp. 507-513
-
-
Savova, G.K.1
Masanz, J.J.2
Ogren, P.V.3
-
14
-
-
76749092270
-
The WEKA data mining software: an update
-
Mark H, Eibe F, Geoffrey H, et al. The WEKA data mining software: an update. SIGKDD Explor 2009;11:8.
-
(2009)
SIGKDD Explor
, vol.11
, pp. 8
-
-
Mark, H.1
Eibe, F.2
Geoffrey, H.3
-
15
-
-
36749096161
-
Mayo clinic NLP system for patient smoking status identification
-
Savova GK, Ogren PV, Duffy PH, et al. Mayo clinic NLP system for patient smoking status identification. J Am Med Inform Assoc 2008;15:25-8.
-
(2008)
J Am Med Inform Assoc
, vol.15
, pp. 25-28
-
-
Savova, G.K.1
Ogren, P.V.2
Duffy, P.H.3
-
16
-
-
71549152231
-
Classifying disease outbreak reports using n-grams and semantic features
-
Conway M, Doan S, Kawazoe A, et al. Classifying disease outbreak reports using n-grams and semantic features. Int J Med Inform 2009;78:E47-58.
-
(2009)
Int J Med Inform
, vol.78
-
-
Conway, M.1
Doan, S.2
Kawazoe, A.3
-
17
-
-
77958195980
-
Evaluation of a generalizable approach to clinical information retrieval using the automated retrieval console (ARC)
-
D'Avolio LW, Nguyen TM, Farwell WR, et al. Evaluation of a generalizable approach to clinical information retrieval using the automated retrieval console (ARC). J Am Med Inform Assoc 2010;17:375-82.
-
(2010)
J Am Med Inform Assoc
, vol.17
, pp. 375-382
-
-
D'Avolio, L.W.1
Nguyen, T.M.2
Farwell, W.R.3
-
18
-
-
0034567009
-
Medical text representations for inductive learning
-
Wilcox A, Hripcsak G. Medical text representations for inductive learning. Proc AMIA Symp 2000:923-7.
-
(2000)
Proc AMIA Symp
, pp. 923-927
-
-
Wilcox, A.1
Hripcsak, G.2
-
19
-
-
33747871058
-
Veterans Aging Cohort Study (VACS): Overview and description
-
Justice AC, Dombrowski E, Conigliaro J, et al. Veterans Aging Cohort Study (VACS): Overview and description. Med Care 2006;44(8 Suppl 2):S13-24.
-
(2006)
Med Care
, vol.44
, Issue.8 SUPPL 2
-
-
Justice, A.C.1
Dombrowski, E.2
Conigliaro, J.3
-
22
-
-
80053290526
-
A method to identify and confirm hepatic decompensation events in a Multicenter Cohort Study
-
In press
-
Lo Re III V, Bidwell GM, Lim JK, et al. A method to identify and confirm hepatic decompensation events in a Multicenter Cohort Study. Pharmacoepidemiology and Drug Safety. In press.
-
Pharmacoepidemiology and Drug Safety
-
-
Lo Re III, V.1
Bidwell, G.M.2
Lim, J.K.3
-
23
-
-
84856549156
-
-
LVG
-
LVG. http://lexsrv3.nlm.nih.gov/LexSysGroup/Projects/lvg/2010/index.html.
-
-
-
-
24
-
-
0035741485
-
A simple algorithm for identifying negated findings and diseases in discharge summaries
-
Chapman WW, Bridewell W, Hanbury P, et al. A simple algorithm for identifying negated findings and diseases in discharge summaries. J Biomed Inform 2001;34:301-10.
-
(2001)
J Biomed Inform
, vol.34
, pp. 301-310
-
-
Chapman, W.W.1
Bridewell, W.2
Hanbury, P.3
-
25
-
-
78650223257
-
-
openNLP MaxEnt. http://maxent.sourceforge.net/.
-
openNLP MaxEnt
-
-
-
26
-
-
78650599864
-
-
National Library of Medicine (accessed 19 May 2011)
-
National Library of Medicine. UMLS reference manual. http://www.ncbi.nlm.nih.gov/books/NBK9676/ (accessed 19 May 2011).
-
UMLS reference manual
-
-
-
28
-
-
84856548661
-
-
Hibernate
-
Hibernate. Inheritance Mapping. http://docs.jboss.org/hibernate/core/3.3/reference/en/html/inheritance.html.
-
Inheritance Mapping
-
-
-
29
-
-
0028461417
-
Automated learning of decision rules for text categorization
-
Apte C, Damerau F, Weiss SM. Automated learning of decision rules for text categorization. ACM Trans Inform Syst 1994;12:233-51.
-
(1994)
ACM Trans Inform Syst
, vol.12
, pp. 233-251
-
-
Apte, C.1
Damerau, F.2
Weiss, S.M.3
-
30
-
-
0003500248
-
-
San Francisco: Morgan Kaufmann Publishers, ISBN: 9781558602380
-
Quinlan JR. C4.5: Programs for Machine Learning. San Francisco: Morgan Kaufmann Publishers, 1993. ISBN: 9781558602380.
-
(1993)
C4.5: Programs for Machine Learning
-
-
Quinlan, J.R.1
-
31
-
-
0035478854
-
Random forests
-
Breiman L. Random forests. Mach Learn 2001;45:5-32.
-
(2001)
Mach Learn
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
32
-
-
67649342013
-
A text mining approach to the prediction of disease status from clinical discharge summaries
-
Yang H, Spasic I, Keane JA, et al. A text mining approach to the prediction of disease status from clinical discharge summaries. J Am Med Inform Assoc 2009;16:596-600.
-
(2009)
J Am Med Inform Assoc
, vol.16
, pp. 596-600
-
-
Yang, H.1
Spasic, I.2
Keane, J.A.3
-
33
-
-
78149487508
-
High accuracy information extraction of medication information from clinical notes: 2009 i2b2 medication extraction challenge
-
Patrick J, Li M. High accuracy information extraction of medication information from clinical notes: 2009 i2b2 medication extraction challenge. J Am Med Inform Assoc 2010;17:524-7.
-
(2010)
J Am Med Inform Assoc
, vol.17
, pp. 524-527
-
-
Patrick, J.1
Li, M.2
-
34
-
-
85105809948
-
Inductive learning algorithms and representations for text categorization
-
Bethesda, MD: ACM
-
Dumais S, Platt J, Heckerman D, et al. Inductive learning algorithms and representations for text categorization. Proceedings Of The Seventh International Conference On Information And Knowledge Management. Bethesda, MD: ACM, 1998:148-55.
-
(1998)
Proceedings Of The Seventh International Conference On Information And Knowledge Management
, pp. 148-155
-
-
Dumais, S.1
Platt, J.2
Heckerman, D.3
-
36
-
-
33847640080
-
Temporal reasoning with medical datada review with emphasis on medical natural language processing
-
Zhou L, Hripcsak G. Temporal reasoning with medical datada review with emphasis on medical natural language processing. J Biomed Inform 2007;40:183-202.
-
(2007)
J Biomed Inform
, vol.40
, pp. 183-202
-
-
Zhou, L.1
Hripcsak, G.2
-
38
-
-
70349440815
-
Rule-based information extraction from patients' clinical data
-
Mykowiecka A, Marciniak M, Kupść A. Rule-based information extraction from patients' clinical data. J Biomed Inform 2009;42:923-36.
-
(2009)
J Biomed Inform
, vol.42
, pp. 923-936
-
-
Mykowiecka, A.1
Marciniak, M.2
Kupść, A.3
-
39
-
-
79951501657
-
Towards temporal relation discovery from the clinical narrative
-
Savova G, Bethard S, Styler W, et al. Towards temporal relation discovery from the clinical narrative. AMIA Annu Symp Proc 2009;2009:568-72.
-
(2009)
AMIA Annu Symp Proc
, vol.2009
, pp. 568-572
-
-
Savova, G.1
Bethard, S.2
Styler, W.3
-
40
-
-
0034567517
-
MedSynDiKATeddesign considerations for an ontology-based medical text understanding system
-
Hahn U, Romacker M, Schulz S. MedSynDiKATeddesign considerations for an ontology-based medical text understanding system. Proc AMIA Symp 2000:330-4.
-
(2000)
Proc AMIA Symp
, pp. 330-334
-
-
Hahn, U.1
Romacker, M.2
Schulz, S.3
-
41
-
-
70349466623
-
Building a semantically annotated corpus of clinical texts
-
Roberts A, Gaizauskas R, Hepple M, et al. Building a semantically annotated corpus of clinical texts. J Biomed Inform 2009;42:950-66.
-
(2009)
J Biomed Inform
, vol.42
, pp. 950-966
-
-
Roberts, A.1
Gaizauskas, R.2
Hepple, M.3
-
42
-
-
0037634427
-
The role of domain knowledge in automating medical text report classification
-
Wilcox AB, Hripcsak G. The role of domain knowledge in automating medical text report classification. J Am Med Inform Assoc 2003;10:330-8.
-
(2003)
J Am Med Inform Assoc
, vol.10
, pp. 330-338
-
-
Wilcox, A.B.1
Hripcsak, G.2
|