@incollection{,
	
					
					
					0DE9369292B5E7B4CA6D2F6E9F538714
				,
	author={{Abd  Mohammad Aly AbdElrazek} and {HamdyMahfouz} and {Al-Azhar university}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}131014
}

@incollection{b0,
	
	
		,
	title={{Reductions in 28-day mortality following hospital admission for upper gastrointestinal hemorrhage}}
		,
	author={{
			CCrooks
		} and {
			TCard
		} and {
			JWest
		}}
		
		
	
	
		,
	journal={{Gastroenterology}}
		
			141
			62
			,
	year={2011}
		
	

}

@incollection{b1,
	
	
		,
	title={{Detection of Risky Esophageal varices by 2D U/S: when to perform Endoscopy}}
		,
	author={{
			AbdEl Razek
		}}
	
	
		,
	journal={{Am J Med Sci}}
		
			,
	year={2012 Dec 21}
		
	
	,
	note={Epub ahead of print}

}

@incollection{b2,
	
	
		,
	title={{A survey of current work in biomedical text mining}}
		,
	author={{
			AMCohen
		} and {
			WRHersh
		}}
		
	
	
		,
	journal={{Briefings in Bioinformatics}}
		
			6
			
			,
	year={2005}
		
	

}

@incollection{b3,
	
	
		,
	title={{A nationwide study of mortality associated with hospital admission due to severe gastrointestinal events and those associated with nonsteroidal antiinflammatory drug use}}
		,
	author={{
			ALanas
		} and {
			MAPerez-Aisa
		} and {
			FFeu
		}}
		
		
	
	
		,
	journal={{Am J Gastroenterol}}
		
			100
			1685
			,
	year={2005}
		
	

}

@incollection{b4,
	
	
		,
	title={{Association of aspirin use with major bleeding in patients with and without diabetes}}
		,
	author={{
			DeBerardis
		} and {
			GLucisano
		} and {
			G
		} and {
			D'ettorre
		} and {
			A
		}}
		
		
		
		
	
	
		,
	journal={{JAMA}}
		
			307
			2286
			,
	year={2012}
		
	

}

@incollection{b5,
	
	
		,
	title={{A prospective characterization of upper gastrointestinal hemorrhage presenting with hematochezia}}
		,
	author={{
			CMWilcox
		} and {
			LNAlexander
		} and {
			GCotsonis
		}}
		
		
	
	
		,
	journal={{Am J Gastroenterol}}
		
			92
			231
			,
	year={1997}
		
	

}

@incollection{b6,
	
	
		,
	title={{The hematocrit level in upper gastrointestinal hemorrhage: safety of endoscopy and outcomes}}
		,
	author={{
			VBalderas
		} and {
			RBhore
		} and {
			LFLara
		}}
		
		
	
	
		,
	journal={{Am J Med}}
		
			124
			970
			,
	year={2011}
		
	

}

@book{b7,
	
	
		,
	title={{Self-organizing maps}}
		,
	author={{
			TKohonen
		}}
		
			,
	year={2001}
			,
	publisher={Springer}
			,
	address={Berlin}
		
	

}

@incollection{b8,
	
	
		,
	title={{PVC discrimination using the QRS power spectrum and self-organizing maps}}
		,
	author={{
			MLTalbi
		} and {
			ACharef
		}}
		
		10.1016/j.cmpb.2008.12.009
	
	
		,
	journal={{Comput Methods Programs Biomed}}
		
			94
			
			,
	year={2009}
		
	

}

@incollection{b9,
	
	
		,
	title={{Community health assessment using self-organizing maps and geographic information systems}}
		,
	author={{
			HGBasara
		} and {
			MYuan
		}}
		
		10.1186/1476-072X-7-67
	
	
		,
	journal={{Int. J Health Geogr}}
		
			30
			7
			67
			,
	year={2008}
		
	

}

@incollection{b10,
	
	
		,
	title={{Algorithm to determine the outcome of patients with acute liver failure: a data-mining analysis using decision trees}}
		,
	author={{
			NobuakiNakayama
		} and {
			MakotoOketani
		} and {
			YoshihiroKawamura
		} and {
			MieInao
		} and {
			SumikoNagoshi
		} and {
			KenjiFujiwara
		} and {
			HirohitoTsubouchi
		} and {
			SatoshiMochida
		}}
		
		
		
		
		
		
		
	
	
		,
	journal={{J Gastroenterol}}
		
			47
			6
			
			,
	year={2012 June}
		
	

}

@incollection{b11,
	
	
		,
	title={{The hematocrit level in upper gastrointestinal hemorrhage: safety of endoscopy and outcomes}}
		,
	author={{
			VBalderas
		} and {
			RBhore
		} and {
			LFLara
		}}
		
		
	
	
		,
	journal={{Am J Med}}
		
			124
			970
			,
	year={2011}
		
	

}

@incollection{b12,
	
	
		,
	title={{Patients whose first episode of bleeding occurs while taking a ?-blocker have high long-term risks of rebleeding and death}}
		,
	author={{
			ARDe Souza
		} and {
			LaMura
		} and {
			VReverter
		} and {
			E
		}}
		
		
		
	
	
		,
	journal={{Clin Gastroenterol Hepatol}}
		
			10
			670
			,
	year={2012}
		
	

}

@incollection{b13,
	
	
		,
	title={{Underestimation of liver-related mortality in the United States}}
		,
	author={{
			SKAsrani
		} and {
			JJLarson
		} and {
			BYawn
		}}
		
		
	
	
		,
	journal={{Gastroenterology}}
		
			145
			375
			,
	year={2013}
		
	

}

@incollection{b14,
	
	
		,
	title={{Betablockers to prevent gastroesophageal varices in patients with cirrhosis}}
		,
	author={{
			RJGroszmann
		} and {
			GGarcia-Tsao
		} and {
			JBosch
		}}
		
		
	
	
		,
	journal={{N Engl J Med}}
		
			353
			2254
			,
	year={2005}
		
	

}

@incollection{b15,
	
	
		,
	title={{Diagnosis and treatment of severe hematochezia. The role of urgent colonoscopy after purge}}
		,
	author={{
			DMJensen
		} and {
			GAMachicado
		}}
		
	
	
		,
	journal={{Gastroenterology}}
		
			95
			1569
			,
	year={1988}
		
	

}

@incollection{b16,
	
	
		,
	title={{An objective measure of stool color for differentiating upper from lower gastrointestinal bleeding}}
		,
	author={{
			GRZuckerman
		} and {
			DRTrellis
		} and {
			TMSherman
		} and {
			REClouse
		}}
		
		
		
	
	
		,
	journal={{Dig Dis Sci}}
		
			40
			1614
			,
	year={1995}
		
	

}

@incollection{b17,
	
	
		,
	title={{Helicobacter pylori infection and gastric lymphoma}}
		,
	author={{
			JParsonnet
		} and {
			SHansen
		} and {
			LRodriguez
		}}
		
		
	
	
		,
	journal={{N Engl J Med}}
		
			330
			1267
			,
	year={1994}
		
	

}

@incollection{b18,
	
	
		,
	title={{pylori infection: its role in chronic gastritis, carcinoma and peptic ulcer}}
		,
	author={{
			JmHPajares
		}}
	
	
		,
	journal={{Hepatogastroenterology}}
		
			42
			827
			,
	year={1995}
		
	

}

@incollection{b19,
	
	
		,
	title={{Helicobacter pylori infection in patients with gastric carcinoma in biopsy and surgical resection specimens}}
		,
	author={{
			TShibata
		} and {
			IImoto
		} and {
			YOhuchi
		}}
		
		
	
	
		,
	journal={{Cancer}}
		
			77
			1044
			,
	year={1996}
		
	

}

@incollection{b20,
	
	
		,
	title={{10 Challenging Problems in Data Mining Research}}
		,
	author={{
			QYang
		} and {
			XindongWu
		}}
		
	
	
		,
	journal={{International Journal of Information Technology & Decision Making}}
		
			5
			4
			
			,
	year={2006}
		
	

}

@incollection{b21,
	
	
		,
	title={{From Data towards Knowledge: Revealing the Architecture of Signaling Systems by Unifying Knowledge Mining and Data Mining of Systematic Perturbation Data}}
		,
	author={{
			SLu
		} and {
			JinBCowart
		} and {
			LALu
		} and {
			X
		}}
		
		
		
	
	
		,
	journal={{Plos One}}
		
			8
			4
			e61134
			,
	year={2013 Apr 23}
		
	

}

@incollection{b22,
	
	
		,
	title={{Predictive data mining in clinical medicine: current issues and guidelines}}
		,
	author={{
			RBellazzi
		} and {
			BZupan
		}}
		
		10.1016/j.ijmedinf.2006.11.006
	
	
		,
	journal={{Int J Med Inform}}
		
			77
			
			,
	year={2008}
		
	

}

@incollection{b23,
	
	
		,
	title={{Does this patient with liver disease have cirrhosis?}}
		,
	author={{
			JAUdell
		} and {
			CSWang
		} and {
			JTinmouth
		}}
		
		
	
	
		,
	journal={{JAMA}}
		
			307
			832
			,
	year={2012}
		
	

}

@incollection{b24,
	
	
		,
	title={{An update on treatment of genotype 1 chronic hepatitis C virus infection: 2011 practice guideline by the}}
		,
	author={{
			MGGhany
		} and {
			DRNelson
		} and {
			DBStrader
		}}
		
		
	
	
		,
	journal={{Hepatology}}
		
			54
			1433
			,
	year={2011}
			,
	publisher={American Association for the Study of Liver Diseases}
		
	

}

@incollection{b25,
	
	
		,
	title={{US Burden of Disease Collaborators. The state of US health, 1990-2010: burden of diseases, injuries, and risk factors}}
	
	
		,
	journal={{JAMA}}
		
			310
			591
			,
	year={2013}
		
	

}

@incollection{b26,
	
	
		,
	title={{Prevalence and mechanisms of malnutrition in patients with advanced liver disease, and nutrition management strategies}}
		,
	author={{
			KCheung
		} and {
			SSLee
		} and {
			MRaman
		}}
		
		
	
	
		,
	journal={{Clin Gastroenterol Hepatol}}
		
			10
			117
			,
	year={2012}
		
	

}

@incollection{b27,
	
	
		,
	title={{Endoscopic management of Dieulafoy's lesion using Isoamyl-2-cyanoacrylate}}
		23951399
	
	
		,
	journal={{World Journal of Gastrointestinal Endoscopy}}
		
			5
			8
			
			,
	year={2013 Aug 16}
		
	

}