@incollection{,
	
					
					
					A65E7765FA7D2F9A5F61C3C44522A414
				,
	author={{Joy NkechinyereOlawuyi} and {AfolabiB.Samuel}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}2314553
}

@incollection{b0,
	
	
		,
	title={{A Survey on Transfer Learning}}
		,
	author={{
			SJPan
		} and {
			Yang
		} and {
			Q
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			22
			10
			
			,
	year={2009}
		
	

}

@incollection{b1,
	
	
		,
	title={{Transfer Learning in Collaborative Filtering for Sparsity Reduction}}
		,
	author={{
			WPan
		} and {
			EWXiang
		} and {
			NNLiu
		} and {
			Yang
		} and {
			Q
		}}
		
		
		
		
	
	
		,
	booktitle={{Twenty-Fourth AAAI Conference on Artificial Intelligence}}
				
			,
	year={2010. July}
		
	

}

@incollection{b2,
	
	
		,
	title={{Convolutional Neural Networks for Medical Image Analysis: Full Training Or Fine Tuning}}
		,
	author={{
			NTajbakhsh
		} and {
			JYShin
		} and {
			SRGurudu
		} and {
			RTHurst
		} and {
			CBKendall
		} and {
			MBGotway
		} and {
			JLiang
		}}
		
		
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Medical Imaging}}
		
			35
			5
			
			,
	year={2016}
		
	

}

@book{b3,
	
	
		,
	title={{Image Processing: The Fundamentals, Second Edition}}
		,
	author={{
			MPetrou
		} and {
			CPetrou
		}}
		
		10.1002/9781
		
			,
	year={2010}
			,
	publisher={John Wiley and Sons}
		
	

}

@incollection{b4,
	
	
		,
	title={{Imagenet: A Large-Scale Hierarchical Image Database}}
		,
	author={{
			JDeng
		} and {
			WDong
		} and {
			RSocher
		} and {
			LJLi
		} and {
			KLi
		} and {
			LFei-Fei
		}}
		
		
		
		
		
	
	
		,
	booktitle={{2009 IEEE Conference on Computer Vision and Pattern Recognition}}
				
			,
	year={2009. June}
			
		
	

}

@incollection{b5,
	
	
		,
	title={{With Great Training Comes Great Vulnerability: Practical Attacks Against Transfer Learning}}
		,
	author={{
			BWang
		} and {
			YYao
		} and {
			BViswanath
		} and {
			HZheng
		} and {
			BYZhao
		}}
		
		
		
		
	
	
		,
	booktitle={{27 th {USENIX} Security Symposium ({USENIX} Security 18}}
				
			,
	year={2018}
			
		
	

}

@incollection{b6,
	
	
		,
	title={{Chestx-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases}}
		,
	author={{
			XWang
		} and {
			YPeng
		} and {
			LLu
		} and {
			ZLu
		} and {
			MBagheri
		} and {
			RMSummers
		}}
		
		
		
		
		
	
	
		,
	booktitle={{Proceedings of The IEEE Conference on Computer Vision and Pattern Recognition}}
				The IEEE Conference on Computer Vision and Pattern Recognition
		
			,
	year={2017}
			
		
	

}

@book{b7,
	
	
		,
	title={{Chexpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison}}
		,
	author={{
			JIrvin
		} and {
			PRajpurkar
		} and {
			MKo
		} and {
			YYu
		} and {
			SCiurea-Ilcus
		} and {
			CChute
		} and {
			JSeekins
		}}
		
		
		
		
		
		
		Arxiv:1901.07031
		
			,
	year={2019}
		
	
	,
	note={Arxiv Preprint}

}

@book{b8,
	
	
		,
	author={{
			JLPrince
		} and {
			JMLinks
		}}
		
		,
	title={{Medical Imaging Signals and Systems}}
				Upper Saddle River
		
			,
	publisher={Pearson Prentice Hall}
			,
	year={2006}
			
		
	

}

@book{b9,
	
	
		,
	author={{
			LTorrey
		} and {
			JShavlik
		}}
		
		,
	title={{Transfer Learning in Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques}}
				
			,
	publisher={IGI Global}
			,
	year={2010}
			
		
	

}

@incollection{b10,
	
	
		,
	title={{A Review of Domain Adaptation without Target Labels}}
		,
	author={{
			WMKouw
		} and {
			MLoog
		}}
		
	
	
		,
	journal={{IEEE Transactions on Pattern Analysis and Machine Intelligence}}
		
			,
	year={2019}
		
	

}

@book{b11,
	
	
		,
	title={{Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes}}
		,
	author={{
			AMenegola
		} and {
			MFornaciali
		} and {
			RPires
		} and {
			SAvila
		} and {
			EValle
		}}
		
		
		
		
		Arxiv: 1609.01228
		
			,
	year={2016}
		
	
	,
	note={Arxiv Preprint}

}

@incollection{b12,
	
	
		,
	title={{Visualizing and Understanding Convolutional Networks}}
		,
	author={{
			MDZeiler
		} and {
			Fergus
		} and {
			R
		}}
		
		
	
	
		,
	booktitle={{European Conference on Computer Vision}}
				Cham
		
			,
	publisher={Springer}
			,
	year={2014. September}
			
		
	

}

@incollection{b13,
	
	
		,
	title={{Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis By using Convolutional Neural Networks}}
		,
	author={{
			PLakhani
		} and {
			BSundaram
		}}
		
	
	
		,
	journal={{Radiology}}
		
			284
			2
			
			,
	year={2017}
		
	

}

@incollection{b14,
	
	
		,
	title={{High-Throughput Classification of Radiographs using Deep Convolutional Neural Networks}}
		,
	author={{
			ARajkomar
		} and {
			SLingam
		} and {
			AGTaylor
		} and {
			MBlum
		} and {
			JMongan
		}}
		
		
		
		
	
	
		,
	journal={{Journal of Digital Imaging}}
		
			30
			1
			
			,
	year={2017}
		
	

}

@incollection{b15,
	
	
		,
	title={{Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning}}
		,
	author={{
			HCShin
		} and {
			HRRoth
		} and {
			MGao
		} and {
			LLu
		} and {
			ZXu
		} and {
			INogues
		} and {
			..Summers
		} and {
			RM
		}}
		
		
		
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Medical Imaging}}
		
			35
			5
			
			,
	year={2016}
		
	

}

@incollection{b16,
	
	
		,
	title={{Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification}}
		,
	author={{
			IMBaltruschat
		} and {
			HNickisch
		} and {
			MGrass
		} and {
			TKnopp
		} and {
			ASaalbach
		}}
		
		
		
		
	
	
		,
	journal={{Scientific Reports}}
		
			9
			1
			
			,
	year={2019}
		
	

}

@incollection{b17,
	
	
		,
	title={{Classification of Brain MRI Tumor Images: A Hybrid Approach}}
		,
	author={{
			SKumar
		} and {
			CDabas
		} and {
			SGodara
		}}
		
		
	
	
		,
	journal={{Procedia Computer Science}}
		
			122
			
			,
	year={2017}
		
	

}

@book{b18,
	
	
		,
	title={{Overview of The Imageclef}}
		,
	author={{
			DeHerrera
		} and {
			AG SKalpathy-Cramer
		} and {
			JDemner-Fushman
		} and {
			DAntani
		} and {
			SKMüller
		} and {
			H
		}}
		
		
		
		
		
		
			,
	year={2013. September. 2013}
		
	

}

@book{b19,
	
	
		,
	title={{Medical Tasks. in CLEF (Working Notes)}}
				
	

}

@incollection{b20,
	
	
		,
	title={{Chest Pathology Detection using Deep Learning with Non-Medical Training}}
		,
	author={{
			YBar
		} and {
			IDiamant
		} and {
			LWolf
		} and {
			SLieberman
		} and {
			EKonen
		} and {
			HGreenspan
		}}
		
		
		
		
		
	
	
		,
	booktitle={{2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)}}
				
			,
	publisher={IEEE}
			,
	year={2015. April}
			
		
	

}

@book{b21,
	
	
		,
	author={{
			WTao
		} and {
			MAl-Amin
		} and {
			HChen
		} and {
			MCLeu
		} and {
			ZYin
		} and {
			RQin
		}}
		
		
		
		
		
		,
	title={{Real-Time Assembly Operation Recognition with Fog Computing and Transfer Learning for Human-Centered Intelligent Manufacturing. Procedia Manufacturing}}
				
			,
	year={2020}
			48
			
		
	

}

@incollection{b22,
	
	
		,
	title={{Transfer Representation Learning for Medical Image Analysis}}
		,
	author={{
			CKShie
		} and {
			CHChuang
		} and {
			CNChou
		} and {
			MHWu
		} and {
			EYChang
		}}
		
		
		
		
	
	
		,
	booktitle={{37th Annual International Conference of The IEEE Engineering in Medicine and Biology Society (EMBC)}}
				
			,
	publisher={IEEE}
			,
	year={2015. August. 2015}
			
		
	

}

@incollection{b23,
	
	
		,
	title={{Convolutional Neural Networks: An Overview and Application in Radiology}}
		,
	author={{
			RYamashita
		} and {
			MNishio
		} and {
			RK GDo
		} and {
			Al
		}}
		
		
		
		Org/10.1007/S13244-018-0639-9
	
	
		,
	journal={{Insights Imaging}}
		
			9
			
			,
	year={2018. 2018}
		
	

}