000			02821nam a2200457 a 4500
001			00013249
003			WSP
005			20260416153412.0
007			cr |nu|||unuuu
008			221219s2023 si ob 001 0 eng d
010			_a2022058148
020			_a9789811270376 _q(ebook)
020			_a9811270376 _q(ebook)
020			_z9789811270369 _q(hbk.)
040			_aWSPC _beng _cWSPC
050		4	_aRE551
072		7	_aCOM _x044000 _2bisacsh
072		7	_aCOM _x094000 _2bisacsh
072		7	_aCOM _x004000 _2bisacsh
082	0	4	_a617.7/35075 _223
049			_aMAIN
100	1		_aChen, Yuanyuan _c(Of Sichuan University)
245	1	0	_aIntelligent analysis of fundus images : _bmethods and applications / _cYuanyuan Chen, Jie Zhong, Zhang Yi.
260			_aSingapore : _bWorld Scientific, _cc2023.
300			_a1 online resource (xvi, 231 p.).
490	1		_aSeries on deep learning neural networks ; _vvol. 1
504			_aIncludes bibliographical references and index.
505	0		_aIntroduction -- Automated analysis for retinopathy of prematurity by deep neural networks -- DeepROP : an automated ROP screening system -- Diagnosis of diabetic retinopathy using deep neural networks -- Automated identification and grading system of diabetic retinopathy using deep neural networks -- Automated segmentation of macular edema in OCT using deep neural networks -- DeepUWF : an automated ultrawide-field fundus screening system via deep learning -- DeepUWF-Plus : automatic fundus identification and diagnosis system based on ultrawide-field fundus imaging.
520			_a"This comprehensive compendium designs deep neural network models and systems for intelligent analysis of fundus imaging. In response to several blinding fundus diseases such as Retinopathy of Prematurity (ROP), Diabetic Retinopathy (DR) and Macular Edema (ME), different image acquisition devices and fundus image analysis tasks are elaborated. From the actual fundus disease analysis tasks, various deep neural network models and experimental results are constructed and analyzed. For each task, an actual system for clinical application is developed. This useful reference text provides theoretical and experimental reference basis for AI researchers, system engineers of intelligent medicine and ophthalmologists"-- _cPublisher's website.
538			_aMode of access: World Wide Web.
538			_aSystem requirements: Adobe Acrobat Reader.
650		0	_aRetina _xDiseases _xDiagnosis.
650		0	_aRetina _xDiseases _xImaging.
650		0	_aImage analysis.
655		0	_aElectronic books.
700	1		_aZhong, Jie _c(Ophthalmologist)
700	1		_aYi, Zhang.
830		0	_aSeries on deep learning neural networks ; _vvol. 1.
856	4	0	_uhttps://www.worldscientific.com/worldscibooks/10.1142/13249#t=toc
942			_cE-BOOK
999			_c49756 _d49756