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Detection of Subarachnoid Hemorrhage Using CNN with Dynamic Factor and Wandering Strategy-Based Feature Selection.

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第一作者： Jewel,Sengupta

第一单位： Department of Mathematics and Natural Sciences, Kaunas University of Technology, K. Donelaičio st. 73, 44249 Kaunas, Lithuania.

作者： Jewel,Sengupta ^[1] ; Robertas,Alzbutas ^[2] ; Tomas,Iešmantas ^[1] ; Vytautas,Petkus ^[3] ; Alina,Barkauskienė ^[4] ; Vytenis,Ratkūnas ^[5] ; Saulius,Lukoševičius ^[5] ; Aidanas,Preikšaitis ^[6] ; Indre,Lapinskienė ^[7] ; Mindaugas,Šerpytis ^[7] ; Edgaras,Misiulis ^[8] ; Gediminas,Skarbalius ^[8] ; Robertas,Navakas ^[8] ; Algis,Džiugys ^[8]

作者单位： Department of Mathematics and Natural Sciences, Kaunas University of Technology, K. Donelaičio st. 73, 44249 Kaunas, Lithuania. ^[1] Department of Mathematics and Natural Sciences, Kaunas University of Technology, K. Donelaičio st. 73, 44249 Kaunas, Lithuania.;Laboratory of Heat-Equipment Research and Testing, Lithuanian Energy Institute, Breslaujos st. 3, 44403 Kaunas, Lithuania. ^[2] Health Telematics Science Institute, Kaunas University of Technology, K. Donelaičio st. 73, 44249 Kaunas, Lithuania. ^[3] Center for Radiology and Nuclear Medicine, Vilnius University Hospital Santaros Klinikos, Santariskiu st. 2, 08661 Vilnius, Lithuania. ^[4] Department of Radiology, Lithuanian University of Health Sciences, Eiveniu st. 2, 50009 Kaunas, Lithuania. ^[5] Clinic of Neurology and Neurosurgery, Faculty of Medicine, Vilnius University, M. K. Ciurlionio st. 21, 03101 Vilnius, Lithuania. ^[6] Clinic of Anaesthesiology and Intensive Care, Faculty of Medicine, Vilnius University, M. K. Ciurlionio st. 21, 03101 Vilnius, Lithuania. ^[7] Laboratory of Heat-Equipment Research and Testing, Lithuanian Energy Institute, Breslaujos st. 3, 44403 Kaunas, Lithuania. ^[8]

关键词 feature selection parametric rectified linear unit region-growing method sand cat swarm optimization algorithm stacked convolutional neural network subarachnoid hemorrhage detection wandering strategy water waves dynamic factor

DOI 10.3390/diagnostics14212417

PMID 39518384

发布时间 2024-11-16

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Diagnostics (Basel, Switzerland)

2024年14卷21期

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Detection of Subarachnoid Hemorrhage Using CNN with Dynamic Factor and Wandering Strategy-Based Feature Selection.

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Detection of Subarachnoid Hemorrhage Using CNN with Dynamic Factor and Wandering Strategy-Based Feature Selection.

Diagnostics (Basel, Switzerland)

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