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Published at December 6

Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives

eess.IV

cs.CV

Released Date: December 6, 2024

Authors: Zeynel A. Samak¹, Philip Clatworthy, Majid Mirmehdi

Aff.: ¹Department of Computer Engineering, Adiyaman University, Adiyaman, Türkiye

Arxiv: http://arxiv.org/pdf/2412.04812v1

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Study	Year	Coverage	Reviewed Topics	#Papers	#DL in SOP
Sirsat et al. [38]	2020	2007-2019	ML in stroke identification, diagnosis, treatment & prognostication	39	1
Karthik et al. [8]	2020	to 2020	Stroke lesion detection and segmentation	113	7
Inamdar et al. [9]	2021	2010-2021	Detection and lesion segmentation of neuroimage	117	7
Mainali et al. [39]	2021	to 2021	ML in stroke diagnosis and outcome prediction	54	3
Zeng et al. [10]	2022	to early 2022	Functional outcome, reperfusion, and hemorrhagic transformation	16	4
Kremers et al. [40]	2022	to mid-2020	Functional Outcome after EVT and using MR CLEAN dataset	19	2
Wang et al. [41]	2022	to mid-2022	ML algorithms for final infarct prediction	11	7
Hilbert et al. [42]	2022	to mid-2022	AI applied in stroke decision support	65	11
Our Review	2024	2015-2024	DL in SOP (final infarct & functional outcome)	60	60