Integrating Clinical Data and Radiomics and Deep Learning Features for End-to-End Delayed Cerebral Ischemia Prediction on Noncontrast CT

Qi-qi Ban; Hao-tian Zhang; Wei Wang; Yi-fan Du; Yi Zhao; Ai-jun Peng; Hang Qu

doi:10.3174/ajnr.A8301

Research ArticleArtificial Intelligence

Integrating Clinical Data and Radiomics and Deep Learning Features for End-to-End Delayed Cerebral Ischemia Prediction on Noncontrast CT

Qi-qi Ban, Hao-tian Zhang, Wei Wang, Yi-fan Du, Yi Zhao, Ai-jun Peng and Hang Qu

American Journal of Neuroradiology September 2024, 45 (9) 1260-1268; DOI: https://doi.org/10.3174/ajnr.A8301

Qi-qi Ban

aFrom the Department of Radiology (Q.-q.B., W.W., Y.Z., H.Q.), Affiliated Hospital of Yangzhou University, Yangzhou, China

bCollege of Medical Imaging (Q.-q.B., Y.-f.D.), Dalian Medical University, Dalian, China

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Hao-tian Zhang

cDepartment of Industrial and Systems Engineering (H.-t.Z.), The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong Special Administrative Region, China

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Wei Wang

aFrom the Department of Radiology (Q.-q.B., W.W., Y.Z., H.Q.), Affiliated Hospital of Yangzhou University, Yangzhou, China

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Yi-fan Du

bCollege of Medical Imaging (Q.-q.B., Y.-f.D.), Dalian Medical University, Dalian, China

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Yi Zhao

aFrom the Department of Radiology (Q.-q.B., W.W., Y.Z., H.Q.), Affiliated Hospital of Yangzhou University, Yangzhou, China

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Ai-jun Peng

dDepartment of Neurosurgery (A.-j.P.), Affiliated Hospital of Yangzhou University, Yangzhou, China

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Hang Qu

aFrom the Department of Radiology (Q.-q.B., W.W., Y.Z., H.Q.), Affiliated Hospital of Yangzhou University, Yangzhou, China

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Qi-qi Ban, Hao-tian Zhang, Wei Wang, Yi-fan Du, Yi Zhao, Ai-jun Peng, Hang Qu

Integrating Clinical Data and Radiomics and Deep Learning Features for End-to-End Delayed Cerebral Ischemia Prediction on Noncontrast CT

American Journal of Neuroradiology Sep 2024, 45 (9) 1260-1268; DOI: 10.3174/ajnr.A8301

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Radiomics and AI for Delayed Cerebral Ischemia

Qi-qi Ban, Hao-tian Zhang, Wei Wang, Yi-fan Du, Yi Zhao, Ai-jun Peng, Hang Qu

American Journal of Neuroradiology Sep 2024, 45 (9) 1260-1268; DOI: 10.3174/ajnr.A8301

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