The interpretable CT-based vision transformer model for preoperative prediction of clear cell renal cell carcinoma SSIGN score and outcome

被引：0

作者：

Kaiyue Zhi ^{[1
]}

Yanmei Wang ^{[2
]}

Lei Yan ^{[3
]}

Feng Hou ^{[4
]}

Jie Wu ^{[4
]}

Shuo Zhang ^{[1
]}

He Zhu ^{[1
]}

Lianzi Zhao ^{[5
]}

Ning Wang ^{[6
]}

Xia Zhao ^{[7
]}

Xianjun Li ^{[8
]}

Yicong Wang ^{[9
]}

Chengcheng Chen ^{[10
]}

Nan Wang ^{[11
]}

Yuchao Xu ^{[12
]}

Guangjie Yang ^{[3
]}

Pei Nie ^{[1
]}

机构：

[1] The Affiliated Hospital of Qingdao University,Department of Radiology

[2] Pudong New Town,GE Healthcare China

[3] The Affiliated Hospital of Qingdao University,Department of Nuclear Medicine

[4] The Affiliated Hospital of Qingdao University,Department of Pathology

[5] Fudan University Shanghai Cancer Center,Department of Radiation Oncology

[6] Shandong Provincial Hospital Affiliated to Shandong First Medical University,Department of Radiology

[7] The Affiliated Hospital of Shandong University of Traditional Chinese Medicine,Department of Radiology

[8] Weifang People’s Hospital,Department of Nuclear Medicine

[9] The Affiliated Hospital of Jining Medical College,Department of Medical Imaging

[10] Rizhao People’s Hospital,Department of Radiology

[11] The Affiliated Hospital of Qingdao University,Department of Nuclear Medicine, Yantai Yuhuangding Hospital

[12] University of South China,School of Nuclear Science and Technology

来源：

关键词：

Vision transformer; Clear cell renal cell carcinoma; The stage, size, grade, and necrosis score; CT; Outcome;

D O I：

10.1186/s13244-025-01972-0

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摘要：

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