A total of 25 result was found. Results that relate to Prediction

• Systematic review and Meta-analysis of prediction models: a case study on the risk prediction model for hepatocellular carcinoma in patients with chronic hepatitis B

  LIU Haorui ZHOU Yesheng LI Yuge YU Shuang SUN Feng WU Shanshan DOI：10.12173/j.issn.1004-5511.202503192

  Prediction models Systematic review Meta-analysis Risk of bias assessment Hepatocellular carcinoma Chronic hepatitis B

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• Application of different machine learning algorithms in the construction of prognostic models for rectal squamous cell carcinoma: based on SEER database

  HUANG Shi LIN Dandan DOI：10.12173/j.issn.1004-5511.202410124

  Rectal squamous cell carcinoma Machine learning Prediction model Prognosis

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• Analysis and trend prediction of the disease burden of atrial fibrillation and flutter in China from 1990 to 2021

  HUO Wenxia MA Yan WU Ruikai HAN Zhengfeng DOI：10.12173/j.issn.1004-5511.202410056

  Atrial fibrillation and flutter Age-period-cohort model Prediction Global disease burden Autoregressive integrated moving average model

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• Analysis of the predictive value of event-related potential contingent negative variation combined with cognitive function indicators for chronic schizophrenia

  JIANG Kai WANG Dan HAN Lu KANG Zhaopeng YANG Xuna DOI：10.12173/j.issn.1004-5511.202408045

  Chronic schizophrenia Dot pattern expectancy Event-related potential Contingent negative variation Cognitive function Prediction

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• Construction of a predictive model of deep vein thrombosis in elderly patients with hip fractures

  LUO Jiehua LIU Qipei GONG Chunzhu DOI：10.12173/j.issn.1004-5511.202504005

  Elderly patients with hip fractures Deep vein thrombosis Nomogram Risk prediction Preoperative risk assessment

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• Constructing a depression risk prediction model for elderly people with activities of daily living impairment based on machine learning algorithms

  HUANG Siying MA Yan ZHANG Yuan WU Ruikai HAN Zhengfeng DOI：10.12173/j.issn.1004-5511.202412079

  Activity of daily living ability Depression Risk prediction model Machine learning SHAP algorithm

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• Cardiovascular disease burden attributed to high low-density lipoprotein cho-lesterol in China from 1990 to 2021 and trend prediction

  ALIMU·Kateer SHAJIDAN·Abudureyimu DILIDAER·Xilifu DOI：10.12173/j.issn.1004-5511.202502021

  Cardiovascular disease Low-density lipoprotein cholesterol Ischemic stroke Ischemic heart disease Disease burden Risk factors Prediction

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• Malnutrition risk prediction models in patients with chronic heart failure: a systematic review and Meta-analysis

  HE Wei LI Jialu ZHONG Xuelian GUO Hongxia DOI：10.12173/j.issn.1004-5511.202503069

  Chronic heart failure Malnutrition Prediction models Systematic review Meta-analysis

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• Construction of a risk prediction model for fertility anxiety in female thyroid cancer patients of reproductive age

  PENG Jingjun PENG Yuxia ZHANG Wenling HONG Xiaoting LI Yuyu DOI：10.12173/j.issn.1004-5511.202506162

  Reproductive age Thyroid cancer Fertility anxiety Risk prediction model

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• Disease burden of metabolic dysfunction-associated steatotic liver disease in the elderly population globally and in China from 1990 to 2021

  ZHANG Qiang ZHAO Xiaoxiao WANG Haibo XU Peng WANG Yaxing ZHAO Xinke LIU Fan LI Jiali HE Tao CHEN Zhengtao Ding Yunhan KE Lixin LI Jieyun XUN Yangqin LU Cuncun DOI：10.12173/j.issn.1004-5511.202506178

  Metabolic dysfunction-associated steatotic liver disease Non-alcoholic fatty liver disease Older adult Disease burden Prediction model

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