Xiao Liu

Most-cited papers

1. BTSC-TNAS: A neural architecture search-based transformer for brain tumor segmentation and classification

   Xiao Liu, Chong Yao, Hongyi Chen, Rui Xiang +6 more

   2023Comput. Medical Imaging Graph.33 citations

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2. BTMF-GAN: A multi-modal MRI fusion generative adversarial network for brain tumors

   Xiao Liu, Hongyi Chen, Chong Yao, Rui Xiang +5 more

   2023Comput. Biol. Medicine26 citations

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3. Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study

   Ayush Noori, Colin G. Magdamo, Xiao Liu, Tanish Tyagi +18 more

   2022Journal of Medical Internet Research24 citations Open access

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4. Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model

   Peng Du, Xiao Liu, Li Shen, Xuefang Wu +4 more

   2023Frontiers in Oncology19 citations Open access

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5. An integrative non-invasive malignant brain tumors classification and Ki-67 labeling index prediction pipeline with radiomics approach.

   Lan Zhang, Xiao Liu, Xia Xu, Wei-Fan Liu +15 more

   2022European Journal of Radiology16 citations

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6. Development and validation of a radiomics-based prediction pipeline for the response to stereotactic radiosurgery therapy in brain metastases

   Peng Du, Xiao Liu, Rui Xiang, Kun Lv +14 more

   2023European Radiology14 citations

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7. Aided Diagnosis Model Based on Deep Learning for Glioblastoma, Solitary Brain Metastases, and Primary Central Nervous System Lymphoma with Multi-Modal MRI

   Xiao Liu, Jie Liu

   2024Biology13 citations Open access

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8. Predicting Histopathological Grading of Adult Gliomas Based On Preoperative Conventional Multimodal MRI Radiomics: A Machine Learning Model

   Peng Du, Xiao Liu, Xuefang Wu, Jiawei Chen +2 more

   2023Brain Science12 citations Open access

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9. A novel cascade machine learning pipeline for Alzheimer’s disease identification and prediction

   Kun Zhou, Si-Rong Piao, Xiao Liu, Xiao Luo +3 more

   2023Frontiers in Aging Neuroscience11 citations Open access

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10. SRTRP-Net: A multi-task learning network for segmentation and prediction of stereotactic radiosurgery treatment response in brain metastases

    Xiao Liu, Peng Du, Zhiguang Dai, Rumeng Yi +4 more

    2024Comput. Biol. Medicine9 citations

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11. The application of decision tree model based on clinicopathological risk factors and pre-operative MRI radiomics for predicting short-term recurrence of glioblastoma after total resection: a retrospective cohort study.

    Peng Du, Xuefang Wu, Xiao Liu, Jiawei Chen +3 more

    2023American Journal of Cancer Research9 citations

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12. Establishment of a Prediction Model Based on Preoperative MRI Radiomics for Diffuse Astrocytic Glioma, IDH-Wildtype, with Molecular Features of Glioblastoma

    Peng Du, Xuefang Wu, Xiao Liu, Jiawei Chen +2 more

    2023Cancers7 citations Open access

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13. Development and validation of a machine learning algorithm for predicting diffuse midline glioma, H3 K27-altered, H3 K27 wild-type high-grade glioma, and primary CNS lymphoma of the brain midline in adults.

    Kun Lv, Hongyi Chen, Xin Cao, Peng Du +5 more

    2022Journal of Neurosurgery6 citations

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14. Nomogram Model for Predicting the Prognosis of High-Grade Glioma in Adults Receiving Standard Treatment: A Retrospective Cohort Study

    Peng Du, Xionggang Yang, Li Shen, Jiawei Chen +4 more

    2022Journal of Clinical Medicine4 citations Open access

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15. Analysis of Key Factors Associated with Response to Salvage High-Dose Methotrexate Rechallenge in Primary Central Nervous System Lymphoma with First Relapse

    Peng Du, Hongyi Chen, Li Shen, Xiao Liu +4 more

    2022Current Oncology4 citations Open access

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16. Analysis of Key Clinical Variables and Radiological Manifestations Associated with the Treatment Response of Patients with Brain Metastases to Stereotactic Radiosurgery

    Peng Du, Hongyi Chen, Li Shen, Xiao Liu +4 more

    2022Journal of Clinical Medicine2 citations Open access

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