Deep learning-based CT image for pulmonary nodule classification with intrathoracic fat: A multicenter study

Authors: Miao, Shidi ^{a, 1}, Xuan, Qifan ^{a, 1}, Jia, Qingchun ^{b, 1}, Jiang, Yuyang ^a, Jia, Haobo ^a, An, Yunfei ^a, Huang, Wenjuan ^b, Li, Jing ^c, Qi, Hongzhuo ^a, Li, Ao ^a, Wang, Qiujun ^d, Liu, Zengyao ^e, Wang, Ruitao ^{b, ⁎}

Source: In Biomedical Signal Processing and Control February 2025 100 Part A

Dual biomarkers CT-based deep learning model incorporating intrathoracic fat for discriminating benign and malignant pulmonary nodules in multi-center cohorts

Authors: Miao, Shidi ^{a, 1}, Dong, Qi ^{a, 1}, Liu, Le ^{b, 1}, Xuan, Qifan ^a, An, Yunfei ^a, Qi, Hongzhuo ^a, Wang, Qiujun ^c, Liu, Zengyao ^d, Wang, Ruitao ^{b, ⁎}

Source: In Physica Medica January 2025 129

Multi-region nomogram for predicting central lymph node metastasis in papillary thyroid carcinoma using multimodal imaging: A multicenter study

Authors: Miao, Shidi ^{a, 1}, Xuan, Qifan ^{a, 1}, Huang, Wenjuan ^b, Jiang, Yuyang ^a, Sun, Mengzhuo ^a, Qi, Hongzhuo ^a, Li, Ao ^a, Liu, Zengyao ^c, Li, Jing ^d, Ding, Xuemei ^e, Wang, Ruitao ^{b, ⁎}

Source: In Computer Methods and Programs in Biomedicine April 2025 261

Explainable Machine Learning Explores Association Between Sarcopenia and Breast Cancer Distant Metastasis

Authors: Qi, Hongzhuo, An, Yunfei, Hu, Xiaohui, Miao, Shidi, Li, Jing

Source: IEEE access. 11:65725-65738

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187617642.0x000001&indx=1&recIds=ETOCvdc_100187617642.0x000001

Subcutaneous fat predicts bone metastasis in breast cancer: A novel multimodality-based deep learning model.

Authors: Miao, Shidi¹ (AUTHOR), Jia, Haobo¹ (AUTHOR), Huang, Wenjuan^1,2 (AUTHOR), Cheng, Ke¹ (AUTHOR), Zhou, Wenjin¹ (AUTHOR), Wang, Ruitao² (AUTHOR) ruitaowang@126.com

Source: Cancer Biomarkers. 2024, Vol. 39 Issue 3, p171-185. 15p.

Subject Terms: *METASTATIC breast cancer, *BONE metastasis, *DEEP learning, *STERNUM, *CONVOLUTIONAL neural networks, *VERTEBRAE

An Integrated Nomogram Combining Deep Learning and Radiomics for Predicting Malignancy of Pulmonary Nodules Using CT‐Derived Nodules and Adipose Tissue: A Multicenter Study.

Authors: Miao, Shidi¹ (AUTHOR), Xuan, Qifan¹ (AUTHOR), Xie, Hanbing² (AUTHOR), Jiang, Yuyang¹ (AUTHOR), Sun, Mengzhuo¹ (AUTHOR), Huang, Wenjuan² (AUTHOR), Li, Jing³ (AUTHOR), Qi, Hongzhuo¹ (AUTHOR), Li, Ao¹ (AUTHOR), Wang, Qiujun⁴ (AUTHOR), Liu, Zengyao⁵ (AUTHOR), Wang, Ruitao² (AUTHOR) ruitaowang@126.com

Source: Cancer Medicine. Nov2024, Vol. 13 Issue 21, p1-17. 17p.

Subject Terms: *ADIPOSE tissues, *DEEP learning, *FEATURE selection, *RADIOMICS, *DECISION making, *PULMONARY nodules

System dynamics modelling of mixed recycling mode based on contract: a case study of online and offline recycling of E-waste in China

Authors: Miao, Shidi, Liu, Di, Ma, Junfeng, Tian, Feng

Source: Mathematical and computer modelling of dynamical systems. 26(3):234-252

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100110945818.0x000001&indx=1&recIds=ETOCvdc_100110945818.0x000001

Deep Learning Radiomics Features of Mediastinal Fat and Pulmonary Nodules on Lung CT Images Distinguish Benignancy and Malignancy.

Authors: Qi, Hongzhuo, Xuan, Qifan, Liu, Pingping, An, Yunfei, Huang, Wenjuan, Miao, Shidi, Wang, Qiujun, Liu, Zengyao, Wang, Ruitao

Source: Biomedicines; Aug2024, Vol. 12 Issue 8, p1865, 15p

Subject Terms: PULMONARY nodules, DEEP learning, COMPUTED tomography, RADIOMICS, DECISION making

Deep learning radiomics under multimodality explore association between muscle/fat and metastasis and survival in breast cancer patients.

Authors: Miao, Shidi¹ (AUTHOR), Jia, Haobo¹ (AUTHOR), Cheng, Ke¹ (AUTHOR), Hu, Xiaohui¹ (AUTHOR), Li, Jing² (AUTHOR), Huang, Wenjuan³ (AUTHOR), Wang, Ruitao³ (AUTHOR) ruitaowang@126.com

Source: Briefings in Bioinformatics. Nov2022, Vol. 23 Issue 6, p1-13. 13p.

Subject Terms: *DEEP learning, *SARCOPENIA, *RADIOMICS, *BREAST, *CANCER patients, *THORACIC vertebrae, *ADIPOSE tissues

Modelling and research on manufacturer's capacity of remanufacturing and recycling in closed-loop supply chain

Authors: Miao, Shidi, Chen, Deyun, Wang, Tengfei

Source: Journal of statistical computation and simulation. 87(17):3325-3335

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100049182018.0x000001&indx=1&recIds=ETOCvdc_100049182018.0x000001

O2O Recycling Closed-Loop Supply Chain Modeling Based on Classification Process considering Environmental Index.

Authors: Miao, Shidi¹ (AUTHOR), Liu, Di¹ (AUTHOR), Ma, Junfeng¹ (AUTHOR)

Source: Discrete Dynamics in Nature & Society. 4/20/2020, p1-15. 15p.

Subject Terms: *ENVIRONMENTAL indicators, *WASTE recycling, *SUPPLY chains, *ELECTRONIC waste, *REMANUFACTURING, *MANUFACTURING processes, *NEW product development

Geographic Terms: CHINA

Pectoralis muscle predicts distant metastases in breast cancer by deep learning radiomics.

Authors: Miao, Shidi¹ (AUTHOR), An, Yunfei¹ (AUTHOR), Liu, Pingping² (AUTHOR), Mu, Shikai¹ (AUTHOR), Zhou, Wenjin¹ (AUTHOR), Jia, Haobo¹ (AUTHOR), Huang, Wenjuan² (AUTHOR), Li, Jing³ (AUTHOR), Wang, Ruitao² (AUTHOR) ruitaowang@126.com

Source: Acta Radiologica. Sep2023, Vol. 64 Issue 9, p2561-2569. 9p.

Subject Terms: *PECTORALIS muscle, *DEEP learning, *RADIOMICS, *FEATURE extraction, *BREAST cancer prognosis, *THORACIC vertebrae

Multimodal deep learning: tumor and visceral fat impact on colorectal cancer occult peritoneal metastasis.

Authors: Miao, Shidi¹ (AUTHOR), Sun, Mengzhuo¹ (AUTHOR), Zhang, Beibei² (AUTHOR), Jiang, Yuyang (AUTHOR), Xuan, Qifan (AUTHOR), Wang, Guopeng (AUTHOR), Wang, Mingxuan (AUTHOR), Jiang, Yuxin (AUTHOR), Wang, Qiujun (AUTHOR), Liu, Zengyao (AUTHOR), Ding, Xuemei (AUTHOR), Wang, Ruitao² (AUTHOR) ruitaowang@126.com

Source: European Radiology. Feb2025, p1-11.

Subject Terms: *LOGISTIC regression analysis, *ADIPOSE tissues, *PERITONEAL cancer, *LUMBAR vertebrae, *CANCER prognosis

System Dynamics Modelling of Remanufacturing and Recycling Mode Based on Closed-Loop Across-Chain Competition.

Authors: Miao, Shidi^1,2, Chen, Deyun^1,2, Wang, Tengfei²

Source: Discrete Dynamics in Nature & Society. 8/21/2017, p1-12. 12p.

Subject Terms: *RECYCLING & politics, *SUPPLY chain disruptions, *BUSINESS logistics, *CLOSED loop systems, *FEEDBACK control systems

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