课题：

1. 张阳。基于MRI多维特征术前无创性精准预测直肠癌分子生物学特性及预测机制的研究 LTGY23H180017 浙江省基础公益研究计划 2023.01.01-2025.12.31

2. 钟建国。影像组学联合血清学指标预测抗肿瘤药物治疗相关肝损伤的应用研究 Y202249209 浙江省教育厅一般科研项目 2022.10.01-2024.10.30

3. 张阳。基于双参数MRI术前无创性评估PSA灰色区域人群患前列腺癌风险及预测机制的研究 2023KY503 浙江省医药卫生科技计划项目 2023.01.01-2025.12.31

4. 潘亚玲。深度学习基于胸部LDCT智能测算CT值机会性筛查骨质疏松 2023KY493浙江省卫生健康科技计划项目 2023.01.01-2025.12.31

5. 崔思嘉。基于深度学习和影像组学分析构建肺衰老量化评估模型的研究 2023KY460浙江省医药卫生科技计划项目 2023.01.01-2025.12.31

6. 马燕青。探索肾细胞癌侵袭转移过程中CT/MRI影像组学与肿瘤免疫微环境的相关性 2023KY472浙江省医药卫生科技计划项目 2023.01.01-2025.12.31

7. 王亚捷。基于MRI-UTE技术对骨质疏松骨皮质孔隙度的机制研究 2023KY452 浙江省卫生健康科技计划项目 2023.01.01-2025.12.31

文章

1. Shu Z, Mao D, Song Q, Xu Y, Pang P, Zhang Y. Multiparameter MRI-based radiomics for preoperative prediction of extramural venous invasion in rectal cancer. Eur Radiol. 2022 Feb;32(2):1002-1013. doi: 10.1007/s00330-021-08242-9. Epub 2021 Sep 4. PMID: 34482429. 【7.034】

2. Meng Y, Ruan J, Yang B, Gao Y, Jin J, Dong F, Ji H, He L, Cheng G, Gong X. Automated quality assessment of chest radiographs based on deep learning and linear regression cascade algorithms. Eur Radiol. 2022 Nov;32(11):7680-7690. doi: 10.1007/s00330-022-08771-x. Epub 2022 Apr 14. PMID: 35420306. 【7.034】

3. Chen J, Jin J, Li K, Shi L, Wen X, Fang F. Progresses and Prospects of Neuroprotective Agents-Loaded Nanoparticles and Biomimetic Material in Ischemic Stroke. Front Cell Neurosci. 2022 Apr 11;16:868323. doi: 10.3389/fncel.2022.868323. PMID: 35480961; PMCID: PMC9035592. 【6.147】

4. Zhang Y, Peng J, Liu J, Ma Y, Shu Z. Preoperative Prediction of Perineural Invasion Status of Rectal Cancer Based on Radiomics Nomogram of Multiparametric Magnetic Resonance Imaging. Front Oncol. 2022 Apr 11;12:828904. doi: 10.3389/fonc.2022.828904. PMID: 35480114; PMCID: PMC9036372. 【5.738】

5. Shi L, Wang L, Wu C, Wei Y, Zhang Y, Chen J. Preoperative Prediction of Lymph Node Metastasis of Pancreatic Ductal Adenocarcinoma Based on a Radiomics Nomogram of Dual-Parametric MRI Imaging. Front Oncol. 2022 Jul 6;12:927077. doi: 10.3389/fonc.2022.927077. PMID: 35875061; PMCID: PMC9298539. 【5.738】

6. Ma Y, Guan Z, Liang H, Cao H. Predicting the WHO/ISUP Grade of Clear Cell Renal Cell Carcinoma Through CT-Based Tumoral and Peritumoral Radiomics. Front Oncol. 2022 Feb 14;12:831112. doi: 10.3389/fonc.2022.831112. PMID: 35237524; PMCID: PMC8884273. 【5.738】

7. Wu C, Yu S, Zhang Y, Zhu L, Chen S, Liu Y. CT-Based Radiomics Nomogram Improves Risk Stratification and Prediction of Early Recurrence in Hepatocellular Carcinoma After Partial Hepatectomy. Front Oncol. 2022 Jul 7;12:896002. doi: 10.3389/fonc.2022.896002. PMID: 35875140; PMCID: PMC9302642. 【5.738】

8. Chen J, Zhang Y, Shi L, Qian Z, Cheng A, Fu L. Reactive Nodular Fibrous Pseudotumor Mimicking Metastatic Tumor After Gastric Cancer Operation: A Case Report and Literature Review. Front Oncol. 2022 Apr 4;12:854997. doi: 10.3389/fonc.2022.854997. PMID: 35444952; PMCID: PMC9013837. 【5.738】

9. Wu C, Chen J, Fan Y, Zhao M, He X, Wei Y, Ge W, Liu Y. Nomogram Based on CT Radiomics Features Combined With Clinical Factors to Predict Ki-67 Expression in Hepatocellular Carcinoma. Front Oncol. 2022 Jul 6;12:943942. doi: 10.3389/fonc.2022.943942. PMID: 35875154; PMCID: PMC9299359. 【5.738】

10. Ruan J, Meng Y, Zhao F, Gu H, He L, Gong X. Development of Deep Learning-based Automatic Scan Range Setting Model for Lung Cancer Screening Low-dose CT Imaging. Acad Radiol. 2022 Oct;29(10):1541-1551. doi: 10.1016/j.acra.2021.12.001. Epub 2022 Feb 5. PMID: 35131147. 【5.482】

11. Cui S, Shu Z, Ma Y, Lin Y, Wang H, Cao H, Liu J, Gong X. A novel computed tomography radiomic nomogram for early evaluation of small airway dysfunction development. Front Med (Lausanne). 2022 Sep 13;9:944294. doi: 10.3389/fmed.2022.944294. PMID: 36177331; PMCID: PMC9513435. 【5.058】

12. Ma Y, Li J, Xu X, Zhang Y, Lin Y. The CT delta-radiomics based machine learning approach in evaluating multiple primary lung adenocarcinoma. BMC Cancer. 2022 Sep 3;22(1):949. doi: 10.1186/s12885-022-10036-1. PMID: 36057553; PMCID: PMC9440600. 【4.638】

13. Zhang Y, Xu Y, Yu T, Chen J, Zhao M, Lin C. Biphasic squamoid alveolar renal cell carcinoma: description of a rare case and a literature analysis. Quant Imaging Med Surg. 2022 Jul;12(7):3987-3994. doi: 10.21037/qims-21-1230. PMID: 35782264; PMCID: PMC9246752. 【4.63】

14. Chen L, Pan Y, Zhong F, Yuan TJ, Wang H, Chen T, Lv H, Cheng X, Liu JM, Lu Y. Using QCT to evaluate bone mineral and abdominal adipose changes in patients with primary hyperparathyroidism and comparing it to DXA for bone status assessment: a retrospective case-control study. Ann Transl Med. 2022 May;10(10):606. doi: 10.21037/atm-22-1827. PMID: 35722433; PMCID: PMC9201153. 【3.932】

15. Yuan H, Peng Y, Xu X, Tu S, Wei Y, Ma Y. A Tumoral and Peritumoral CT-Based Radiomics and Machine Learning Approach to Predict the Microsatellite Instability of Rectal Carcinoma. Cancer Manag Res. 2022 Aug 9;14:2409-2418. doi: 10.2147/CMAR.S377138. PMID: 35971393; PMCID: PMC9375564. 【3.602】

16. Zhang Y, Chen J, Yuan F, Zhang B, Ding B, Zhang H. Prognostic role of iodine values for gastric cancer after neoadjuvant chemotherapy: a strong independent prognostic factor. Diagn Interv Radiol. 2022 Sep;28(5):388-395. doi: 10.5152/dir.2022.201007. PMID: 35997476; PMCID: PMC9682597. 【3.35】

17. Ma Y, Wen Y, Zhong J. CT-based differentiation of solid pseudopapillary neoplasm and nonfunctional neuroendocrine tumor of pancreas. Diagn Interv Radiol. 2022 Mar;28(2):124-130. doi: 10.5152/dir.2022.20926. PMID: 35548896. 【3.346】

18. Gu H, Liang H, Zhong J, Wei Y, Ma Y. How does the pancreatic solid pseudopapillary neoplasm confuse us: Analyzing from the point view of MRI-based radiomics? Magn Reson Imaging. 2022 Jan;85:38-43. doi: 10.1016/j.mri.2021.10.034. Epub 2021 Oct 20. PMID: 34687847. 【3.13】

19. Yan Y, Zhang X, Meng Y, Shen Q, He L, Cheng G, Gong X. Sagittal intervertebral rotational motion: a deep learning-based measurement on flexion-neutral-extension cervical lateral radiographs. BMC Musculoskelet Disord. 2022 Nov 8;23(1):967. doi: 10.1186/s12891-022-05927-0. PMID: 36348426; PMCID: PMC9641900. 【 2.562】

20. Sun X, Song Z, Jiang H, Ma Y, Chen M. Image classification of immune checkpoint inhibitor-related pneumonia in lung cancer patients. Clin Imaging. 2022 Jun;86:31-37. doi: 10.1016/j.clinimag.2022.03.012. Epub 2022 Mar 18. PMID: 35325631. 【2.42】

21. 申洋。基于CT影像组学鉴别乏脂肪型肾血管平滑肌脂肪瘤与肾透明细胞癌.医学影像学杂志, 2022(007):032.

22. 孟宇。基于Faster R卷积神经网络构建胸部X线片异物智能检测模型的可行性研究.中华医学会, 2022(56)12.

23. 邢小炜。肝X受体β在电针治疗慢性脑缺血炎性损伤中的作用研究. 2022,15(2):122-126.

24. 宋侨伟。 头颅所处线圈位置对3DT1FSPGR序列信噪比的影响[J].浙江创伤外科, 2022(003):024.

25. 潘丽雅。膝关节退行性骨关节病中软骨改变的MRI表现[J].浙江临床医学, 2022, 24(9):2.

26. 闻晓燕。肘部静脉输液防针头滑脱固定器的设计及应用.护理与康复, 2022, 21(4):2

知识产权

1. 余苔痕。胃癌多中心研究信息自动录入系统，实用新型专利2022SR1266595 2022.05.12

2. 闻晓燕。DSA运送智能呼叫系统 2022SR0405747

3. 闻晓燕。DSA智能手术排程软件 2022SR0404727

4. 闻晓燕。脑动脉取栓术DTP时间管理系统2022SR0435948

著作：

1. 毛德旺，副主编。医学影像检查技术学，科学出版社，2022年1月出版，107.1万字 。

2. 毛德旺，参编。外周淋巴水肿预防与治疗，浙江大学出版社，2022年5月出版，30万字。

3. 龚向阳，主编。长三角地区临床放射质量控制标准，上海科学技术出版社，2022年7月出版，35万字。