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成果及论文

1. Li W, Jia FC, Liu WJ. EndoSRR: a comprehensive multi-stage approach for endoscopic specular reflection removal. International Journal of Computer Assisted Radiology and Surgery. 2024. In press.

2. Li YC, Bai BZ, Jia FC. Parameter-efficient framework for surgical action triplet recognition. International Journal of Computer Assisted Radiology and Surgery. 2024. In press.

3. Ouyang SM, He BC, Luo HL, Jia FC. SwinD-Net: a lightweight segmentation network for laparoscopic liver segmentation. Computer Assisted Surgery. 2024. 29(1):2329675.

4. Lin X, Jiang H, Zhao S, Hu HB, Jiang HJ, Li JP, Jia FC.  MRI-based radiomics model for preoperative prediction of extramural venous invasion of rectal adenocarcinoma. Acta Radiologica. 2024. 65(1):68-75.

5. Dai YM, Zeng X, Zhao S, Hu H, Li JP, Liang ZH, Jia FC, Jiang HJ. Hotspots evolution and trend analysis of artificial intelligence applied in hepatocellular carcinoma since 2012: a bibliometric analysis. Chinese Journal of Academic Radiology. 2024. 7:66–78.

6. Jiang XL, Pei J, Liu JW, Jia FC. An MRI-only three-dimensional cephalometry protocol based on the integrated and modular architecture of the human head. Current Medical Imaging. 2024. 20:e15734056258953.

7. Li YC, Xia T, Luo HL, He BC, Jia FC.  MT-FiST: A multi-task fine-grained spatial-temporal framework for surgical action triplet recognition. IEEE Journal of Biomedical and Health Informatics. 2023. 27(10):4983-4994.

8. Li YC, Jia SF, Song GB, Wang P, Jia FC. SDA-CLIP: surgical visual domain adaptation using video and text labels. Quantitative Imaging in Medicine and Surgery. 2023. 13(10):6989-7001.

9. He BC, Zhao S, Dai YM, Wu JQ, Luo HL, Guo JX, Ni ZP, Wu TC, Kuang FY, H Jiang HJ, Zhang YF, Jia FC. A robust and automatic CT‐3D ultrasound registration method based on segmentation, context and edge hybrid metric. Medical Physics. 2023. 50:6243-6258.

10. Dai YM, Liu DM, Xin YJ, Li YC, Wang DD, He BC, Zeng X, Li JP, Jia FC, Jiang HJ. Efficacy and interpretability analysis of noninvasive imaging based on computed tomography in patients with hepatocellular carcinoma after initial transarterial chemoembolization. Academic Radiology. 2023. 30:S61-S72.

11. Wu XW, Wang DH, Xiang N, Pan MX, Jia FC, Yang J, Fang CH. Augmented reality-assisted navigation system contributes to better intraoperative and short-time outcomes of laparoscopic pancreaticoduodenectomy: a retrospective cohort study. International Journal of Surgery. 2023. 109(9):2598-2607.

12. Qing GL, Jia FC, Liu JW, Jiang XL. Anatomical network modules of the human central nervous-craniofacial skeleton system. Frontiers in Neurology. 2023. 14: 1164283.

13. Nwoye CI, Alapatt D, Yu T, Vardazaryan A, Xia FF, Zhao ZX, Xia T, Jia FC, et al. Cholectriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Analysis. 2023. 86:102803.

14. Chao Z, Xu WT, Liu RG, Cho H, Jia FC. Surgical action detection based on path aggregation adaptive spatial network. Multimedia Tools and Applications. 2023. 82(17): 26971-26986.

15. Guan PD, Luo HL, Guo JX, Zhang YF, Jia FC. Introperative laparoscopic liver surface registration with preoperative CT using mixing features and overlapping region masks. International Journal of Computer Assisted Radiology and Surgery. 2023. 18(8):1521-1531.

16. Fang K, He BC, Liu LB, Hu HY, Fang CH, Huang XG, Jia FC. UMRFormer-net: a three-dimensional U-shaped pancreas segmentation method based on a double-layer bridged transformer network. Quantitative Imaging in Medicine and Surgery. 2023. 13(3):1619-1630.

17. Sun B, Jia SF, Jiang XL, Jia FC. Double U-Net CycleGAN for 3D MR to CT image synthesis. International Journal of Computer Assisted Radiology and Surgery. 2023. 18(1):149-156.

18. Wang DD, Zhang JF, Zhang LH, Niu M, Jiang HJ, Jia FC, Feng ST. Clinical-radiomics predictors to identify the suitability of transarterial chemoembolization treatment in intermediate-stage hepatocellular carcinoma: A multicenter study. Hepatobiliary & Pancreatic Diseases International. 2023. 22(6):594-604.

19. Wu XW, Zeng N, Hu HY, Pan MX, Jia FC, Wen S, Tian J, Yang J, Fang CH. Preliminary exploration on the efficacy of augmented reality-guided hepatectomy for hepatolithiasis. Journal of the American College of Surgeons. 2022. 235(4): 677-688.

20. Chao Z, Duan XG, Jia SF, Guo XJ, Liu H, Jia FC. Medical image fusion via discrete stationary wavelet transform and an enhanced radial basis function neural network. Applied Soft Computing. 2022. 118:108542.

21. Luo HL, Wang CC, Duan XG, Liu H, Wang P, Hu QM, Jia FC. Unsupervised learning of depth estimation from imperfect rectified stereo laparoscopic images. Computers in Biology and Medicine. 2022. 140:105109.

22. He BC, Yin DL, Chen XX, Luo HL, Xiao DQ, He M, Wang GS, Fang CH, Liu LX, Jia FC. A study of generalization and compatibility performance of 3D U-Net segmentation on multiple heterogeneous liver CT datasets. BMC Medical Imaging. 2021. 21:1-13.

23. Xia T, Jia FC. Against spatial-temporal discrepancy: Contrastive learning based network for surgical workflow recognition. International Journal of Computer Assisted Radiology and Surgery. 2021. 16: 839-848.

24. Zhang WY, Yin DL, Chen XX, Zhang SG, Meng FZ, Guo HR, Liang SH, Zhou S, Liu SX, Sun LM, Guo X, Luo HL, He BC, Xiao DQ, Cai W, Fang CH, Liu LX, Jia FC. Morphologic change of in vivo porcine liver under 13 mm Hg pneumoperitoneum pressure. Surgical Laparoscopy Endoscopy & Percutaneous Techniques 2021.31(6):679-684.

25. Lin X, Zhao S, Jiang HJ, Jia FC, Wang GS, He BC, Jiang H, Ma X, Li JP, Shi ZX. A radiomics-based nomogram for preoperative T staging prediction of rectal cancer. Abdominal Radiology. 2021. 46(10):4525-4535.

26. Zhang WQ, Zhu W, Yang J, Xiang N, Zeng N, Hu HY, Jia FC, Fang CH. Augmented reality navigation for stereoscopic laparoscopic anatomical hepatectomy of primary liver cancer: preliminary experience. Frontiers in  Oncology. 2021. 11:663236.

27. Luo HL, Yin DL, Zhang SG, Xiao DQ, He BC, Meng FZ, Zhang YF, Cai W, He SH, Zhang WY, Hu QM, Guo HR, Liang SH, Zhou S, Liu SX, Sun LM, Guo X, Fang CH, Liu LX, Jia FC. Augmented reality navigation for liver resection with a stereoscopic laparoscope. Computer Methods and Programs in Biomedicine. 2020. 187:105099.

28. He M, Zhang P, Ma X, He BC, Fang CH, Jia FC. Radiomic feature-based predictive model for microvascular invasion in patients with hepatocellular carcinoma. Frontiers in Oncology. 2020. 10: 574228.

29. Zheng SC, Lin X, Zhang WF, He BC, Jia SF, Wang P, Jiang HJ, Shi JJ, Jia FC. MDCC-Net: Multiscale double-channel convolution U-Net framework for colorectal tumor segmentation. Computers in Biology and Medicine. 2021.  130:104183.

30. Zhang P, Luo HL, Zhu W, Yang J, Zeng N, Fan YF, Wen S, Xiang N, Jia FC, Fang CH. Real-time navigation for laparoscopic hepatectomy using image fusion of preoperative 3D surgical plan and intraoperative indocyanine green fluorescence imaging. Surgical Endoscopy. 2020. 34(8): 3449-3459.

31. Cai W, He BC, Hu M, Zhang WY, Xiao DQ, Yu H, Song Q, Xiang N, Yang J, He SS, Huang YH, Huang WJ, Jia FC, Fang CH. A radiomics-based nomogram for the preoperative prediction of posthepatectomy liver failure in patients with hepatocellular carcinoma. Surgical Oncology-Oxford. 2019. 28: 78-85.

32. Li CL, Deng YJ, He YH, Zhai HC, Jia FC. The development of brain functional connectivity networks revealed by resting-state functional magnetic resonance imaging. Neural Regeneration Research. 2019. 14(8): 1419-1429.

33. Xu K, Chen ZY, Jia FC. Unsupervised binocular depth prediction network for laparoscopic surgery. Computer Assisted Surgery. 2019. 24(S1):30-35.

34. Wang CM, Elazab A, Jia FC, Wu JH, Hu QM. Automated chest screening based on a hybrid model of transfer learning and convolutional sparse denoising autoencoder. Biomedical Engineering Online. 2018. 17: 63.
35. Zhang WY, Cai W, He BC, Xiang N, Fang CH, Jia FC. A radiomics-based formula for the preoperative prediction of postoperative pancreatic fistula in patients with pancreaticoduodenectomy. Cancer Management and Research. 2018. 10: 6469-6478.
36. He BC, Xiao DQ, Hu QM, Jia FC. Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement. IEEE Access. 2018. 6: 2005-2015.
37. Xiao DQ, Li Y, Luo HL, Zhang YF, Guo XJ, Zheng HM, Hu QM, Jia FC. In vivo comparison of two navigation systems for abdominal percutaneous needle intervention. Abdominal Radiology. 2017. 42(7): 1993-2000.
38. Xu JP, Elazab A, Liang JH, Jia FC, Zheng HM, Wang WM, Wang LM, Hu QM. Cortical and subcortical structural plasticity associated with the glioma volumes in patients with cerebral gliomas revealed by surface-based morphometry. Fronteries in Neurology. 2017. 8: 266.
39. Cai W, Fan YF, Hu HY, Xiang N, Fang CH, Jia FC. Postoperative liver volume was accurately predicted by a medical image three dimensional visualization system in hepatectomy for liver cancer. Surgical Oncology-Oxford. 2017. 26(2): 188-194.
40. Zhang TQ, Elazab A, Wang XG, Jia FC, Wu JH, Li GL, Hu QM. A novel technique for robust and fast segmentation of corneal layer interfaces based on spectral-domain optical coherence tomography imaging. IEEE Access. 2017. 5: 10352-10363.
41. Zhai HC, Yu Y, Zhang W, Chen G, Jia FC. ACC and IPL networks in the perception of the faces of parents during selective tasks. Brain Imaging and Behavior. 2016. 10(4): 1172-1183.
42. Xiao YQ, Brauer J, Lauckner M, Zhai HC, Jia FC, Margulies DS, Friederici AD. Development of the intrinsic language network in preschool children from ages 3 to 5 years. Plos One. 2016. 11(11): e0165802.
43. Jimenez-del-Toro O, Muller H, Krenn M, Gruenberg K, Taha AA, Winterstein M, Eggel I, Foncubierta-Rodriguez A, Goksel O, Jakab A,  Kontokotsios G, Langs G, Menze BH, Fernandez TS, Schaer R, Walleyo A, Weber MA, Cid YD, Gass T, Heinrich M, Jia FC, Kahl F, Kechichian R, Mai D, Spanier AB, Vincent G, Wang CL, Wyeth D, Hanbury A. Cloud-based evaluation of anatomical structure segmentation and landmark detection algorithms: VISCERAL anatomy benchmarks. IEEE Transactions on Medical Imaging. 2016. 35(11): 2459-2375.
44. Li YH, Jia FC, Qin J. Brain tumor segmentation from multimodal magnetic resonance images via sparse representation. Artificial Intelligence in Medicine. 2016. 73: 1-13.
45. Xiao DQ, Luo HL, Jia FC, Zhang YF, Li Y, Guo XJ, Cai W, Fang CH, Fan YF, Zheng HM, Hu QM. A Kinect (TM) camera based navigation system for percutaneous abdominal puncture. Physics in Medicine and Biology. 2016. 61(15): 5687-5705.
46. He BC, Huang C, Sharp G, Zhou SJ, Hu QM, Fang CH, Fan YF, Jia FC. Fast automatic 3D liver segmentation based on a three-level AdaBoost-guided active shape model. Medical Physics. 2016. 43(5): 2421-2434.
47. Xiao YQ, Zhai HC, Friederici AD, Jia FC. The development of the intrinsic functional connectivity of default network subsystems from age 3 to 5. Brain Imaging and Behavior. 2016. 10(1): 50-59.
48. Cai W, He BC, Fan YF, Fang CH, Jia FC. Comparison of liver volumetry on contrast-enhanced CT images: one semiautomatic and two automatic approaches. Journal of Applied Clinical Medical Physics. 2016. 17(6): 118-127.