Page 143 - AIH-2-4

Artificial Intelligence in Health Artificial intelligence app for EVD navigation

10. Rawat W, Wang Z. Deep convolutional neural networks 22. Seetha J, Raja SS. Brain tumor classification using
for image classification: A comprehensive review. Neural convolutional neural networks. Biomed Pharmacol J.
Computat. 2017;29(9):2352-2449. 2018;11(3):1457.
11. Gu J, Wang Z, Kuen J, et al. Recent advances in convolutional 23. Pereira S, Pinto A, Alves V, Silva CA. Brain tumor
neural networks. Pattern Recogn. 2018;77:354-377. segmentation using convolutional neural networks in MRI
images. IEEE Trans Med Imaging. 2016;35(5):1240-1251.
12. Albawi S, Mohammed TA, Al-Zawi S. Understanding of
a Convolutional Neural Network. New York: IEEE; 2017. 24. Abumoussa A, Gopalakrishnan V, Succop B, et al. Machine
p. 1-6. learning for automated and real-time two-dimensional to
three-dimensional registration of the spine using a single
13. Yamashita R, Nishio M, Do RKG, Togashi K. Convolutional
neural networks: An overview and application in radiology. radiograph. Neurosurg Focus. 2023;54(6):E16.
Insights Imaging. 2018;9:611-629. doi: 10.3171/2023.3.FOCUS2345
doi: 10.1007/s13244-018-0639-9 25. Eckert M, Volmerg JS, Friedrich CM. Augmented reality
in medicine: Systematic and bibliographic review. JMIR
14. Huang J, Shen H, Wu J, et al. Spine Explorer: A deep learning
based fully automated program for efficient and reliable Mhealth Uhealth. 2019;7(4):e10967.
quantifications of the vertebrae and discs on sagittal lumbar doi: 10.2196/10967
spine MR images. Spine J. 2020;20(4):590-599.
26. Brookes MJ, Chan CD, Baljer B, et al. Surgical advances in
doi: 10.1016/j.spinee.2019.11.010 osteosarcoma. Cancers (Basel). 2021;13(3):388.
15. Lehnen NC, Haase R, Faber J, et al. Detection of doi: 10.3390/cancers13030388
degenerative changes on MR images of the lumbar spine 27. Kraeima J, Glas HH, Merema BBJ, Vissink A, Spijkervet FK,
with a convolutional neural network: A feasibility study. Witjes MJ. Three‐dimensional virtual surgical planning
Diagnostics (Basel). 2021;11(5):902.
in the oncologic treatment of the mandible. Oral Dis.
doi: 10.3390/diagnostics11050902 2021;27(1):14-20.
16. Cheng YK, Lin CL, Huang YC, et al. Automatic segmentation doi: 10.1111/odi.13631
of specific intervertebral discs through a two-stage 28. Bobak MJ, Weber MW, Doellman MA, et al. Modafinil
multiresunet model. J Clin Med. 2021;10(20):4760.
activates phasic dopamine signaling in dorsal and ventral
doi: 10.3390/jcm10204760 striata. J Pharmacol Exp Ther. 2016;359(3):460-470.
17. Lessmann N, Van Ginneken B, De Jong PA, Išgum I. doi: 10.1124/jpet.116.236000
Iterative fully convolutional neural networks for automatic 29. Lavé A, Meling TR, Schaller K, Corniola MV. Augmented
vertebra segmentation and identification. Med Image Anal. reality in intracranial meningioma surgery: Report of a case
2019;53:142-155.
and systematic review. J Neurosurg Sci. 2020;64(4):369-376.
doi: 10.1016/j.media.2019.02.005
doi: 10.23736/S0390-5616.20.04945-0
18. Janssens R, Zeng G, Zheng G. Fully Automatic Segmentation
of Lumbar Vertebrae from CT Images using Cascaded 3D Fully 30. Lee C, Wong GKC. Virtual reality and augmented reality
in the management of intracranial tumors: A review. J Clin
Convolutional Networks. New York: IEEE; 2018. p. 893-897.
Neurosci. 2019;62:14-20.
19. Caesarendra W, Rahmaniar W, Mathew J, Thien A.
Automated Cobb angle measurement for adolescent doi: 10.1016/j.jocn.2018.12.036
idiopathic scoliosis using convolutional neural network. 31. Gerard IJ, Kersten-Oertel M, Petrecca K, Sirhan D, Hall JA,
Diagnostics (Basel). 2022;12(2):396. Collins DL. Brain shift in neuronavigation of brain tumors:
A review. Med Image Anal. 2017;35:403-420.
doi: 10.3390/diagnostics12020396
doi: 10.1016/j.media.2016.08.007
20. Sun Y, Xing Y, Zhao Z, Meng X, Xu G, Hai Y. Comparison
of manual versus automated measurement of Cobb angle 32. Inoue D, Cho B, Mori M, et al. Preliminary study on the
in idiopathic scoliosis based on a deep learning keypoint clinical application of augmented reality neuronavigation.
detection technology. Eur Spine J. 2022;31:1969-1978. J Neurol Surg A Cent Eur Neurosurg. 2013;74(2):71-76.
doi: 10.1007/s00586-021-07025-6 doi: 10.1055/s-0032-1333415
21. Small J, Osler P, Paul A, Kunst M. CT cervical spine fracture 33. Tabrizi LB, Mahvash M. Augmented reality-guided
detection using a convolutional neural network. AJNR Am J neurosurgery: Accuracy and intraoperative application of an
Neuroradiol. 2021;42(7):1341-1347. image projection technique. J Neurosurg. 2015;123(1):206-211.
doi: 10.3174/ajnr.A7094 doi: 10.3171/2014.9.JNS141001

Volume 2 Issue 4 (2025) 137 doi: 10.36922/aih.8195