Page 33 - AN-4-3

Advanced Neurology Artificial intelligence in epilepsy education

35. Burbach F, Lecce F, Allen VM, Porter CM. A conversational, doi: 10.1038/s41591-018-0268-3
virtual, avatar-led cognitive behavioral therapy app 46. Zhou F, Wang J. Heartbeat classification method combining
intervention for improving the quality of life and mental multi-branch convolutional neural networks and
health of people with epilepsy: Protocol for a randomized transformer. iScience. 2024;27(3):109307.
controlled trial. JMIR Res Protoc. 2022;11(11):e40361.
doi: 10.1016/j.isci.2024.109307
doi: 10.2196/40261
47. Siddiqui M, Morales-Menendez R, Huang X, Hussain N.
36. Arkhipov VV, Burmistrova NI. Automated Information A review of epileptic seizure detection using machine
systems as a new approach to risk management of learning classifiers. Brain Inform. 2020;7(1):5.
pharmacotherapy in the treatment of epilepsy. Saf Risk
Pharmacother. 2022;10(2):151-160. doi: 10.1186/s40708-020-00105-1
doi: 10.30895/2312-7821-2022-10-2-247 48. Yang Y, Truong N, Maher C, Nikpour A, Kavehei O.
Continental generalization of a human-in-the-loop AI
37. Komasawa N, Yokohira M. Simulation-based education in system for clinical seizure recognition. Expert Syst Appl.
the artificial intelligence era. Cureus. 2023;15(6):e40940.
2022;207:118083.
doi: 10.7759/cureus.40940
doi: 10.1016/j.eswa.2022.118083
38. Farrukh K. Simulation based inter-professional 49. Mirowski P, LeCun Y, Madhavan D, Kuzniecky R. Comparing
education - integrating theory, practice and healthcare SVM and Convolutional Networks for Epileptic Seizure
professionals. J Bahria Univ Med Dent Coll. 2022;13(01):73-74.
Prediction from Intracranial EEG. In: 2008 IEEE Workshop
doi: 10.51985/jbumdc2022158 on Machine Learning for Signal Processing. Cancun, Mexico;
2008. p. 244-249.
39. Rayburn D, Faris G, Ahmed R, et al. Utilizing simulation to
improve pre-hospital medical care for pediatric seizure. Int J doi: 10.1109/MLSP.2008.4685487
Healthc Simul. 2023:1-13.
50. Pedersen M, Pardoe H, Weger A, et al. Towards responsible
doi: 10.54531/zola9724 artificial intelligence in medicine: Reflections from the
Australian Epilepsy Project. OSFPreprints [Preprint]. 2023.
40. Jaykar A. How artificial intelligence is used to detect epileptic
EEG patterns with perfection? Int Res J Mod Eng Technol Sci. 51. Balta N. Ethical considerations in using AI in educational
2023;5(10):992-1000. research. J Res Didactical Sci. 2023;2(1):14205.
doi: 10.56726/IRJMETS45230 doi: 10.51853/jorids/14205
41. Mucci A, Green W, Hill L. Incorporation of artificial 52. Huang L. Ethics of artificial intelligence in education:
intelligence in healthcare professions and patient education Student privacy and data protection. Sci Insights Educ Front.
for fostering effective patient care. New Dir Adult Contin 2023;16(2):2577-2587.
Educ. 2024;2024(181):51-62.
doi: 10.15354/sief.23.re202
doi: 10.1002/ace.20521
53. Pascual D, Amirshahi A, Aminifar A, Atienza D, Ryvlin P,
42. Stibbs P, Woo J, Brody T. Utilization of AI-based tools Wattenhofer R. EpilepsyGAN: Synthetic epileptic brain
like ChatGPT in the Training of medical students and activities with privacy preservation. IEEE Trans Biomed Eng.
interventional radiology residents: Opportunities, 2020;68(8):2435-2446.
challenges, and implications. SciOpen Posters. 2023.
doi: 10.1109/TBME.2020.3042574
doi: 10.14293/p2199-8442.1.sop-.pftabj.v1
54. Athar A, Shoka E, Dessouky M, El-Sayed A, Hemdan E. An
43. Shankar PR. Artificial intelligence in health professions efficient CNN based epileptic seizures detection framework
education. Arch Med Health Sci. 2022;10(2):256-261. using encrypted EEG signals for secure telemedicine
applications. Alex Eng J. 2022;65:399-412.
doi: 10.4103/amhs.amhs_234_22
doi: 10.1016/j.aej.2022.10.014
44. Chung Y, Jeon Y, Yoo S, Kim H, Hwang H. Big data analysis
and artificial intelligence in epilepsy - common data model 55. Saeizadeh A, Schonholtz D, Uvaydov D, Guida R,
analysis and machine learning-based seizure detection and Demirors E, Johari P, Jimenez J. SeizNet: An AI-enabled
forecasting. Clin Exp Pediatr. 2022;65(6):272-282. implantable sensor network system for seizure prediction.
arXiv. 2024.
doi: 10.3345/cep.2021.00766
doi: 10.48550/arxiv.2401.06644
45. Hannun A, Rajpurkar P, Haghpanahi M, et al. Cardiologist-
level arrhythmia detection and classification in ambulatory 56. Zhao W, Wang WF, Patnaik LM, et al. Residual and
electrocardiograms using a deep neural network. Nat Med. bidirectional LSTM for epileptic seizure detection. Front
2019;25(1):65-69. Comput Neurosci. 2024;18:1415967.

Volume 4 Issue 3 (2025) 27 doi: 10.36922/an.4777