Page 68 - AIH-1-2

Artificial Intelligence in Health AI in AD – Diagnosis and monitoring

34. Guimarães P, Batista A, Zieger M, Kaatz M, Koenig K. A study protocol for a randomized, participant-and assessor-
Artificial intelligence in multiphoton tomography: Atopic blind, sham-controlled trial. Evid Based Complement
dermatitis diagnosis. Sci Rep. 2020;10(1):7968. Alternat Med. 2021;2021:5584247.
doi: 10.1038/s41598-020-64937-x doi: 10.1155/2021/5584247
35. Nomura I, Tanaka K, Tomita H, et al. Evaluation of the 45. Litvak Y, Byndloss MX, Bäumler AJ. Colonocyte metabolism
Staphylococcal exotoxins and their specific IgE in childhood shapes the gut microbiota. Science. 2018;362(6418):eaat9076.
atopic dermatitis. J Allergy Clin Immunol. 1999;104(2):441-446.
doi: 10.1126/science.aat9076
doi: 10.1016/s0091-6749(99)70390-8
46. Ghosh D, Bernstein JA, Khurana Hershey GK,
36. Orfali RL, Sato MN, Santos VG, et al. Staphylococcal Rothenberg ME, Mersha TB. Leveraging multilayered
enterotoxin B induces specific IgG4 and IgE antibody serum “Omics” data for atopic dermatitis: A road map to precision
levels in atopic dermatitis. Int J Dermatol. 2014;54(8):898-904. medicine. Front. Immunol. 2018;9:2727.
doi: 10.1111/ijd.12533 doi: 10.3389/fimmu.2018.02727
37. Kakinuma T, Nakamura K, Wakugawa M, et al. Thymus 47. Sacco KA, Milner JD. Gene-environment interactions in
and activation-regulated chemokine in atopic dermatitis: primary atopic disorders. Curr Opin Immunol. 2019;60:148-155.
Serum thymus and activation-regulated chemokine level is doi: 10.1016/j.coi.2019.06.002
closely related with disease activity. J Allergy Clin Immunol.
2001;107(3):535-541. 48. Lloyd-Price J, Arze C, Ananthakrishnan AN, et al. Multi-
omics of the gut microbial ecosystem in inflammatory bowel
doi: 10.1067/mai.2001.113237
diseases. Nature. 2019;569(7758):655-662.
38. Hijnen D, De Bruin-Weller M, Oosting B, et al. Serum thymus doi: 10.1038/s41586-019-1237-9
and activation-regulated chemokine (TARC) and cutaneous T
cell-attracting chemokine (CTACK) levels in allergic diseases 49. Kang MJ, Lee SY, Park YM, et al. Interactions between
TARC and CTACK are disease-specific markers for atopic IL-17 variants and Streptococcus in the gut contribute to the
dermatitis. J Allergy Clin Immunol. 2004;113(2):334-340. development of atopic dermatitis in infancy. Allergy Asthma
Immunol Res. 2021;13(3):404-149.
doi: 10.1016/j.jaci.2003.12.007
doi: 10.4168/aair.2021.13.3.404
39. Thijs JL, Nierkens S, Herath A, et al. A panel of biomarkers
for disease severity in atopic dermatitis. Clin Exp Allergy. 50. Jiang Z, Li J, Kong N, et al. Accurate diagnosis of atopic
2015;45(3):698-701. dermatitis by combining transcriptome and microbiota data
with supervised machine learning. Sci Rep. 2022;12:290.
doi: 10.1111/cea.12486
doi: 10.1038/s41598-021-04373-7
40. Krishnan A, Woo CW, Chang LJ, et al. Somatic and vicarious
pain are represented by dissociable multivariate brain 51. Dautović A, Dondras B, Dervisbegovic F, et al. Diagnosis of
patterns. Elife. 2016;5:e15166. atopic dermatitis using artificial neural network. IFAC Pap
OnLine. 2022;55(4):51-55.
doi: 10.7554/elife.15166
doi: 10.1016/j.ifacol.2022.06.008
41. Wager TD, Atlas LY, Lindquist MA, Roy M, Woo CW,
Kross E. An fMRI-based neurologic signature of physical 52. Pan K, Hurault G, Arulkumaran K, Williams HC, Tanaka RJ.
pain. N Engl J Med. 2013;368(15):1388-1397. EczemaNet: A Detection and Severity Assessment of Atopic
Dermatitis. In: International Workshop on Machine Learning
doi: 10.1056/nejmoa1204471
in Medical Imaging; 2020. p. 220-230.
42. Lee IS, Yeom M, Kim K, Hahm DH, Kang S, Park HJ. doi: 10.1007/978-3-030-59861-7_23
Prediction of disease severity using serum biomarkers in
patients with mild-moderate atopic dermatitis: A pilot 53. Padilla D, Yumang A, Diaz AL, Inlong G. Differentiating Atopic
study. PLoS One. 2023;18(11):e0293332. Dermatitis and Psoriasis Chronic Plaque using Convolutional
Neural Network MobileNet Architecture. In: IEEE
doi: 10.1371/journal.pone.0293332
11 International Conference on Humanoid, Nanotechnology,
th
43. Kang S, Kim YK, Yeom M, et al. Acupuncture improves Information Technology, Communication and Control,
symptoms in patients with mild-to-moderate atopic Environment, and Management (HNICEM); 2019. p. 1-6.
dermatitis: A randomized, sham-controlled preliminary 54. Patella V, Florio G, Palmieri M, et al. Atopic dermatitis
trial. Complement Ther Med. 2018;41:90-98.
severity during exposure to air pollutants and weather
doi: 10.1016/j.ctim.2018.08.013 changes with an artificial neural network (ANN) analysis.
Pediatr Allergy Immunol. 2020;31(8):938-945.
44. Kim J, Kwon SK, Lee IS, et al. Effect of acupuncture on gut-
brain axis parameters in patients with atopic dermatitis: doi: 10.1111/pai.13314

Volume 1 Issue 2 (2024) 62 doi: 10.36922/aih.2775