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Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art

Cilt: 2 Sayı: 2 31 Aralık 2020
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Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art

Öz

Radiomics is nascent field that involves extracting quantitative features - radiomic features from medical images that corrolate with the properties of the concerned lesion, such as the heterogeneity, shape, volume, proteomic, demographic and histology that have personalizied clinical value in diagnosis, prognosis and treatment. Our article aims to explore and review the state-of-art Radiomics and texture analysing in neuro-oncology, address the challenges a provide a prospect for future studies.

Anahtar Kelimeler

Kaynakça

  1. 1. Mayerhoefer ME, Materka A, Langs G, Häggström I, Szczypiński P, Gibbs P, Cook G. Introduction to Radiomics. J Nucl Med. 2020 Apr;61(4):488-495. doi: 10.2967/jnumed.118.222893. Epub 2020 Feb 14. PMID: 32060219.
  2. 2. Liao X, Cai B, Tian B, Luo Y, Song W, Li Y. Machine-learning based radiogenomics analysis of MRI features and metagenes in glioblastoma multiforme patients with different survival time. J Cell Mol Med. 2019 Jun;23(6):4375-4385. doi: 10.1111/jcmm.14328. Epub 2019 Apr 18. PMID: 31001929; PMCID: PMC6533509
  3. 3. Hidetaka Arimura, Mazen Soufi, Hidemi Kamezawa, Kenta Ninomiya, Masahiro Yamada, Radiomics with artificial intelligence for precision medicine in radiation therapy, Journal of Radiation Research, Volume 60, Issue 1, January 2019, Pages 150–157
  4. 4. Suzuki K. Overview of deep learning in medical imaging. Radiol Phys Technol. 2017 Sep;10(3):257-273. doi: 10.1007/s12194-017-0406-5. Epub 2017 Jul 8. PMID: 28689314 5. Tselikas L, Sun R, Ammari S, Dercle L, Yevich S, Hollebecque A, Ngo-Camus M, Nicotra C, Deutsch E, Deschamps F, de Baere T. Role of image-guided biopsy and radiomics in the age of precision medicine. Chin Clin Oncol. 2019 Dec;8(6):57. doi: 10.21037/cco.2019.12.02. PMID: 31968981
  5. 6. Lambin P, Leijenaar RTH, Deist TM, Peerlings J, de Jong EEC, van Timmeren J, Sanduleanu S, Larue RTHM, Even AJG, Jochems A, van Wijk Y, Woodruff H, van Soest J, Lustberg T, Roelofs E, van Elmpt W, Dekker A, Mottaghy FM, Wildberger JE, Walsh S. Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol. 2017 Dec;14(12):749-762. doi: 10.1038/nrclinonc.2017.141. Epub 2017 Oct 4. PMID: 28975929.
  6. 7. Mirestean CC, Pagute O, Buzea C, Iancu RI, Iancu DT. Radiomic Machine Learning and Texture Analysis - New Horizons for Head and Neck Oncology. Maedica (Bucur). 2019 Jun;14(2):126-130. doi: 10.26574/maedica.2019.14.2.126. PMID: 31523292; PMCID: PMC6709390.
  7. 8. Park JE, Kickingereder P, Kim HS. Radiomics and Deep Learning from Research to Clinical Workflow: Neuro-Oncologic Imaging. Korean J Radiol. 2020;21(10):1126-1137. doi:10.3348/kjr.2019.0847
  8. 9. Leng Y, Wang X, Liao W, Cao Y. Radiomics in gliomas: A promising assistance 
for glioma clinical research. Zhong Nan Da Xue Xue Bao Yi Xue Ban. 2018 Apr 28;43(4):354-359. doi: 10.11817/j.issn.1672-7347.2018.04.004. PMID: 29774870.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Biyomedikal Mühendisliği

Bölüm

Derleme

Yayımlanma Tarihi

31 Aralık 2020

Gönderilme Tarihi

5 Ocak 2021

Kabul Tarihi

7 Ocak 2021

Yayımlandığı Sayı

Yıl 2020 Cilt: 2 Sayı: 2

Kaynak Göster

APA
Jameel, M., Jameel, M., & Şahin, S. (2020). Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art. Journal of Medical Innovation and Technology, 2(2), 143-147. https://izlik.org/JA67GW88MA
AMA
1.Jameel M, Jameel M, Şahin S. Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art. Journal of Medical Innovation and Technology. 2020;2(2):143-147. https://izlik.org/JA67GW88MA
Chicago
Jameel, Moamin, Muslim Jameel, ve Soner Şahin. 2020. “Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art”. Journal of Medical Innovation and Technology 2 (2): 143-47. https://izlik.org/JA67GW88MA.
EndNote
Jameel M, Jameel M, Şahin S (01 Aralık 2020) Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art. Journal of Medical Innovation and Technology 2 2 143–147.
IEEE
[1]M. Jameel, M. Jameel, ve S. Şahin, “Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art”, Journal of Medical Innovation and Technology, c. 2, sy 2, ss. 143–147, Ara. 2020, [çevrimiçi]. Erişim adresi: https://izlik.org/JA67GW88MA
ISNAD
Jameel, Moamin - Jameel, Muslim - Şahin, Soner. “Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art”. Journal of Medical Innovation and Technology 2/2 (01 Aralık 2020): 143-147. https://izlik.org/JA67GW88MA.
JAMA
1.Jameel M, Jameel M, Şahin S. Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art. Journal of Medical Innovation and Technology. 2020;2:143–147.
MLA
Jameel, Moamin, vd. “Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art”. Journal of Medical Innovation and Technology, c. 2, sy 2, Aralık 2020, ss. 143-7, https://izlik.org/JA67GW88MA.
Vancouver
1.Moamin Jameel, Muslim Jameel, Soner Şahin. Radiomics Utilization in Neuro-Oncology: Brief Review of the State-of-art. Journal of Medical Innovation and Technology [Internet]. 01 Aralık 2020;2(2):143-7. Erişim adresi: https://izlik.org/JA67GW88MA