Research graph
References from MRI radiomics-based predictive modeling for risk stratification and prognostication in oral tongue carcinoma. Local targets link to admitted publications; unresolved targets remain external evidence.
Imaging analytics using artificial intelligence in oncology: a comprehensive review
10.1016/j.clon.2023.09.013 · 2024 · External reference
Radiomics in oncology: a practical guide
10.1148/rg.2021210037 · 2021 · External reference
Texture analysis imaging “what a clinical radiologist needs to know
10.1016/j.ejrad.2021.110055 · 2022 · External reference
Radiomics: the facts and the challenges of image analysis
10.1186/s41747-018-0068-z · 2018 · External reference
Radiomics: the bridge between medical imaging and personalized medicine
10.1038/nrclinonc.2017.141 · 2017 · External reference
Unresolved reference
External reference
Oral cavity cancer in developed and in developing countries: population based incidence
10.1002/hed.21193 · 2010 · External reference
Prognostic evaluation of oral tongue cancer: means, markers, and perspectives (I)
10.1016/j.oraloncology.2010.06.008 · 2010 · External reference
Oral squamous cell carcinoma of tongue: histological risk assessment. a pilot study
10.4317/medoral.23011 · 2019 · External reference
Unresolved reference
External reference
Long-term outcomes of early stage oral tongue cancer: main cause of treatment failure and second primary Malignancy
10.1002/lio2.943 · 2022 · External reference
Prognostic value of radiological T category using conventional MRI in patients with oral tongue cancer: comparison with pathological T category
10.1007/s00234-024-03345-8 · 2024 · External reference
Clinical outcome and prognostic factors in recurrent oral squamous cell carcinoma after primary surgical treatment: a retrospective study
10.1007/s00784-021-04186-y · 2022 · External reference
Long-term outcomes of neo-adjuvant chemotherapy on borderline resectable oral cavity cancers: real-world data of 3266 patients and implications for clinical practice
10.1016/j.oraloncology.2023.106633 · 2024 · External reference
Induction chemotherapy in technically unresectable locally advanced oral cavity cancers: does it make a difference
10.4103/0019-509x.112263 · 2013 · External reference
Comprehensive review of post-treatment imaging in head and neck cancers: from expected to unexpected and beyond
10.1093/bjr/tqae207 · 2024 · External reference
Squamous cell carcinoma of the oral cavity, larynx, oropharynx and hypopharynx: EHNS-ESMO-ESTRO clinical practice guidelines for diagnosis, treatment and follow-up
10.1016/j.annonc.2020.07.011 · 2020 · External reference
Perineural invasion is a significant prognostic factor in oral squamous cell carcinoma: a systematic review and meta-analysis
10.3390/diagnostics13213339 · 2023 · External reference
Peri-neural invasion is an important prognostic factor of T2N0 oral cancer
10.21203/rs.3.rs-314431/v1 · 2022 · External reference
Radiological extranodal extension in head and neck cancers: current evidence and challenges in imaging detection and prognostic impact
10.1093/bjro/tzaf021 · 2025 · External reference
Diagnostic value of MRI-based iENE assessment for predicting major and minor extranodal extension in oral tongue carcinoma
10.1016/j.oraloncology.2026.107960 · 2026 · External reference
Impact of worst pattern of invasion on prognosis of oral squamous cell carcinoma: a systematic review and meta-analysis
10.1177/03000605231206260 · 2023 · External reference
Worst pattern of invasion: a prognostic indicator in early-stage oral tongue cancer: a single-center cohort study
10.1016/j.oor.2023.100141 · 2024 · External reference
MRI-based tumor signatures as prognostic biomarkers in oral tongue squamous cell carcinoma
10.3389/fonc.2026.1809223 · 2026 · External reference
MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures
10.1186/s40364-023-00494-5 · 2023 · External reference
Prognostic radiomic signature for head and neck cancer: development and validation on a multi-centric MRI dataset
10.1016/j.radonc.2023.109638 · 2023 · External reference
Prognostic role of pre-treatment magnetic resonance imaging (MRI)-based radiomic analysis in effectively cured head and neck squamous cell carcinoma (HNSCC) patients
10.1080/0284186x.2021.1924401 · 2021 · External reference
The prognostic role of MRI-based radiomics in tongue carcinoma: a multicentric validation study
10.1007/s11547-024-01859-y · 2024 · External reference
The impact of confounder selection criteria on effect estimation
10.1093/oxfordjournals.aje.a115101 · 1989 · External reference
Radiomics: the bridge between medical imaging and personalized medicine
10.1038/nrclinonc.2017.141 · 2017 · External reference
MRI-based deep learning and radiomics for prediction of occult cervical lymph node metastasis and prognosis in early-stage oral and oropharyngeal squamous cell carcinoma: a diagnostic study
10.1097/js9.0000000000001578 · 2024 · External reference
CT-based radiomic signatures for predicting histopathologic features in head and neck squamous cell carcinoma
10.1148/rycan.2020190039 · 2020 · External reference
MRI radiomics in head and neck cancer from reproducibility to combined approaches
10.1038/s41598-024-60009-6 · 2024 · External reference
