Alhadi Almangush

University of Helsinki — Finland

Medicine · Health Sciences

37h-index3.8kcitations116works4.52yr avg
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Research Topics

Head and Neck Cancer Studies(78), Cancer-related molecular mechanisms research(27), Radiomics and Machine Learning in Medical Imaging(26), Cancer Immunotherapy and Biomarkers(17), Cholangiocarcinoma and Gallbladder Cancer Studies(17)

Publications116 total

Machine learning for survival outcome in head and neck squamous cell carcinoma: a multicenter validation study
Scientific Reports·2025· 1 citedOpen Access
Validation of a New Histopathologic Risk Model in Early Oral Tongue Cancer
The American Journal of Surgical Pathology·2025· 1 citedOpen Access
Abstract 7451: Efficacy of chemoradiotherapy in older patients with advanced stage head and neck cancer: A propensity and machine learning analysis
Cancer Research·2025
Machine learning explainability for survival outcome in head and neck squamous cell carcinoma
International Journal of Medical Informatics·2025· 3 citedOpen Access
Stromal Prognostic Markers for Oral Cancer: An Update
Oral Diseases·2025· 5 citedOpen Access
Collaborative machine learning-guided overall survival prediction of oral squamous cell carcinoma
Acta Oto-Laryngologica·2024· 4 cited
Author response for "Stromal Prognostic Markers for Oral Cancer: An Update"
2024
Tertiary lymphoid structures in nasopharyngeal carcinoma: A multi-institutional study
Pathology - Research and Practice·2024· 1 citedOpen Access
Accumulating evidence from meta-analyses of prognostic studies on oral cancer: towards biomarker-driven patient selection
BMC Cancer·2024· 6 citedOpen Access
Machine Learning in Head and Neck Cancer: Clinical Prospects and Future Directions
Journal of Technology Research·2024Open Access
Massive parallel sequencing of head and neck conventional squamous cell carcinomas: A comprehensive review
Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin·2024· 3 citedOpen Access
Author response for "Stromal Prognostic Markers for Oral Cancer: An Update"
2024
Tumor Microenvironment‐Based Risk Stratification of Oropharyngeal Squamous Cell Carcinoma
Head & Neck·2024Open Access
Web‐based prognostic tools for oral tongue cancer: An analysis of online predictors
Oral Diseases·2024· 1 citedOpen Access
Assessment of tumor-infiltrating lymphocytes in head and neck cancer: Clinical scenarios
Oral Oncology·2024
Author response for "Web‐based prognostic tools for oral tongue cancer: An analysis of online predictors"
2024
Artificial Intelligence-Driven Radiomics in Head and Neck Cancer: Current Status and Future Prospects
International Journal of Medical Informatics·2024· 46 citedOpen Access
Author response for "Web‐based prognostic tools for oral tongue cancer: An analysis of online predictors"
2024
178 Implementation challenges of artificial intelligence-based radiomics in head and neck oncology: A systematic review
Radiotherapy and Oncology·2024
182 Artificial Intelligence-Driven Radiomics in Head and Neck Cancer: Current Status and Future Prospects
Radiotherapy and Oncology·2024· 3 cited
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Frequent Co-authors

Ilmo Leivo(36), Antti Mäkitie(36), Tuula Salo(27), Ricardo D. Coletta(18), Rasheed Omobolaji Alabi(13), Jaana Hagström(12), Mohammed Elmusrati(11), Caj Haglund(11), Luiz Paulo Kowalski(10), Ibrahim O. Bello(9), Pentti Nieminen(9), Matti Pirinen(8), Omar Youssef(7), Matti Pukkila(6), Jussi Laranne(6), Ylermi Soini(6), Reidar Grénman(6), Ilkka Heikkinen(6), Laura K. Mäkinen(5), Joonas H. Kauppila(5)