Prediction of oral squamous cell carcinoma based on machine learning of breath samples: a prospective controlled study.

Mentel, Sophia; Gallo, Kathleen; Wagendorf, Oliver; Preissner, Robert; Nahles, Susanne; Heiland, Max; Preissner, Saskia

Mentel, Sophia; Gallo, Kathleen; Wagendorf, Oliver; Preissner, Robert; Nahles, Susanne; Heiland, Max; Preissner, Saskia.

Afiliación

Mentel S; Department Oral and Maxillofacial Surgery, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Augustenburger Platz 1, 13353, Berlin, Germany.
Gallo K; Science-IT and Institute of Physiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Philippstrasse 12, 10115, Berlin, Germany.
Wagendorf O; Department Oral and Maxillofacial Surgery, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Augustenburger Platz 1, 13353, Berlin, Germany.
Preissner R; Science-IT and Institute of Physiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Philippstrasse 12, 10115, Berlin, Germany.
Nahles S; Department Oral and Maxillofacial Surgery, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Augustenburger Platz 1, 13353, Berlin, Germany.
Heiland M; Department Oral and Maxillofacial Surgery, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Augustenburger Platz 1, 13353, Berlin, Germany.
Preissner S; Department Oral and Maxillofacial Surgery, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Augustenburger Platz 1, 13353, Berlin, Germany. saskia.preissner@charite.de.

BMC Oral Health ; 21(1): 500, 2021 10 06.

Article en En | MEDLINE | ID: mdl-34615514

Asunto(s)

Carcinoma de Células Escamosas; Neoplasias de Cabeza y Cuello; Neoplasias de la Boca; Carcinoma de Células Escamosas/diagnóstico; Humanos; Aprendizaje Automático; Neoplasias de la Boca/diagnóstico; Estudios Prospectivos; Carcinoma de Células Escamosas de Cabeza y Cuello

Palabras clave

Breath analysis; Gas chromatographyion mass spectrometry; Head and neck cancer; Machine learning; Oral cancer; Oral squamous cell carcinoma; Volatile organic compounds

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Neoplasias de la Boca / Carcinoma de Células Escamosas / Neoplasias de Cabeza y Cuello Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: BMC Oral Health Asunto de la revista: ODONTOLOGIA Año: 2021 Tipo del documento: Article País de afiliación: Alemania

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