METHOD FOR PREDICTING BREAST CANCER PROGNOSIS USING RIBOSOME GENE SET DERIVED USING ARTIFICIAL INTELLIGENCE

The present invention relates to a marker for predicting the prognosis of breast cancer, derived using AI. According to the present invention, biomarkers related to the prognosis of breast cancer were derived through AI implemented using machine learning on the basis of learning and verification, an...

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Bibliographische Detailangaben
Hauptverfasser:	LEE, Young Heun, KIM, Yi-Rang, JO, Jun Hee, SIM, Woo Gwang, GU, Chang Dai
Format:	Patent
Sprache:	eng ; fre ; kor
Schlagworte:	BEER BIOCHEMISTRY CHEMISTRY COMPOSITIONS OR TEST PAPERS THEREFOR CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL ORENZYMOLOGICAL PROCESSES ENZYMOLOGY INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES MEASURING MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEICACIDS OR MICROORGANISMS METALLURGY MICROBIOLOGY MUTATION OR GENETIC ENGINEERING PHYSICS PROCESSES OF PREPARING SUCH COMPOSITIONS SPIRITS TESTING VINEGAR WINE
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Beschreibung
Zusammenfassung:	The present invention relates to a marker for predicting the prognosis of breast cancer, derived using AI. According to the present invention, biomarkers related to the prognosis of breast cancer were derived through AI implemented using machine learning on the basis of learning and verification, and cutoff values for predicting the prognosis were derived, such that the biomarkers can be used as a marker for predicting the prognosis of breast cancer. La présente invention concerne un marqueur pour prédire le pronostic du cancer du sein, obtenu en utilisant l'IA. Selon la présente invention, des biomarqueurs liés au pronostic du cancer du sein ont été obtenus par une IA mise en œuvre en utilisant l'apprentissage automatique sur la base de l'apprentissage et de la vérification, et des valeurs seuils pour prédire le pronostic ont été obtenues, de sorte que les biomarqueurs peuvent être utilisés comme marqueur pour prédire le pronostic du cancer du sein. 본 발명은 AI를 이용하여 도출한 유방암의 예후 예측용 마커에 관한 것으로, 본 발명에 따르면, 학습 및 검증을 통한 머신러닝을 이용하여 구현한 AI를 통해 유방암의 예후와 관련된 바이오 마커들을 도출하였으며, 이들의 예후 예측을 위한 컷오프 값을 도출하였으므로, 이를 유방암의 예후 예측용 마커로서 이용할 수 있다.