{"article":{"annotation":{"article_id":"northwestern-glass-teng-self-powered-smart-glasses-study-2026","available_at":"2026-10-15T23:48:42.904741Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"af8d54023e61725d32e3e6f7f760348cc238824bcff7c8ebd1bfe8c71f4474df","input_sha256":"d7d256e9b75a289a62806598f04e78fbdceab4b7508cd48b2ed3c9d5598bb4e0","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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Sinais registrados enquanto 20 participantes realizavam seis atividades foram classificados por aprendizado de máquina com precisão geral de 93,8%.","Os três sensores consumiram juntos 4,1 microwatts; os sinais foram transmitidos a um telefone por Bluetooth. Os resultados vêm de um pequeno estudo de laboratório e não estabelecem precisão diagnóstica clínica nem um produto de saúde final que funcione o dia inteiro sem bateria."],"sections":[]},"corrections":[],"country":"US","data":{"blocks":[{"description":{"ar":"صنف نموذج من نورث وسترن ستة أنشطة باستخدام مستشعرات نظارات تعمل بحركة الوجه.","de":"Ein Northwestern-Prototyp klassifizierte sechs Aktivitäten mit durch Gesichtsbewegungen betriebenen Brillensensoren.","en":"A Northwestern prototype classified six activities using glasses sensors powered by facial movement.","es":"Un prototipo de Northwestern clasificó seis actividades con sensores de gafas alimentados por el movimiento facial.","fr":"Un prototype de Northwestern a classé six activités avec des capteurs de lunettes alimentés par les mouvements du visage.","pt":"Um protótipo da Northwestern classificou seis atividades usando sensores de óculos alimentados por movimentos faciais.","tr":"Northwestern prototipi, yüz hareketlerinden enerji toplayan gözlük sensörleriyle altı etkinliği sınıflandırdı."},"id":"research-announcement","items":[{"date":"2026-10-12","description":{"ar":"صنف نموذج من نورث وسترن ستة أنشطة باستخدام مستشعرات نظارات تعمل بحركة الوجه.","de":"Ein Northwestern-Prototyp klassifizierte sechs Aktivitäten mit durch Gesichtsbewegungen betriebenen Brillensensoren.","en":"A Northwestern prototype classified six activities using glasses sensors powered by facial movement.","es":"Un prototipo de Northwestern clasificó seis actividades con sensores de gafas alimentados por el movimiento facial.","fr":"Un prototype de Northwestern a classé six activités avec des capteurs de lunettes alimentés par les mouvements du visage.","pt":"Um protótipo da Northwestern classificou seis atividades usando sensores de óculos alimentados por movimentos faciais.","tr":"Northwestern prototipi, yüz hareketlerinden enerji toplayan gözlük sensörleriyle altı etkinliği sınıflandırdı."},"label":{"ar":"نموذج نظارات بمستشعرات تعمل بحركة الوجه","de":"Brillenprototyp mit durch Gesichtsbewegungen betriebenen Sensoren","en":"Glasses prototype uses facial motion-powered sensors","es":"Prototipo de gafas usa sensores alimentados por movimientos faciales","fr":"Un prototype de lunettes utilise des capteurs alimentés par le visage","pt":"Protótipo de óculos usa sensores alimentados por movimentos faciais","tr":"Yüz hareketiyle çalışan sensörlü gözlük prototipi"},"status":"occurred"}],"methodology":{"ar":"يتبع تاريخ الحدث تاريخ إعلان المؤسسة المصدر. وتقتصر النتائج على ما ورد في الدراسة أو تقرير المؤسسة؛ ولا تُعرض التطبيقات المحتملة كمنتجات مكتملة أو نتائج سريرية.","de":"Das Ereignisdatum folgt der Mitteilung der Quellinstitution. Ergebnisse sind auf die Studie oder den institutionellen Bericht beschränkt; mögliche Anwendungen werden nicht als fertige Produkte oder klinische Ergebnisse dargestellt.","en":"The event date follows the source institution’s announcement. Results are limited to the study or institutional report; prospective applications are not presented as completed products or clinical outcomes.","es":"La fecha del evento corresponde al anuncio de la institución fuente. Los resultados se limitan al estudio o informe institucional; las posibles aplicaciones no se presentan como productos terminados ni resultados clínicos.","fr":"La date de l’événement suit l’annonce de l’institution source. Les résultats se limitent à l’étude ou au rapport institutionnel; les applications envisagées ne sont pas présentées comme des produits achevés ou des résultats cliniques.","pt":"A data do evento segue o anúncio da instituição de origem. Os resultados limitam-se ao estudo ou relatório institucional; aplicações potenciais não são apresentadas como produtos concluídos ou resultados clínicos.","tr":"Olay, kaynak kurumun duyuru tarihidir. Metindeki sonuçlar çalışma veya kurum açıklamasında bildirilen kapsamla sınırlıdır; uygulama olasılıkları gerçekleşmiş ürün ya da klinik sonuç olarak sunulmaz."},"sourceUrls":["https://news.northwestern.edu/stories/2026/10/blink-powered-glasses-could-keep-an-eye-on-health"],"title":{"ar":"إعلان بحثي","de":"Forschungsmitteilung","en":"Research announcement","es":"Anuncio de investigación","fr":"Annonce de recherche","pt":"Anúncio de pesquisa","tr":"Araştırma duyurusu"},"type":"events","updatedAt":"2026-10-15T23:36:36Z"},{"description":{"ar":"صنف نموذج من نورث وسترن ستة أنشطة باستخدام مستشعرات نظارات تعمل بحركة الوجه.","de":"Ein Northwestern-Prototyp klassifizierte sechs Aktivitäten mit durch Gesichtsbewegungen betriebenen Brillensensoren.","en":"A Northwestern prototype classified six activities using glasses sensors powered by facial movement.","es":"Un prototipo de Northwestern clasificó seis actividades con sensores de gafas alimentados por el movimiento facial.","fr":"Un prototype de Northwestern a classé six activités avec des capteurs de lunettes alimentés par les mouvements du visage.","pt":"Um protótipo da Northwestern classificou seis atividades usando sensores de óculos alimentados por movimentos faciais.","tr":"Northwestern prototipi, yüz hareketlerinden enerji toplayan gözlük sensörleriyle altı etkinliği sınıflandırdı."},"id":"reported-observations","items":[{"basis":"observed","label":{"ar":"دقة التصنيف المختبري لستة أنشطة","de":"Labor-Klassifikationsgenauigkeit für sechs Aktivitäten","en":"Laboratory classification accuracy for six activities","es":"Precisión de clasificación de seis actividades en laboratorio","fr":"Précision de classification en laboratoire pour six activités","pt":"Precisão de classificação laboratorial de seis atividades","tr":"Altı hareket için laboratuvar sınıflandırma doğruluğu"},"measure":{"aggregation":"unspecified","frequency":"irregular","geography":"united-states","id":"northwestern-glass-teng-self-powered-smart-glasses-study-2026-classification-accuracy","periodRole":"announcement-date","unitCode":"percent"},"period":"2026-10-12","unit":"percent","value":93.8,"valueQualifier":"exact"},{"basis":"observed","label":{"ar":"المشاركون في الدراسة المختبرية","de":"Teilnehmende an der Laborstudie","en":"Laboratory-study participants","es":"Participantes del estudio de laboratorio","fr":"Participants à l’étude de laboratoire","pt":"Participantes do estudo laboratorial","tr":"Laboratuvar çalışması katılımcıları"},"measure":{"aggregation":"unspecified","frequency":"irregular","geography":"united-states","id":"northwestern-glass-teng-self-powered-smart-glasses-study-2026-participants","periodRole":"announcement-date","unitCode":"count"},"period":"2026-10-12","unit":"count","value":20,"valueQualifier":"exact"}],"methodology":{"ar":"هذه منح أو مؤشرات دراسية أعلنها المصدر؛ والتاريخ يوم التقرير. المنح ليست إنفاقاً، وتظل نتائج التصنيف والكيمياء ضمن نطاق التجربة أو النموذج المعلن.","de":"Dies sind angekündigte Förderungen oder Studienkennzahlen; das Datum bezeichnet den Berichtstag. Förderungen sind keine Ausgaben; Ergebnisse gelten im angegebenen Versuchs- oder Modellrahmen.","en":"These are source-announced grants or study indicators; the date is the report day. Grants are not expenditure; classification and chemistry findings retain the reported experiment/model scope.","es":"Son subvenciones o indicadores comunicados; la fecha es la del informe. Las subvenciones no son gasto; los resultados mantienen el alcance del experimento o modelo.","fr":"Il s’agit de subventions ou d’indicateurs annoncés; la date est celle du rapport. Les subventions ne sont pas des dépenses; les résultats gardent la portée de l’expérience ou du modèle.","pt":"São apoios ou indicadores divulgados; a data é a do relatório. Apoios não são despesas; resultados mantêm o alcance do experimento ou modelo.","tr":"Kaynakta açıklanan hibe veya çalışma göstergeleridir; tarih rapor günüdür. Hibe harcama değildir; sınıflandırma ve kimya bulguları bildirilen deney/model kapsamıyla sınırlıdır."},"sourceUrls":["https://news.northwestern.edu/stories/2026/10/blink-powered-glasses-could-keep-an-eye-on-health"],"title":{"ar":"المؤشرات الواردة في المصدر","de":"Von der Quelle berichtete Kennzahlen","en":"Source-reported indicators","es":"Indicadores de la fuente","fr":"Indicateurs de la source","pt":"Indicadores da fonte","tr":"Kaynakta bildirilen 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Sinais registrados enquanto 20 participantes realizavam seis atividades foram classificados por aprendizado de máquina com precisão geral de 93,8%.\n\nOs três sensores consumiram juntos 4,1 microwatts; os sinais foram transmitidos a um telefone por Bluetooth. Os resultados vêm de um pequeno estudo de laboratório e não estabelecem precisão diagnóstica clínica nem um produto de saúde final que funcione o dia inteiro sem bateria.","title":"Protótipo de óculos usa sensores alimentados por movimentos faciais","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=en","language":"en","url":"https://newsverum.com/en/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=es","language":"es","url":"https://newsverum.com/es/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=de","language":"de","url":"https://newsverum.com/de/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},{"api_url":"https://newsverum.com/api/v1/articles/northwestern-glass-teng-self-powered-smart-glasses-study-2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"}],"url":"https://newsverum.com/pt/news/northwestern-glass-teng-self-powered-smart-glasses-study-2026"},"version":"1"}