Výsledky vyhledávání - "Bardak, Batuhan"

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Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions

Drug representations have played an important role in cheminformatics. However, in the healthcare domain, drug representations have been underused relative to the rest of Electronic Health Record (EHR) data, due to the complexity of high dimensional

Externí odkaz: http://arxiv.org/abs/2110.08918

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Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning

Autor: Bardak, Batuhan, Tan, Mehmet

Early prediction of mortality and length of stay(LOS) of a patient is vital for saving a patient's life and management of hospital resources. Availability of electronic health records(EHR) makes a huge impact on the healthcare domain and there has se

Externí odkaz: http://arxiv.org/abs/2011.12349

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Detecting Cybersecurity Events from Noisy Short Text

Autor: Yagcioglu, Semih, Seyfioglu, Mehmet Saygin, Citamak, Begum, Bardak, Batuhan, Guldamlasioglu, Seren, Yuksel, Azmi, Tatli, Emin Islam

It is very critical to analyze messages shared over social networks for cyber threat intelligence and cyber-crime prevention. In this study, we propose a method that leverages both domain-specific word embeddings and task-specific features to detect

Externí odkaz: http://arxiv.org/abs/1904.05054

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Drug response prediction by ensemble learning and drug-induced gene expression signatures

Autor: Tan, Mehmet, Özgül, Ozan Fırat, Bardak, Batuhan, Ekşioğlu, Işıksu, Sabuncuoğlu, Suna

Chemotherapeutic response of cancer cells to a given compound is one of the most fundamental information one requires to design anti-cancer drugs. Recent advances in producing large drug screens against cancer cell lines provided an opportunity to ap

Externí odkaz: http://arxiv.org/abs/1802.03800

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Akademický článek

Improving clinical outcome predictions using convolution over medical entities with multimodal learning

Autor: Bardak, Batuhan, Tan, Mehmet ^*

Publikováno v: In Artificial Intelligence In Medicine July 2021 117

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Akademický článek

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Akademický článek

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Hastalık salgınlarının internet erişim ve arama verisi kullanılarak tahmini

Autor: Bardak, Batuhan

Hastalıkların hangi nedenden dolayı ortaya çıktığı ve önceden tahmin edilmesi insan sağlığı için çok önemli bir konudur. Son yıllarda teknolojinın hızla gelişmesi ve internetin yoğun biçimde kullanılmasıyla ortaya büyük mikt

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::90a0bda1bf194917a242441e48ee4a46
https://acikbilim.yok.gov.tr/handle/20.500.12812/683012

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Conference

Prediction of influenza outbreaks by integrating Wikipedia article access logs and Google flu trend data.

Autor: Bardak, Batuhan, Tan, Mehmet

Publikováno v: 2015 IEEE 15th International Conference on Bioinformatics & Bioengineering (BIBE); 2015, p1-6, 6p

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