Prediction of influenza outbreaks by integrating Wikipedia article access logs and Google flu trend data. - Batuhan Bardak; Mehmet Tan (BIBE, 2015)

Disease outbreak prediction by data integration and multi-task learning. - Batuhan Bardak; Mehmet Tan (CIBCB, 2017)

Automatic image selection from images with similar contents. - Batuhan Bardak; M. Fatih Demirci (SIU, 2017)

Predicting drug activity by image encoded gene expression profiles. - Ozan Firat Özgül; Batuhan Bardak; Mehmet Tan (SIU, 2018)

Drug response prediction by ensemble learning and drug-induced gene expression signatures. - Mehmet Tan; Ozan Firat Özgül; Batuhan Bardak; Isiksu Eksioglu; Suna Sabuncuoglu (CoRR, 2018)

Detecting Cybersecurity Events from Noisy Short Text. - Semih Yagcioglu; Mehmet Saygin Seyfioglu; Begum Citamak; Batuhan Bardak; Seren Guldamlasioglu; Azmi Yuksel; Emin Islam Tatli (NAACL-HLT (1), 2019)

Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions. - Batuhan Bardak; Mehmet Tan (CIBCB, 2021)

Turkish Keyphrase Extraction from Web Pages with BERT. - Emre Tolga Ayan; Rabia Arslan; Muhammed Said Zengin; Haci Ali Duru; Sedat Salman; Batuhan Bardak (SIU, 2021)

Prediction of Mortality and Length of Stay with Deep Learning. - Batuhan Bardak; Mehmet Tan (SIU, 2021)

Improving clinical outcome predictions using convolution over medical entities with multimodal learning. - Batuhan Bardak; Mehmet Tan (Artif. Intell. Medicine, 2021)

A Convolutional Deep Clustering Framework for Gene Expression Time Series. - Ozan Firat Özgül; Batuhan Bardak; Mehmet Tan (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Named Entity Recognition for Defense Industry. - Özer Tanrisever; Emre Tolga Ayan; Muhammed Said Zengin; Haci Ali Duru; Batuhan Bardak (SIU, 2022)

Yoğun bakım hastalarının mortalite ve hastanede kalma sürelerinin derin öğrenme yöntemleri ile tahmini (Prediction of mortality and length of stay of icu patients with deep learning) - Batuhan Bardak (2022)

DepremKit: Human and ChatGPT Labeled Turkish Earthquake Dataset. - Riza Isik; Merve Nur Yilmaz; Özer Tanrisever; Haci Ali Duru; Batuhan Bardak (SIU, 2023)