A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data. - Aras Firat Unal; Ali Yuce Kaleli; Emre Ummak; Özlem Albayrak (FiCloud, 2021)

Simultaneous Prediction of Remaining-Useful-Life and Failure-Likelihood with GRU-based Deep Networks for Predictive Maintenance Analysis. - Ali Yuce Kaleli; Aras Firat Unal; Sedat Ozer (TSP, 2021)

Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling. - Sahan Yoruc Selcuk; Xilin Yang; Bijie Bai; Yijie Zhang; Yuzhu Li; Musa Aydin; Aras Firat Unal; Aditya Gomatam; Zhen Guo; Morgan Angus Darrow; Goren Kolodney; Karine Atlan; et al. (CoRR, 2024)

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. - Çagatay Isil; Hatice Ceylan Koydemir; Merve Eryilmaz; Kevin de Haan; Nir Pillar; Koray Mentesoglu; Aras Firat Unal; Yair Rivenson; Sukantha Chandrasekaran; Omai B. Garner; Aydogan Ozcan (CoRR, 2024)