Deep learning enhanced mobile-phone microscopy. - Yair Rivenson; Hatice Ceylan Koydemir; Hongda Wang; Zhensong Wei; Zhengshuang Ren; Harun Gunaydin; Yibo Zhang; Zoltan Gorocs; Kyle Liang; Derek Tseng; Aydogan Ozcan (CoRR, 2017)

Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning. - Hongda Wang; Hatice Ceylan Koydemir; Yunzhe Qiu; Bijie Bai; Yibo Zhang; Yiyin Jin; Sabiha Tok; Enis Cagatay Yilmaz; Esin Gumustekin; Yair Rivenson; Aydogan Ozcan (CoRR, 2020)

Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer. - Zoltan Gorocs; David Baum; Fang Song 004; Kevin de Haan; Hatice Ceylan Koydemir; Yunzhe Qiu; Zilin Cai; Thamira Skandakumar; Spencer Peterman; Miu Tamamitsu; Aydogan Ozcan (CoRR, 2020)

Automated screening of sickle cells using a smartphone-based microscope and deep learning. - Kevin de Haan; Hatice Ceylan Koydemir; Yair Rivenson; Derek Tseng; Elizabeth Van Dyne; Lissette Bakic; Kerim Doruk Karinca; Kyle Liang; Megha Ilango; Esin Gumustekin; Aydogan Ozcan (npj Digit. Medicine, 2020)

Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor. - Yuzhu Li; Tairan Liu; Hatice Ceylan Koydemir; Hongda Wang; Keelan O'Riordan; Bijie Bai; Yuta Haga; Junji Kobashi; Hitoshi Tanaka; Takaya Tamaru; Kazunori Yamaguchi; Aydogan Ozcan (CoRR, 2022)

Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography. - Tairan Liu; Yuzhu Li; Hatice Ceylan Koydemir; Yijie Zhang; Ethan Yang; Hongda Wang; Jingxi Li; Bijie Bai; Aydogan Ozcan (CoRR, 2022)

Dubline: a Deep Unfolding Network for B-Line Detection in Lung Ultrasound Images. - Tianqi Yang; Nantheera Anantrasirichai; Oktay Karakus; Marco Allinovi; Hatice Ceylan Koydemir; Alin Achim (ISBI, 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)