Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2019) Focus prediction in digital holographic microscopy using deep convolutional neural networks. Applied Optics, 58 (5). A202-A208. ISSN 0003-6935

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2018) Classification of Digital Holograms with Deep Learning and Hand-Crafted Features. In: Digital Holography and Three- Dimensional Imaging 2018 (part of Imaging and Applied Optics 2018), 2018.

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2018) Detecting the presence of a transparent object in off-axis digital holograms. Digital Holography and Three- Dimensional Imaging 2018 (part of Imaging and Applied Optics 2018).

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2018) Principal component analysis on time-lapse captured digital holograms of cell clusters. In: Biophotonics Congress: Biomedical Optics Congress 2018, 2018.

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2018) Temporal Deep Learning Classification of Digital Hologram Reconstructions of Multicellular Samples. In: Biophotonics Congress: Biomedical Optics Congress 2018, 2018.

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2017) Focus classification in digital holographic microscopy using deep convolutional neural networks. In: Advances in Microscopic Imaging. Proceedings of SPIE-OSA (10414). SPIE, Bellingham, WA, 104140K. ISBN 9781510612860

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2017) Deep convolutional neural networks and digital holographic microscopy for in-focus depth estimation of microscopic objects. In: Irish Machine Vision and Image Processing Conference Proceedings 2017. Irish Pattern Recognition & Classification Society, pp. 52-59. ISBN 978-0-9934207-2-6

Pitkäaho, Tomi and Manninen, Aki and Naughton, Thomas J. (2017) Performance of autofocus capability of deep convolutional neural networks in digital holographic microscopy. In: Digital Holography and Three-Dimensional Imaging, 29 May – 1 Jun 2017, JeJu Island, South Korea.

Pitkäaho, Tomi and Naughton, Thomas J. and Manninen, Aki (2016) Monitoring MDCK cell vesicles by digital holographic microscopy and image processing. In: 2016 Imaging and Applied Optics Congress, 2016.