1. Themistokleous K.S., Sakellariou N., Kiossis E. (2022) A deep learning algorithm predicts milk yield and production stage of dairy cows utilizing ultrasound echotexture analysis of the mammary gland. Computers and Electronics in Agriculture, Volume 198, 2022, 106992, ISSN 0168-1699.

2. Themistokleous K.S., Sakellariou N., Kougioumtzis A., Kiossis E. (2022) Automatic Milking in Greece First Insight into Udder Health of Dairy Cows. Journal of the Hellenic Veterinary Medical Society, 73(2), 4253-4260.

3. Dataset: Themistokleous K.S. (2021) Ultrasound of dairy cows’ udder (mammary gland) & sonogram echotexture analysis, Mendeley Data, V1 (2021).


1. Kaggle ML Research Spotlight, notebook: Milk yield deep learning classifier

2. Next Stage Sustainability Bootcamp Challenge 2022, 3rd place.