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ACM Multimedia Grand Challenge on Detecting Cheapfakes. ACM Multimedia Conference (MM): ACM, 2022.
Artificial Intelligence for Colonoscopy: Past, Present, and Future." IEEE Journal of Biomedical and Health Informatics (2022): 1.
"Artificial intelligence in dry eye disease." The Ocular Surface 23 (2022): 74-86.
dry_eye_ai_manuscript_nolinenumbers14november.pdf (989.75 KB)
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Automatic Thumbnail Selection for Soccer Videos using Machine Learning In ACM Multimedia Systems (MMSys) Conference. The ACM Multimedia Systems Conference (MMSys): ACM, 2022.
Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure In NAIS 2022. NAIS 2022, 2022.
Automating tracking of cell division for human embryo development in time lapse videos." Human Reproduction (2022).
"Cell exclusion during human embryo development result in altered morphokinetic patterns up to morula formation." Human Reproduction (2022).
"Common Limitations of Image Processing Metrics: A Picture Story. arXiv, 2022.
2104.05642.pdf (22.11 MB)

Complexity and Variability Analyses of Motor Activity Distinguish Mood States in Bipolar Disorder." PLOS ONE (2022).
"Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources." Sensors 2232, no. 7 (2022): 2802.
"Detecting human embryo cleavage stages using YOLO v5 object detection algorithm In NAIS. NAIS: NAIS, 2022.
Efficient quantile tracking using an oracle." Applied Intelligence (2022): 1-12.
"On evaluation metrics for medical applications of artificial intelligence." Scientific Reports 12 (2022): 1-9.
"On evaluation metrics for medical applications of artificial intelligenceAbstract." Nature Scientific Reports 1236825221520218325484051210158697682437, no. 1 (2022).
"FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation." IEEE Transactions on Neural Networks and Learning Systems (2022): 1-14.
"Fish AI: Sustainable Commercial Fishing." Nordic Machine Intelligence 2 (2022): 1-3.
"HOST-ATS: Automatic Thumbnail Selection with Dashboard-Controlled ML Pipeline and Dynamic User Survey In ACM Multimedia Systems (MMSys) Conference. The ACM Multimedia Systems Conference (MMSys): ACM, 2022.
Huldra: A Framework for Collecting Crowdsourced Feedback on Multimedia Assets In ACM Multimedia Systems (MMSys) Conference. The ACM Multimedia Systems Conference (MMSys): ACM, 2022.
ICDAR’22: Intelligent Cross-Data Analysis and Retrieval In 2022 International Conference on Multimedia Retrieval. 2022, Newark, NJ, USA: ACM, 2022.
icmrwk036-dao1.pdf (323.01 KB)

Investigative Interviews using a Multimodal Virtual Avatar In American Psychology-Law Society Conference 2022. Denver USA,: American Psychology-Law Society, 2022.
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation." Computers in Biology and Medicine 14312136320119704317507593739403621582 (2022).
"Metrics Reloaded - A new recommendation framework for biomedical image analysis validation In Medical Imaging with Deep Learning. MIDL 2022, 2022.
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation." IEEE Journal of Biomedical and Health Informatics (2022).
"Predicting drug exposure in kidney transplanted patients using machine learning. NORA Annual Conference 2022, 2022.
2022_noraposter_andreastoras_final.pdf (324.69 KB)

Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning In 35th IEEE CBMS International Symposium on Computer-Based Medical Systems. IEEE, 2022.