Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Manuel Lengl is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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From Injection to Detection: Analyzing the Impact of Anomalous Data in Federated Learning
Lengl, M., Benesch, M., Röhrl, S., Schumann, S., Knopp, M., Hayden, O. & Diepold, K., Feb 2026, In: SN Computer Science. 7, 2, 188.Research output: Contribution to journal › Article › peer-review
Open Access -
Homomorphic Encryption in Federated Medical Image Classification
Lengl, M., Schumann, S., Rohrl, S., Hayden, O. & Diepold, K., 2025, 2025 IEEE 4th International Conference on AI in Cybersecurity, ICAIC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE 4th International Conference on AI in Cybersecurity, ICAIC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Label-free single-cell phenotyping to determine tumor cell heterogeneity in pancreatic cancer in real time
Wittenzellner, K., Lengl, M., Röhrl, S., Maurer, C., Klenk, C., Papargyriou, A., Schmidleitner, L., Kabella, N., Shastri, A., Fresacher, D. E., Harb, F., Hafez, N., Bärthel, S., Lucarelli, D., Escorial-Iriarte, C., Orben, F., Öllinger, R., Emken, E., Fricke, L. & Madej, J. & 12 others, , Jul 2025, In: JCI Insight. 10, 13, e169105.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Digital Holographic Microscopy in Veterinary Medicine—A Feasibility Study to Analyze Label-Free Leukocytes in Blood and Milk of Dairy Cows
Farschtschi, S., Lengl, M., Röhrl, S., Klenk, C., Hayden, O., Diepold, K. & Pfaffl, M. W., Nov 2024, In: Animals. 14, 21, 3156.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Feature Extraction by Image Transformations for Cell Image Classification
Röhrl, S., Steinmetz, F., Paukner, P., Lengl, M., Schumann, S., Fresacher, D., Klenk, C., Heim, D., Knopp, M., Peschke, K., Reichert, M., Hayden, O. & Diepold, K., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5073-5080 8 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review