Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area

Websitehttps://www.aalto.fi/en/department-of-computer-science/artificial-intelligence-and-machine-learning

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Konemiehentie 2, Computer Science building
Finland

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2025
Trust, Trustworthiness, and the Future of Medical AI : Outcomes of an Interdisciplinary Expert Workshop
Goisauf, M., Abadía, M. C., Akyüz, K., Bobowicz, M., Buyx, A., Colussi, I., Fritzsche, M. C., Lekadir, K., Marttinen, P., Mayrhofer, M. T. & Meszaros, J., 2025, In: Journal of Medical Internet Research. 27, p. 1-13 13 p., e71236.
Research output: Contribution to journal › Review Article › peer-review

Open Access
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1 Downloads (Pure)
2024
From intangible to tangible : The role of big data and machine learning in walkability studies
Yang, J., Fricker, P. & Jung, A., Apr 2024, In: Computers, Environment and Urban Systems. 109, p. 1-20 20 p., 102087.
Research output: Contribution to journal › Review Article › peer-review

Open Access
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12 Citations (Scopus)

163 Downloads (Pure)
Generative AI for graph-based drug design: Recent advances and the way forward
Garg, V., Feb 2024, In: Current Opinion in Structural Biology. 84, p. 1-8 8 p., 102769.
Research output: Contribution to journal › Review Article › peer-review

Open Access
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7 Citations (Scopus)

80 Downloads (Pure)
New methods for drug synergy prediction : A mini-review
Abbasi, F. & Rousu, J., Jun 2024, In: Current Opinion in Structural Biology. 86, p. 1-9 9 p., 102827.
Research output: Contribution to journal › Review Article › peer-review

Open Access
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1 Citation (Scopus)

119 Downloads (Pure)
2022
Deep learning for depression recognition with audiovisual cues: A review
He, L., Niu, M., Tiwari, P., Marttinen, P., Su, R., Jiang, J., Guo, C., Wang, H., Ding, S., Wang, Z., Pan, X. & Dang, W., Apr 2022, In: Information Fusion. 80, p. 56-86 31 p.
Research output: Contribution to journal › Review Article › peer-review

Open Access
158 Citations (Scopus)
Objektintunnistus ja suomalainen elokuva
Translated title of the contribution: Object recognition and Finnish cinemaLaaksonen, J., Dec 2022, In: Lähikuva. 35, 4
Research output: Contribution to journal › Review Article
Systematic review of computational methods for drug combination prediction
Kong, W., Midena, G., Chen, Y., Athanasiadis, P., Wang, T., Rousu, J., He, L. & Aittokallio, T., 1 Jun 2022, In: Computational and Structural Biotechnology Journal. 20, p. 2807-2814
Research output: Contribution to journal › Review Article › peer-review

Open Access
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32 Citations (Scopus)

115 Downloads (Pure)
2021
Machine learning approaches for drug combination therapies
Guvenc, B., Kaski, S. & Mamitsuka, H., Nov 2021, In: Briefings in Bioinformatics. 22, 6, p. 1-16 16 p., 293.
Research output: Contribution to journal › Review Article › peer-review

Open Access
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61 Citations (Scopus)

335 Downloads (Pure)
What are the Most Important Statistical Ideas of the Past 50 Years?
Gelman, A. & Vehtari, A., 2 Oct 2021, In: Journal of the American Statistical Association. 116, 536, p. 2087-2097 11 p.
Research output: Contribution to journal › Review Article › peer-review

Open Access
37 Citations (Scopus)

Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area

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