Topic: Privacy for AI in Medicine
Speaker: Alexander Ziller, Doctoral Candidate (Prof. Rückert)
Date and Time: Tuesday, 26 April 2022, 1:00 pm
Abstract: Artificial Intelligence and Machine Learning are crucially dependent on the availability of large descriptive datasets. However, in many sensitive domains such as medicine, privacy concerns prohibit the sharing of such data. The field of Privacy-Preserving Machine Learning attempts to reconcile the need for privacy, while deriving insight from data and can be the key to leverage orders of magnitude more data. In this talk we will discuss how privacy is formally defined and show how it can be guaranteed in practice.
More information
The MIBE Seminar is the main seminar for researchers in the field of biomedical engineering at TUM.
This semester, the seminar talks are aligned with the “We Are MIBE” talks and provide a deeper insight into these research areas.
The MIBE Seminar will take place in our lecture hall E.126 (Boltzmannstr. 11, 85748 Garching) and will be live streamed via zoom.
The zoom details for all online seminar talks this semester are:
Meeting Name: MIBE Seminar Talks, Tuesdays 1:00 pm
https://tum-conf.zoom.us/j/69851298624?pwd=TURFMGQ5N3pDZ0ZGVkVHejFTMFJhUT09
Meeting-ID: 698 5129 8624
Password: mibe
The MIBE Seminar counts as subject specific qualification for doctoral candidates.
Further Program Summer Term 2022
Our MIBE seminar series in summer term 2022 starts with the talk today.
| 03 May 2022 | 1:00 pm | Josue Page Vizcaino | Doctoral candidate (Lasser) | Enabling Light Field 3D Microscopy and Domain Shift Detection with Normalizing Flows. |
| 10 May 2022 | 1:00 pm | Lennart Weiss | Doct. Cand. (Wolfrum) | tbd |
| 17 May 2022 | 1:00 pm | Oleksandr Berezin | Doct. Cand. (Westmeyer) | Development and Characterization of Genetically Controlled Reporters for Electron Microscopy and Super-resolution Light Microscopy. |
| 24 May 2022 | 1:00 pm | Silviu Bodea | Doct. Cand. (Westmeyer) | tbd |
| 14 June 2022 | 1:00 pm | tbd | Doct. Cand. (Kozielski) | tbd |
| 21 June 2022 | 1:00 pm | tbd | Doct. Cand. (Kozielski) | tbd |
| 28 June 2022 | 1:00 pm | Philipp Harder | Doct. Cand. (Özkale) | Soft Microrobots for Thermal Biology and Mechanobiology. |
| 05 July 2022 | 1:00 pm | tbd | ||
| 12 July 2022 | 1:00 pm | tbd | ||
| 19 July 2022 | 1:20 pm | tbd | ||
| 26 July 2022 | 1:00 pm | Malek El Husseini | Doct. Cand. GCB (Menze) | Challenges in Osteoporosis Screening and Vertebral Deformity Detection. |