Projekt Biomedical Network Science (BIONETS)10 ECTS (englische Bezeichnung: Project Biomedical Network Science)
(Prüfungsordnungsmodul: Projekt Biomedical Network Science)
Modulverantwortliche/r: David B. Blumenthal Lehrende:
David B. Blumenthal, und Mitarbeiter/innen
Start semester: |
SS 2022 | Duration: |
1 semester | Cycle: |
halbjährlich (WS+SS) |
Präsenzzeit: |
60 Std. | Eigenstudium: |
240 Std. | Language: |
Englisch |
Lectures:
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Projekt Biomedical Network Science
(Projektseminar, 4 SWS, David B. Blumenthal et al., Preliminary meeting: 26.4.2022, 10:00 - 14:00 Uhr, 01.151-128)
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Empfohlene Voraussetzungen:
Strong programming skills in any programming language.
Inhalt:
The Biomedical Network Science (BIONETS) lab investigates molecular disease mechanisms using techniques from combinatorial optimization, network science, and artificial intelligence. We also develop privacy-preserving decentralized biomedical AI solutions, which enable cross-institutional studies on sensitive data. Students will work on individual research topics within these field and develop prototypes of software tools to solve the addressed problems.
Lernziele und Kompetenzen:
Students will
develop and implement an algorithm for a problem within the field of biomedical networks science which, in certain respects, improves upon the state-of-the-art,
acquire hands-on experience in an emerging research field,
learn best practices in software development and documentation,
gain first experience in academic writing.
Literatur:
All relevant research literature will be made available in StudOn (https://www.studon.fau.de/crs4393906.html).
Organisatorisches:
Topics will be assigned in a first kick-off meeting, where students can either select from a list of proposed projects or propose their own ideas. Subsequently, students will have individual meetings with the lecturers on a weekly or bi-weekly basis.
Verwendbarkeit des Moduls / Einpassung in den Musterstudienplan:
- Artificial Intelligence (Master of Science)
(Po-Vers. 2021s | TechFak | Artificial Intelligence (Master of Science) | Gesamtkonto | Projekt I und II | AI Systems and Applications | Projekt Biomedical Network Science)
Dieses Modul ist daneben auch in den Studienfächern "Informatik (Master of Science)", "Medizintechnik (Master of Science)" verwendbar.
Studien-/Prüfungsleistungen:
Projekt Biomedical Network Science (Prüfungsnummer: 76761)
(englischer Titel: Project Biomedical Network Science)
- Prüfungsleistung, mehrteilige Prüfung, benotet, 10 ECTS
- Anteil an der Berechnung der Modulnote: 100.0 %
- weitere Erläuterungen:
Working prototype of a software tool (40% of grade), 20 min demonstration with the lecturers (20% of grade), a short scientific paper which describing the developed methodologies (40% of grade, 4 pages ACM style excluding references).
- Prüfungssprache: Englisch
- Erstablegung: SS 2022, 1. Wdh.: WS 2022/2023
1. Prüfer: | David B. Blumenthal |
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