Genetoberfest took place from the 16th to the 19th of October 2023 in Munich, Germany. With this conference, we aimed to bridge the gap between theory and clinical practice and to find common ground between bioinformaticians and clinicians. The conference featured two keynote talks, thirteen plenary talks, and one wrap-up talk by undergraduate students, organized into seven sessions led by invited speakers. We also encouraged the community to submit abstracts for twenty-four flash talks (7 min presentation + 3 min Q&A) and two poster sessions.