Die nächsten Termine des MDS Lab Seminars sind:
- 28.04.2025 - 13:00 Uhr, Stephanstraße 9c, MDS Seminarraum: 214
Thema: Aspect-based sentiment analysis of German hospital reviews
Vergangene Termine:
- 14.04.2025 - Thema: 1. Enhancing medical machine learning through high-quality synthetic data & 2. Generating Synthetic Multiple Sclerosis Lesions in 3D Brain MRIs
- 31.03.2025 - Early detection of heart failure through integration of clinical and ECG data
- 20.03.2025 - Analysing sex bias in disease research - Bioinformatics approaches in Medicine
- 03.03.2025 - Introduction to deep generative models and missing data handling
- 03.02.2025 - Consent management within the PATH project
- 06.01.2025 - Investigating injury risk factors for professional footbal athletes through machine learning
- 09.12.2024 - Application of realistic identification data generation tools to the LOBB study
- 25.11.2024 - Mental well-being and the environment
- 14.11.2024 - Development and assessment of integrated model-based ontological decision support
- 29.10.2024 - Early detection of heart failure using combined clinical and ECG data
- 14.10.2024 - Improving ICU outcome prediction using ICD code embedding in machine learning
- 30.09.2024 - The interplay of green spaces and mental health
- 16.09.2024 - AI-based liver cancer segmentation in computed tomography scans
- 02.09.2024 - Consent management within the PATH project
- 08.07.2024 - DiaClust clustering of type 2 diabetes patients
- 24.06.2024 - Automated diagnosis of malnutrition in hospitalized patients - NutriScoPe
- 10.06.2024 - The local hub approach for managing research data
- 13.05.2024 - Synthetic data generation at scale for record linkage (Gecko)
- 15.04.2024 - Prediction of unplanned ICU readmission in the MIMIC-IV dataset
- 04.03.2024 - Deep learning-based white-matter abnormality detection in multi-protocol brain MRIs
- 19.02.2024 - AI-based classification of Skin Lesions
- 05.02.2024 - Leuko-Expert - Current progress and early results
- 18.12.2023 - An Automated Pipeline for Efficacy Evaluation of Brain-MRI Defacing Software
- 01.11.2023 - Leuko-Expert: Current progress and results
- 25.10.2023 - e-Nabız: An electronic health record system platform
- 13.10.2023 - Linking data between LIFE and the cancer registry
- 04.10.2023 - Investigating injury risk factors for professional football athletes through machine learning
- 04.09.2023 - Design of a supporting software tool for algorithmic infection surveillance from digitally available clinical data
- 21.08.2023 - Prediction of unplanned intensive care readmission
- 07.08.2023 - Developing an Automatic Evaluation Program for MRI-Defacing Efficacy
- 03.07.2023 - Design of software system to support infection surveillance
- 13.06.2023 - Introduction to FAIR Data Spaces Project
- 28.04.2023 - Physical principles of magnetic resonance imaging
- 15.05.2023 - Machine learning algorithm for medical signals
- 03.04.2023 - Image preprocessing for brain MRI lesion segmentation
- 17.04.2023 - Predictive modelling for unplanned hospital readmission risk
- Image preprocessing pipeline for pseudonymization - 06.03.2023 - Introduction to Kanban for research projects
- 20.02.2023 - From computational neuroanatomy to clinical implementations
- 23.01.2023 - AI models for length of stay prediction and re-hospitalization
- 09.01.2023 - Methodology to derive a conception of a center for adults with disabilities
- 01.11.2022 - Prediction of hospitalization length of stay using MIMIC IV emergency department data
- 17.10.2022 - ETL Pipelines im Datenintegrationszentrum
- 19.09.2022 - Mapping study data from relational to FHIR format
- 05.09.2022 - Population-based association of retinal nerve fibre layer thickness with cognitive function
- 22.08.2022 - DIZ - Application Framework at the Data Integration Center Leipzig
- 11.07.2022 - Laboratory-based prediction of acute kidney insufficience progression
- 27.06.2022 - Praktische Herausforderungen beim Einsatz von Wearables im Gesundheitswesen (Practical challenges of using wearables in healthcare)
- 14.06.2022 - Data Quality Assessment Pipeline
- 30.05.2022 - Introduction to MIMIC Dataset
