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1 |
| -# Kevin Hoffschlag |
| 1 | +# Kevin Hoffschlag |
| 2 | + |
| 3 | +::::{grid} 2 |
| 4 | + |
| 5 | +:::{image} ../figures/kevin-hoffschlag.* |
| 6 | +:alt: Kevin Hoffschlag |
| 7 | +:width: 400px |
| 8 | +:align: left |
| 9 | +::: |
| 10 | + |
| 11 | +::: {card} Hello 👋 I'm a research assistant with a passion for AI, computer vision and medicine. |
| 12 | +My research is about deep learning based harmonization of MRI data. |
| 13 | + |
| 14 | + |
| 15 | +::: |
| 16 | + |
| 17 | +:::: |
| 18 | + |
| 19 | + |
| 20 | +::: {card} |
| 21 | +At the Predictive Neuroscience Lab, I’m excited about contributing to our team's efforts in leveraging AI to tackle complex neuroscience challenges. |
| 22 | + |
| 23 | +My research focuses on developing deep learning-based methods for harmonizing MRI data across different sites. |
| 24 | +This harmonization process is designed to address batch effects — variations in data that arise from differences in scanner equipment or imaging protocols. |
| 25 | +These batch effects can introduce significant biases into multi-site MRI studies, making it challenging to draw reliable conclusions from downstream analyses. |
| 26 | +By mitigating these effects, we aim to enhance the generalizability and reproducibility of analysis findings in multi-site MRI studies. |
| 27 | + |
| 28 | +::: |
| 29 | + |
| 30 | +:::{dropdown} Experience |
| 31 | +:close: |
| 32 | +1. **Research Assistant**<br> |
| 33 | +Predictive Neuroscience Lab<br> |
| 34 | +Essen, NRW, Germany<br> |
| 35 | +July 2024 - Present<br> |
| 36 | +Researching about deep learning based harmonization of MRI data. |
| 37 | +<br><br> |
| 38 | + |
| 39 | +2. **Student Assistant**<br> |
| 40 | +Predictive Neuroscience Lab<br> |
| 41 | +Essen, NRW, Germany<br> |
| 42 | +October 2020 - June 2024<br> |
| 43 | +Co-developed the neuroimaging workflow management system PUMI and applied machine learning techniques in the field of neuroscience (e.g., brain age prediction, MRI harmonization). |
| 44 | +<br><br> |
| 45 | +::: |
| 46 | + |
| 47 | + |
| 48 | +:::{dropdown} Education |
| 49 | +:close: |
| 50 | +1. **University of Duisburg-Essen**<br> |
| 51 | +Master's degree in Applied Computer Science<br> |
| 52 | +2023 - Present<br> |
| 53 | +<br><br> |
| 54 | + |
| 55 | +2. **University of Duisburg-Essen**<br> |
| 56 | +Bachelor's degree in Applied Computer Science<br> |
| 57 | +2019 - 2023<br> |
| 58 | +Thesis: Implementation of a Data Augmentation System for Image Datasets |
| 59 | +<br><br> |
| 60 | +::: |
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