Preprints
- Multimodal Learning for Interactive Brain Tumor MR Image Segmentation Under review in IEEE J-BHI, 2025 Hezhou Han, Wei Li, Qi Wang†, Yue Hu†
- Improving the reliability of fMRI-based predictions of intelligence via semi-blind machine learning Preprint, 2023 Gabriele Lohmann, Samuel Heczko, Lucas Mahler, Qi Wang, Julius Steiglechner, Vinod J. Kumar, Michelle Roost, Jürgen Jost, Klaus Scheffler
- METAFormer: A Multi-Atlas Enhanced Transformer Architecture for Autism Spectrum Disorder Classification Using Resting-State fMRI Preprint, 2023 Lucas Mahler, Qi Wang, Julius Steiglechner, Florian Birk, Samuel Heczko, Klaus Scheffler, Gabriele Lohmann
- FLEXseg: Next Generation Brain MRI Segmentation at 9.4T Preprint, 2022 Julius Steiglechner, Qi Wang, Dana Ramadan, Lucas Mahler, Klaus Scheffler, Benjamin Bender, Tobias Lindig, Gabriele Lohmann
Conference Papers
- Retrospective Motion Correction in MRI using Disentangled Embeddings IEEE CAMSAP, 2025 Qi Wang, Veronika Ecker, Marcel Früh, Sergios Gatidis, Thomas Küstner
- DISGAN: Wavelet-informede discriminator guides GAN to MRI images super-resolution with noise cleaning ICCV workshop, 2023 Qi Wang, Lucas Mahler, Julius Steiglechner, Florian Birk, Klaus Scheffler, Gabriele Lohmann
- [Oral] A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging MICCAI workshop, 2023 Qi Wang, Lucas Mahler, Julius Steiglechner, Florian Birk, Klaus Scheffler, Gabriele Lohmann
- Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification MICCAI workshop, 2023 Lucas Mahler, Qi Wang, Julius Steiglechner, Florian Birk, Samuel Heczko, Klaus Scheffler, Gabriele Lohmann
- A Super-Resolution for Ultra High-Field MRI images Medical Imaging with Deep Learning (MIDL), 2022 Qi Wang, Julius Steiglechner, Tobias Lindig, Benjamin Bender, Klaus Scheffler, Gabriele Lohmann
Journal Articles
- Flexible and cost-effective deep learning for accelerated multi-parametric relaxometry using phase-cycled bSSFP Nature Scientific Reports, 2025 Florian Birk, Lucas Mahler, Julius Steiglechner, Qi Wang, Klaus Scheffler, Rahel Heule
- Focal fMRI signal enhancement with implantable inductively coupled detectors NeuroImage, 2022 Yi Chen†, Qi Wang†, Sangcheon Choi, Hang Zeng, Kengo Takahashi, Chunqi Qian, Xin Yu. (†: Joint first author)
- Real-Time fMRI Brain Mapping in Animals Journal of Visualized Experiments, 2020 Sangcheon Choi, Kengo Takahashi, Yuanyuan Jiang, Sascha Köhler, Hang Zeng, Qi Wang, Yan Ma, Xin Yu.
- Exploration of Whole-Body Anatomy in the German National Cohort (NAKO): 3D Segmentation of 55 Structures in 28,969 MRI Scans ISMRM, May 2025 | Hawaii USA Louisa Fay, Qi Wang, Bing Yang, Thomas Küstner, Sergios Gatidis
- Distribution-free uncertainty estimation in multi-parametric quantitative MRI through conformalized quantile regression ISMRM, May 2024 | Singapore Florian Birk, Lucas Mahler, Julius Steiglechner, Qi Wang, Klaus Scheffler, Rahel Heule
- Investigating Deep Learning-based Motion Correction Methods for MRI Brain In Depth Conference, Mar. 2024 | Tübingen Germany Qi Wang, Lucas Mahler, Julius Steiglechner, Gabriele Lohmann
- A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Oral presentation at MICCAI 2023 MLCN workshop, 2023 | Vancouver Canada
- Deep learning for MRI super resolution and its applications Oral presentation at Max Planck Institute for intelligence System, 2022 | Tübingen Germany
- JudgeMI: Towards Accurate Metrics for Assessing Deep Learning Based Structural MRI Motion Correction Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2023 | Montreal Canada Lucas Mahler, Qi Wang, Julius Steiglechner, Gabriele Lohmann
- Sythetic 9T-like structural MRI using Generative Neural Network Neurowissenschaftliche Nachwuchskonferenz (NeNa) 2021 | Tübingen Germany Qi Wang, Julius Steiglechner, Gabriele Lohmann
- Super Resolution Improves Cortical Segmentation Accuracy in Ultra-high Resolution MRI Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2022 | Glasgow UK Qi Wang, Julius Steiglechner, Klaus Scheffler, Gabriele Lohmann
- [Summa cum laude] Inductively coupled detectors for optogenetic-driven focal and multiregional fMRI signal enhancement ISMRM, 2021 | Virtual Yi Chen†, Qi Wang†, Hang Zeng, Kengo Takahashi, Sangcheon Choi, Chunqi Qian, Xin Yu. (†: Joint first author)
- IEEE Journal of Biomedical and Health Informatics (IEEE J-BHI)
- NeuroImage
- International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
- International Conference on Computer Vision (ICCV)
- Medical Imaging with Deep Learning (MIDL)
- International Society for Magnetic Resonance in Medicine (ISMRM DACH)
Abstract & Talks
Professional Service
Reviewer for the following journals:
and the following conferences: