DeViDe: Faceted medical knowledge for improved medical vision-language pre-training H Luo, Z Zhou, C Royer, A Sekuboyina, B Menze arXiv preprint arXiv:2404.03618, 2024 | 1 | 2024 |
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes P Sinhamahapatra, S Shit, A Sekuboyina, M Husseini, D Schinz, ... arXiv preprint arXiv:2404.02830, 2024 | | 2024 |
A foundation model utilizing chest CT volumes and radiology reports for supervised-level zero-shot detection of abnormalities IE Hamamci, S Er, F Almas, AG Simsek, SN Esirgun, I Dogan, ... arXiv preprint arXiv:2403.17834, 2024 | 2 | 2024 |
A foundation model utilizing chest CT volumes and radiology reports for supervised-level zero-shot detection of abnormalities I Ethem Hamamci, S Er, F Almas, A Gulnihan Simsek, S Nil Esirgun, ... arXiv e-prints, arXiv: 2403.17834, 2024 | | 2024 |
SPINEPS--Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance Segmentation H Möller, R Graf, J Schmitt, B Keinert, M Atad, A Sekuboyina, ... arXiv preprint arXiv:2402.16368, 2024 | 1 | 2024 |
MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models C Royer, B Menze, A Sekuboyina arXiv preprint arXiv:2402.09262, 2024 | 3 | 2024 |
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA K Yang, F Musio, Y Ma, N Juchler, JC Paetzold, R Al-Maskari, L Höher, ... arXiv preprint arXiv:2312.17670, 2023 | 7 | 2023 |
Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation R Graf, J Schmitt, S Schlaeger, HK Möller, V Sideri-Lampretsa, ... European Radiology Experimental 7 (1), 70, 2023 | 5 | 2023 |
Beyond medical imaging-A review of multimodal deep learning in radiology L Heiliger, A Sekuboyina, B Menze, J Egger, J Kleesiek Authorea Preprints, 2023 | 17 | 2023 |
Diffusion-based hierarchical multi-label object detection to analyze panoramic dental x-rays IE Hamamci, S Er, E Simsar, A Sekuboyina, M Gundogar, B Stadlinger, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 15 | 2023 |
MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision J Li, A Pepe, C Gsaxner, G Luijten, Y Jin, N Ambigapathy, E Nasca, ... arXiv preprint arXiv:2308.16139, 2023 | 15 | 2023 |
Denoising diffusion-based MR to CT image translation enables whole spine vertebral segmentation in 2D and 3D without manual annotations R Graf, J Schmitt, S Schlaeger, HK Möller, V Sideri-Lampretsa, ... arXiv preprint arXiv:2308.09345, 2023 | | 2023 |
Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans J Bodden, M Dieckmeyer, N Sollmann, E Burian, S Rühling, MT Löffler, ... Frontiers in endocrinology 14, 1207949, 2023 | 1 | 2023 |
Pushing the Limits of an FCN and A CRF Towards Near-Ideal Vertebrae Labelling A Sekuboyina, J Irmai, S Shit, J Kirschke, B Andres, B Menze 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays I Ethem Hamamci, S Er, E Simsar, A Sekuboyina, M Gundogar, ... arXiv e-prints, arXiv: 2303.06500, 2023 | | 2023 |
The liver tumor segmentation benchmark (lits) P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ... Medical Image Analysis 84, 102680, 2023 | 1063 | 2023 |
Jannis Bodden1, Michael Dieckmeyer1, 2, Nico Sollmann1, 3, 4, Egon Burian5, Sebastian Rühling1, Maximilian T. Löffler1, 6, Anjany Sekuboyina1, 7, 8, Malek El Husseini1, 7 … J Bodden, M Dieckmeyer, N Sollmann, E Burian, S Rühling, MT Löffler, ... | | 2023 |
Structured Knowledge Graphs for Classifying Unseen Patterns in Radiographs C Prabhakar, A Sekuboyina, HB Li, JC Paetzold, S Shit, T Amiranashvili, ... Geometric Deep Learning in Medical Image Analysis, 45-60, 2022 | 2 | 2022 |
Proposed diagnostic volumetric bone mineral density thresholds for osteoporosis and osteopenia at the cervicothoracic spine in correlation to the lumbar spine S Rühling, A Scharr, N Sollmann, M Wostrack, MT Löffler, B Menze, ... European Radiology 32 (9), 6207-6214, 2022 | 16 | 2022 |
A Unified 3D Framework for Organs-at-Risk Localization and Segmentation for Radiation Therapy Planning F Navarro, G Sasahara, S Shit, A Sekuboyina, I Ezhov, JC Peeken, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 4 | 2022 |