| Artificial intelligence index report 2025 N Maslej, L Fattorini, R Perrault, Y Gil, V Parli, N Kariuki, E Capstick, ... arXiv preprint arXiv:2504.07139, 2025 | 332 | 2025 |
| Merlin: A vision language foundation model for 3d computed tomography L Blankemeier, JP Cohen, A Kumar, D Van Veen, SJS Gardezi, ... Research Square, rs. 3. rs-4546309, 2024 | 133 | 2024 |
| GREEN: Generative Radiology Report Evaluation and Error Notation S Ostmeier, J Xu, Z Chen, M Varma, L Blankemeier, C Bluethgen, ... EMNLP 2024, Findings, 2024 | 97 | 2024 |
| Functional outcome prediction in acute ischemic stroke using a fused imaging and clinical deep learning model Y Liu, Y Yu, J Ouyang, B Jiang, G Yang, S Ostmeier, M Wintermark, ... Stroke 54 (9), 2316-2327, 2023 | 67 | 2023 |
| USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations S Ostmeier, B Axelrod, F Isensee, J Bertels, M Mlynash, S Christensen, ... Medical Image Analysis, 102927, 2023 | 25* | 2023 |
| LieRE: Lie Rotational Positional Encodings S Ostmeier*, B Axelrod*, M Varma, M Moseley, AS Chaudhari†, ... Forty-second International Conference on Machine Learning, 2025 | 15* | 2025 |
| Non-inferiority of deep learning ischemic stroke segmentation on non-contrast CT within 16-hours compared to expert neuroradiologists S Ostmeier, B Axelrod, BFJ Verhaaren, S Christensen, A Mahammedi, ... Scientific Reports 13 (1), 16153, 2023 | 15* | 2023 |
| Random expert sampling for deep learning segmentation of acute ischemic stroke on non-contrast CT S Ostmeier, B Axelrod, Y Liu, Y Yu, B Jiang, N Yuen, B Pulli, ... Journal of neurointerventional surgery 17 (1), 53-59, 2024 | 13 | 2024 |
| Iodine concentration of healthy lymph nodes of neck, axilla, and groin in dual-energy computed tomography AP Sauter, S Ostmeier, J Nadjiri, D Deniffel, EJ Rummeny, D Pfeiffer Acta Radiologica 61 (11), 1505-1511, 2020 | 13 | 2020 |
| CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback D Hein, Z Chen, S Ostmeier, J Xu, M Varma, EP Reis, AE Michalson, ... Association for Computational Linguistics (ACL) 2025, 2025 | 11* | 2025 |
| Prediction of delayed cerebral ischemia after cerebral aneurysm rupture using explainable machine learning approach RM Taghavi, G Zhu, M Wintermark, GM Kuraitis, ES Sussman, B Pulli, ... Interventional neuroradiology 31 (3), 375-380, 2024 | 11 | 2024 |
| Prediction of ischemic stroke functional outcomes from acute-phase noncontrast CT and clinical information Y Liu, Y Yu, J Ouyang, B Jiang, S Ostmeier, J Wang, S Lu-Liang, Y Yang, ... Radiology 313 (1), e240137, 2024 | 8 | 2024 |
| Automated Structured Radiology Report Generation JB Delbrouck, J Xu, J Moll, A Thomas, Z Chen, S Ostmeier, A Azhar, KZ Li, ... Association for Computational Linguistics (ACL) 2025, 2025 | 7 | 2025 |
| MedVAE: Efficient automated interpretation of medical images with large-scale generalizable autoencoders M Varma, A Kumar, R Van der Sluijs, S Ostmeier, L Blankemeier, ... Medical Imaging with Deep Learning (MIDL), Best Paper, 2025 | 5 | 2025 |
| MIRIAD: Augmenting LLMs with millions of medical query-response pairs Q Zheng, S Abdullah, S Rawal, C Zakka, S Ostmeier, M Purk, E Reis, ... arXiv preprint arXiv:2506.06091, 2025 | 4 | 2025 |
| Multicenter US clinical experience with the Scepter Mini balloon catheter MM Salem, P Kelmer, GS Sioutas, S Ostmeier, A Hoang, G Cortez, ... Interventional Neuroradiology, 15910199241246135, 2024 | 3 | 2024 |
| Translational research in spinal cord injury–what is in the future? N Hejrati, WB McIntyre, K Pieczonka, S Ostmeier, CS Ahuja, BK Kwon, ... Neural Repair and Regeneration After Spinal Cord Injury and Spine Trauma …, 2022 | 3 | 2022 |
| From Detection to Mitigation: Addressing Bias in Deep Learning Models for Chest X-Ray Diagnosis C Mottez, L Fay, M Varma, S Ostmeier, C Langlotz Pacific Symposium on Biocomputing (PSB) 2026, 2025 | 2 | 2025 |
| Structuring Radiology Reports: Challenging LLMs with Lightweight Models J Moll, L Fay, A Azhar, S Ostmeier, T Lueth, S Gatidis, C Langlotz, ... Empirical Methods in Natural Language Processing (EMNLP 2025), 2025 | 2 | 2025 |
| Medval: Toward expert-level medical text validation with language models A Aali, V Bikia, M Varma, N Chiou, S Ostmeier, A Singhvi, M Paschali, ... arXiv preprint arXiv:2507.03152, 2025 | 1 | 2025 |
