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Papers matching “clinical implementation” 13

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Beyond Benchmarks: Towards Robust Artificial Intelligence Bone Segmentation in Socio-Technical Systems
2025 medRxiv preprint Computer Science Medical Image Segmentation Techniques Open access

Kunpeng Xie, Lennart Johannes Gruber, Martin Crampen, Yao Li, André Filipe Ferreira, Elias Tappeiner, +43 more

0

citations
De-novo FAIRification via an Electronic Data Capture system by automated transformation of filled electronic Case Report Forms into machine-readable data
2021 medRxiv preprint Computer Science Research Data Management Practices Open access

Martijn G. Kersloot, Annika Jacobsen, Karlijn H.J. Groenen, Bruna dos Santos Vieira, Rajaram Kaliyaperumal, Ameen Abu–Hanna, +5 more

8

citations
Use of Federated Learning for validating and updating privacy-preserving decentralized multi-study prognostic models in Traumatic Brain Injury
2026 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

Abel Torres Espin, Justin C. Wong, H.E. Hinson, Thomas B. Kuipers, Bart P. T. Hoekstra, Sonia Jain, +12 more

0

citations
Towards FAIRification of Sensitive and Fragmented Rare Disease Patient Data: Challenges and Solutions in European Reference Network Registries
2022 Research Square preprint Computer Science Research Data Management Practices Open access

Bruna dos Santos Vieira, César H. Bernabé, Shuxin Zhang, Haitham Abaza, Nirupama Benis, Alberto Cámara, +9 more

7

citations
Validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on L3 abdominal CT images
2023 medRxiv preprint Computer Science Medical Image Segmentation Techniques Open access

David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Ross Dean Dolan, Adam S. Bryce, David Kuang-Fu Chang, +7 more

5

citations
Towards fully automated Inner Ear Analysis: Deep-Learning-based Joint Segmentation and Landmark Detection Framework
2022 Research Square preprint Computer Science Medical Image Segmentation Techniques Open access

Jannik Stebani, Martin Blaimer, Simon Zabler, Tilmann Neun, Daniël M. Pelt, Kristen Rak

0

citations
A Hybrid Modeling Framework for Generalizable and Interpretable Predictions of ICU Mortality: Leveraging ICD Codes in a Multi-Hospital Study of Mechanically Ventilated Influenza Patients
2023 Research Square preprint Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more

2

citations
Medical Image Segmentation Review: The success of U-Net
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, +4 more

97

citations
Benchmarking artificial intelligence methods for end-to-end computational pathology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, +17 more

15

citations
Beyond the Desktop: XR-Driven Segmentation with Meta Quest 3 and MX Ink
2025 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Lisle Faray de Paiva, Gijs Luijten, Moon Kim, Behrus Puladi, Jens Kleesiek, Jan Egger

0

citations
Encrypted federated learning for secure decentralized collaboration in cancer image analysis
2022 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more

7

citations
Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic
2021 medRxiv preprint Computer Science Research Data Management Practices Open access

Núria Queralt-Rosiñach, Rajaram Kaliyaperumal, César H. Bernabé, Qinqin Long, Simone A. Joosten, Erik L.A. Flikkenschild, +3 more

5

citations
Augmented Reality-Based Surgery on the Human Cadaver Using a New Generation of Optical Head-Mounted Displays: Development and Feasibility Study (Preprint)
2021 preprint Computer Science Augmented Reality Applications

Behrus Puladi, Mark Ooms, Martin Bellgardt, Mark Cesov, Myriam Lipprandt, Stefan Raith, +6 more

0

citations

13 results