Kristina Mach

According to our database, Kristina Mach authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multitask Weakly Supervised Generative Network for MR-US Registration.

Mohammad Farid Azampour, Kristina Mach, Emad Fatemizadeh, Beatrice Demiray, Kay Westenfelder, Katja Steiger, Matthias Eiber, Thomas Wendler, Bernhard Kainz, Nassir Navab

IEEE Trans. Medical Imaging, November, 2024

SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery.

Kristina Mach, Hessam Roodaki, Michael Sommersperger, Nassir Navab

CoRR, 2024

2023

FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays.

Matthias Keicher, Kamilia Zaripova, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab

Proceedings of the Medical Imaging with Deep Learning, 2023

Intelligent Virtual B-Scan Mirror (IVBM).

Michael Sommersperger, Shervin Dehghani, Philipp Matten, Kristina Mach, Hessam Roodaki, Ulrich Eck, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Semantic Virtual Shadows (SVS) for Improved Perception in 4D OCT Guided Surgery.

Michael Sommersperger, Shervin Dehghani, Philipp Matten, Kristina Mach, M. Ali Nasseri, Hessam Roodaki, Ulrich Eck, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Few-shot Structured Radiology Report Generation Using Natural Language Prompts.

Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab

CoRR, 2022

Interpretable Vertebral Fracture Diagnosis.

Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

OCT-guided Robotic Subretinal Needle Injections: A Deep Learning-Based Registration Approach.

Kristina Mach, Shuwen Wei, Ji Woong Kim, Alejandro Martin-Gomez, Peiyao Zhang, Jin U. Kang, M. Ali Nasseri, Peter Gehlbach, Nassir Navab, Iulian Iordachita

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022