Kristina Mach

Medicine · Health Sciences

5h-index56citations11works4.02yr avg
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Research Topics

Retinal Imaging and Analysis(6), Retinal and Macular Surgery(4), Optical Coherence Tomography Applications(4), Artificial Intelligence in Healthcare and Education(3), Medical Imaging and Analysis(3)

Publications11 total

SpecstatOR: speckle statistics-based iOCT segmentation network for ophthalmic surgery
Biomedical Optics Express·2025Open Access
Multitask Weakly Supervised Generative Network for MR-US Registration
IEEE Transactions on Medical Imaging·2024· 12 citedOpen Access
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery
arXiv (Cornell University)·2024Open Access
Intelligent Virtual B-Scan Mirror (IVBM)
Lecture notes in computer science·2023· 6 cited
Semantic Virtual Shadows (SVS) for Improved Perception in 4D OCT Guided Surgery
Lecture notes in computer science·2023· 5 cited
OCT-guided Robotic Subretinal Needle Injections: A Deep Learning-Based Registration Approach
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)·2022· 15 citedOpen Access
Interpretable Vertebral Fracture Diagnosis
arXiv (Cornell University)·2022Open Access
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays
arXiv (Cornell University)·2022· 3 citedOpen Access
Surgical scene generation and adversarial networks for physics-based iOCT synthesis
Biomedical Optics Express·2022· 11 citedOpen Access
Interpretable Vertebral Fracture Diagnosis
Lecture notes in computer science·2022· 4 cited
Investigating the Effects of Trend Lines with the Microworld GridRail
KTH Publication Database DiVA (KTH Royal Institute of Technology)·2017Open Access

Frequent Co-authors

Nassir Navab(10), Michael Sommersperger(5), Hessam Roodaki(4), Matthias Keicher(3), Ashkan Khakzar(3), Alejandro Martin‐Gomez(2), M. Ali Nasseri(2), Peter Gehlbach(2), Iulian Iordachita(2), Shervin Dehghani(2), Philipp Matten(2), Ulrich Eck(2), Paul Engstler(2), David Schinz(2), Alexandra S. Gersing(2), Sarah C. Foreman(2), Sophia S. Goller(2), Juergen Weissinger(2), Jon Rischewski(2), Anna-Sophia Dietrich(2)