Martin Kaufmann

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 26

Top Topics

Mass Spectrometry

Temporal Aggregation

Top Venues

Medical Imaging: Image-Guided Procedures

Int. J. Comput. Assist. Radiol. Surg.

SIGMOD Conference

Publications

Chris Yeung, Tamas Ungi, Zoe Hu, Amoon Jamzad, Martin Kaufmann, Ross Walker, Shaila Merchant, Cecil Jay Engel, Doris Jabs, John F. Rudan, Parvin Mousavi, Gabor Fichtinger
From quantitative metrics to clinical success: assessing the utility of deep learning for tumor segmentation in breast surgery. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Laura Connolly, Fahimeh Fooladgar, Amoon Jamzad, Martin Kaufmann, Ayesha Syeda, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Jan-Niklas Eckardt, Waldemar Hahn, Christoph Röllig, Sebastian Stasik, Uwe Platzbecker, Carsten Müller-Tidow, Hubert Serve, Claudia D. Baldus, Christoph Schliemann, Kerstin Schäfer-Eckart, Maher Hanoun, Martin Kaufmann, Andreas Burchert, Christian Thiede, Johannes Schetelig, Martin Sedlmayr, Martin Bornhäuser, Markus Wolfien, Jan Moritz Middeke
Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence. npj Digit. Medicine 7 (1) (2024)
Chris Yeung, Joshua Ehrlich, Amoon Jamzad, Martin Kaufmann, John F. Rudan, Cecil Jay Engel, Parvin Mousavi, Tamas Ungi, Gabor Fichtinger
Cautery trajectory analysis for evaluation of resection margins in breast-conserving surgery. Medical Imaging: Image-Guided Procedures (2023)
Hanad Elmi, Amoon Jamzad, Mackenzie Sharp, Jessica R. Rodgers, Martin Kaufmann, Tamara Jamaspishvili, Rachael Iseman, David Berman, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
ViPRE: an open-source software implementation for end-to-end analysis of mass spectrometry data. Medical Imaging: Image-Guided Procedures (2023)
Dilakshan Srikanthan, Martin Kaufmann, Amoon Jamzad, Ayesha Syeda, Alice M. L. Santilli, Alireza Sedghi, Gabor Fichtinger, Jamie Purzner, John F. Rudan, Teresa Purzner, Parvin Mousavi
Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry. Medical Imaging: Image-Guided Procedures (2023)
Lucas March, Jessica R. Rodgers, Rebecca Hisey, Amoon Jamzad, Alice M. L. Santilli, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi
Cautery tool state detection using deep learning on intraoperative surgery videos. Medical Imaging: Image-Guided Procedures (2023)
Guangyi Zhu, Yajun Zhu, Martin Kaufmann, Tiancai Wang, Weijun Liu, Jiyao Xu
An Efficient Calibration System of Optical Interferometer for Measuring Middle and Upper Atmospheric Wind. Remote. Sens. 15 (7) (2023)
Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Dilakshan Srikanthan, Ayesha Syeda, Martin Kaufmann, Kevin Yi Mi Ren, Shaila Merchant, Cecil Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer. MICCAI (7) (2023)
Ayesha Syeda, Fahimeh Fooladgar, Amoon Jamzad, Dilakshan Srikanthan, Martin Kaufmann, Kevin Yi Mi Ren, Cecil Jay Engel, Ross Walker, Shaila Merchant, Doug McKay, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Self-supervised learning and uncertainty estimation for surgical margin detection. Medical Imaging: Image-Guided Procedures (2023)
Josh Ehrlich, Amoon Jamzad, Mark Asselin, Jessica Robin Rodgers, Martin Kaufmann, Tamás Haidegger, John F. Rudan, Parvin Mousavi, Gabor Fichtinger, Tamas Ungi
Sensor-Based Automated Detection of Electrosurgical Cautery States. Sensors 22 (15) (2022)
Alice Maria Leondina Santilli, Kevin Ren, Richard Oleschuk, Martin Kaufmann, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
Application of Intraoperative Mass Spectrometry and Data Analytics for Oncological Margin Detection, A Review. IEEE Trans. Biomed. Eng. 69 (7) (2022)
Lucas March, Jessica Robin Rodgers, Amoon Jamzad, Alice M. L. Santilli, Rebecca Hisey, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi
Phase recognition and cautery localization in basal cell carcinoma surgical videos. Medical Imaging: Image-Guided Procedures (2022)
Fahimeh Fooladgar, Amoon Jamzad, Laura Connolly, Alice M. L. Santilli, Martin Kaufmann, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 17 (12) (2022)
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Natasja N. Y. Janssen, Shaila Merchant, C. Jay Engel, Doug McKay, Sonal Varma, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Domain adaptation and self-supervised learning for surgical margin detection. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (2021)
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Shaila Merchant, C. Jay Engel, Kathryn Logan, Julie Wallis, Natasja N. Y. Janssen, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data. ISBI (2021)
Amoon Jamzad, Alice M. L. Santilli, Faranak Akbarifar, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Shaila Merchant, C. Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
Graph Transformers for Characterization and Interpretation of Surgical Margins. MICCAI (7) (2021)
Rachel L. Theriault, Martin Kaufmann, Kevin Yi Mi Ren, Sonal Varma, Randy E. Ellis
Metabolomics patterns of breast cancer tumors using mass spectrometry imaging. Int. J. Comput. Assist. Radiol. Surg. 16 (7) (2021)
Laura Connolly, Amoon Jamzad, Martin Kaufmann, Catriona E. Farquharson, Kevin Yi Mi Ren, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
Combined Mass Spectrometry and Histopathology Imaging for Perioperative Tissue Assessment in Cancer Surgery. J. Imaging 7 (10) (2021)
Laura Connolly, Amoon Jamzad, Martin Kaufmann, Rachel Rubino, Alireza Sedghi, Tamas Ungi, Mark Asselin, Scott Yam, John F. Rudan, Christopher Nicol, Gabor Fichtinger, Parvin Mousavi
Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study. Medical Imaging: Image-Guided Procedures (2020)
Amoon Jamzad, Alireza Sedghi, Alice M. L. Santilli, Natasja N. Y. Janssen, Martin Kaufmann, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry. MICCAI (3) (2020)
Alice M. L. Santilli, Amoon Jamzad, Natasja N. Y. Janssen, Martin Kaufmann, Laura Connolly, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
Natasja N. Y. Janssen, Martin Kaufmann, Alice M. L. Santilli, Amoon Jamzad, Kaitlin Vanderbeck, Kevin Yi Mi Ren, Tamas Ungi, Parvin Mousavi, John F. Rudan, Doug McKay, Ami Wang, Gabor Fichtinger
Navigated tissue characterization during skin cancer surgery. Int. J. Comput. Assist. Radiol. Surg. 15 (10) (2020)
Mark Asselin, Martin Kaufmann, Julia Wiercigroch, Tamas Ungi, Andras Lasso, John F. Rudan, Gabor Fichtinger
Navigated real-time molecular analysis in the operating theatre, demonstration of concept. Medical Imaging: Image-Guided Procedures (2019)
Markus Pilman, Martin Kaufmann, Florian Köhl, Donald Kossmann, Damien Profeta
ParTime: Parallel Temporal Aggregation. SIGMOD Conference (2016)
Martin Kaufmann, Rui Song
Atmospheric gravity waves observation from a lunar base. IGARSS (2016)
Martin Kaufmann, Peter M. Fischer, Norman May, Chang Ge, Anil K. Goel, Donald Kossmann
Bi-temporal Timeline Index: A data structure for Processing Queries on bi-temporal data. ICDE (2015)
Chang Ge, Martin Kaufmann, Lukasz Golab, Peter M. Fischer, Anil K. Goel
Indexing bi-temporal windows. SSDBM (2015)
Lucas Braun, Thomas Etter, Georgios Gasparis, Martin Kaufmann, Donald Kossmann, Daniel Widmer, Aharon Avitzur, Anthony Iliopoulos, Eliezer Levy, Ning Liang
Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database. SIGMOD Conference (2015)
Martin Kaufmann, Peter M. Fischer, Norman May, Donald Kossmann
Benchmarking Bitemporal Database Systems: Ready for the Future or Stuck in the Past? EDBT (2014)
Martin Kaufmann, Panagiotis Vagenas, Peter M. Fischer, Donald Kossmann, Franz Färber
Comprehensive and Interactive Temporal Query Processing with SAP HANA. Proc. VLDB Endow. 6 (12) (2013)
Martin Kaufmann, Amin Amiri Manjili, Stefan Hildenbrand, Donald Kossmann, Andreas Tonder
Time travel in column stores. ICDE (2013)
Martin Kaufmann, Peter M. Fischer, Norman May, Andreas Tonder, Donald Kossmann
TPC-BiH: A Benchmark for Bitemporal Databases. TPCTC (2013)
Martin Kaufmann, Peter M. Fischer, Donald Kossmann, Norman May
A generic database benchmarking service. ICDE (2013)
Martin Kaufmann, Amin Amiri Manjili, Panagiotis Vagenas, Peter M. Fischer, Donald Kossmann, Franz Färber, Norman May
Timeline index: a unified data structure for processing queries on temporal data in SAP HANA. SIGMOD Conference (2013)
Martin Kaufmann
Storing and Processing Temporal Data in a Main Memory Column Store. Proc. VLDB Endow. 6 (12) (2013)
Martin Kaufmann, Donald Kossmann
Developing an Enterprise Web Application in XQuery. ICWE (2009)