Martin Kaufmann

According to our database, Martin Kaufmann authored at least 39 papers between 2009 and 2024.

Collaborative distances:

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

2024

From quantitative metrics to clinical success: assessing the utility of deep learning for tumor segmentation in breast surgery.

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

Int. J. Comput. Assist. Radiol. Surg., June, 2024

ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry.

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

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence.

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

npj Digit. Medicine, 2024

Towards Improving Surgical Margins in Tumour Resection Using Mass Spectrometry Imaging.

Jade Warren, Amoon Jamzad, Tamara Jamaspishvili, Rachael Iseman, Ayesha Syeda, Martin Kaufmann, John F. Rudan, Gabor Fichtinger, David M. Berman, Parvin Mousavi

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

An Efficient Calibration System of Optical Interferometer for Measuring Middle and Upper Atmospheric Wind.

Guangyi Zhu, Yajun Zhu, Martin Kaufmann, Tiancai Wang, Weijun Liu, Jiyao Xu

Remote. Sens., April, 2023

Cautery trajectory analysis for evaluation of resection margins in breast-conserving surgery.

Chris Yeung, Joshua Ehrlich, Amoon Jamzad, Martin Kaufmann, John F. Rudan, Cecil Jay Engel, Parvin Mousavi, Tamas Ungi, Gabor Fichtinger

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Self-supervised learning and uncertainty estimation for surgical margin detection.

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

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry.

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

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Cautery tool state detection using deep learning on intraoperative surgery videos.

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

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

ViPRE: an open-source software implementation for end-to-end analysis of mass spectrometry data.

Hanad Elmi, Amoon Jamzad, Mackenzie Sharp, Jessica R. Rodgers, Martin Kaufmann, Tamara Jamaspishvili, Rachael Iseman, David Berman, John F. Rudan, Gabor Fichtinger, Parvin Mousavi

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer.

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

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

2022

Application of Intraoperative Mass Spectrometry and Data Analytics for Oncological Margin Detection, A Review.

Alice Maria Leondina Santilli, Kevin Yi Mi Ren, Richard Oleschuk, Martin Kaufmann, John F. Rudan, Gabor Fichtinger, Parvin Mousavi

IEEE Trans. Biomed. Eng., 2022

Sensor-Based Automated Detection of Electrosurgical Cautery States.

Joshua Ehrlich, Amoon Jamzad, Mark Asselin, Jessica Robin Rodgers, Martin Kaufmann, Tamás Haidegger, John F. Rudan, Parvin Mousavi, Gabor Fichtinger, Tamas Ungi

Sensors, 2022

Uncertainty estimation for margin detection in cancer surgery using mass spectrometry.

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

Int. J. Comput. Assist. Radiol. Surg., 2022

Phase recognition and cautery localization in basal cell carcinoma surgical videos.

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

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

2021

Combined Mass Spectrometry and Histopathology Imaging for Perioperative Tissue Assessment in Cancer Surgery.

Laura Connolly, Amoon Jamzad, Martin Kaufmann, Catriona E. Farquharson, Kevin Yi Mi Ren, John F. Rudan, Gabor Fichtinger, Parvin Mousavi

J. Imaging, 2021

Metabolomics patterns of breast cancer tumors using mass spectrometry imaging.

Rachel L. Theriault, Martin Kaufmann, Kevin Yi Mi Ren, Sonal Varma, Randy E. Ellis

Int. J. Comput. Assist. Radiol. Surg., 2021

Domain adaptation and self-supervised learning for surgical margin detection.

Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Natasja N. Y. Janssen, Shaila Merchant, Cecil Jay Engel, Doug McKay, Sonal Varma, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi

Int. J. Comput. Assist. Radiol. Surg., 2021

Graph Transformers for Characterization and Interpretation of Surgical Margins.

Amoon Jamzad, Alice M. L. Santilli, Faranak Akbarifar, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Shaila Merchant, Cecil Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data.

Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Shaila Merchant, Cecil Jay Engel, Kathryn Logan, Julie Wallis, Natasja N. Y. Janssen, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study.

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

Int. J. Comput. Assist. Radiol. Surg., 2020

Navigated tissue characterization during skin cancer surgery.

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

Int. J. Comput. Assist. Radiol. Surg., 2020

Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study.

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

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Navigated real-time molecular analysis in the operating theatre, demonstration of concept.

Mark Asselin, Martin Kaufmann, Julia Wiercigroch, Tamas Ungi, Andras Lasso, John F. Rudan, Gabor Fichtinger

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

2016

ParTime: Parallel Temporal Aggregation.

Markus Pilman, Martin Kaufmann, Florian Köhl, Donald Kossmann, Damien Profeta

Proceedings of the 2016 International Conference on Management of Data, 2016

Atmospheric gravity waves observation from a lunar base.

Martin Kaufmann, Rui Song

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Indexing bi-temporal windows.

Chang Ge, Martin Kaufmann, Lukasz Golab, Peter M. Fischer, Anil K. Goel

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database.

Lucas Braun, Thomas Etter, Georgios Gasparis, Martin Kaufmann, Donald Kossmann, Daniel Widmer, Aharon Avitzur, Anthony Iliopoulos, Eliezer Levy, Ning Liang

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Bi-temporal Timeline Index: A data structure for Processing Queries on bi-temporal data.

Martin Kaufmann, Peter M. Fischer, Norman May, Chang Ge, Anil K. Goel, Donald Kossmann

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

Storing and processing temporal data in main memory column stores.

Martin Kaufmann

PhD thesis, 2014

Benchmarking Bitemporal Database Systems: Ready for the Future or Stuck in the Past?

Martin Kaufmann, Peter M. Fischer, Norman May, Donald Kossmann

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Comprehensive and Interactive Temporal Query Processing with SAP HANA.

Martin Kaufmann, Panagiotis Vagenas, Peter M. Fischer, Donald Kossmann, Franz Färber

Proc. VLDB Endow., 2013

Storing and Processing Temporal Data in a Main Memory Column Store.

Martin Kaufmann

Proc. VLDB Endow., 2013

TPC-BiH: A Benchmark for Bitemporal Databases.

Martin Kaufmann, Peter M. Fischer, Norman May, Andreas Tonder, Donald Kossmann

Proceedings of the Performance Characterization and Benchmarking, 2013

Timeline index: a unified data structure for processing queries on temporal data in SAP HANA.

Martin Kaufmann, Amin Amiri Manjili, Panagiotis Vagenas, Peter M. Fischer, Donald Kossmann, Franz Färber, Norman May

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Time travel in column stores.

Martin Kaufmann, Amin Amiri Manjili, Stefan Hildenbrand, Donald Kossmann, Andreas Tonder

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A generic database benchmarking service.

Martin Kaufmann, Peter M. Fischer, Donald Kossmann, Norman May

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2009

Developing an Enterprise Web Application in XQuery.

Martin Kaufmann, Donald Kossmann

Proceedings of the Web Engineering, 9th International Conference, 2009