Benjamin Frey - RankMe

15 papers Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma. CoRR Ahmed Gomaa, Yixing Huang, Pluvio Stephan, Katharina Breininger, Benjamin Frey, Arnd Dörfler, Oliver Schnell, Daniel Delev, Roland Coras, Charlotte Schmitter, Jenny Stritzelberger, Sabine Semrau, Andreas K. Maier, Siming Bayer, Stephan Schönecker, Dieter Henrik Heiland, Peter H. N. de With, Udo S. Gaipl, Christoph Bert, Rainer Fietkau, Manuel A. Schmidt, Florian Putz
2025	J	`jnl`	Benchmarking GPT-5 in Radiation Oncology: Measurable Gains, but Persistent Need for Expert Oversight. CoRR Ugur Dinc, Jibak Sarkar, Philipp Schubert, Sabine Semrau, Thomas Weissmann, Andre Karius, Johann Brand, Bernd-Niklas Axer, Ahmed Gomaa, Pluvio Stephan, Ishita Sheth, Sogand Beirami, Annette Schwarz, Udo Gaipl, Benjamin Frey, Christoph Bert, Stefanie Corradini, Rainer Fietkau, Florian Putz
2025	J	`jnl`	Large-Scale Pre-training Enables Multimodal AI Differentiation of Radiation Necrosis from Brain Metastasis Progression on Routine MRI. CoRR Ahmed Gomaa, Annette Schwarz, Ludwig Singer, Arnd Dörfler, Matthias Stefan May, Pluvio Stephan, Ishita Sheth, Juliane Szkitsak, Katharina Breininger, Yixing Huang, Benjamin Frey, Oliver Schnell, Daniel Delev, Roland Coras, Daniel Höfler, Philipp Schubert, Jenny Stritzelberger, Sabine Semrau, Andreas K. Maier, Dieter Henrik Heiland, Udo S. Gaipl, Andrea Wittig, Rainer Fietkau, Christoph Bert, Stefanie Corradini, Florian Putz
2024	J	`jnl`	Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma. CoRR Ahmed Gomaa, Yixing Huang, Amr Hagag, Charlotte Schmitter, Daniel Höfler, Thomas Weissmann, Katharina Breininger, Manuel A. Schmidt, Jenny Stritzelberger, Daniel Delev, Roland Coras, Arnd Dörfler, Oliver Schnell, Benjamin Frey, Udo S. Gaipl, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz
2023	J	`jnl`	Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training Exam (TXIT): Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology. CoRR Yixing Huang, Ahmed Gomaa, Thomas Weissmann, Johanna Grigo, Hassen Ben Tkhayat, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz
2023	J	`jnl`	The Segment Anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning. CoRR Florian Putz, Johanna Grigo, Thomas Weissmann, Philipp Schubert, Daniel Hoefler, Ahmed Gomaa, Hassen Ben Tkhayat, Amr Hagag, Sebastian Lettmaier, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Sabine Semrau, Christoph Bert, Rainer Fietkau, Yixing Huang
2022	J	`jnl`	Deep Learning for automatic head and neck lymph node level delineation. CoRR Thomas Weissmann, Yixing Huang, Stefan Fischer, Johannes Roesch, Sina Mansoorian, Horacio Ayala Gaona, Antoniu-Oreste Gostian, Markus Hecht, Sebastian Lettmaier, Lisa Deloch, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Heinrich Iro, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz
2022	—	`conf`	How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language. ACL (1) Shiyue Zhang, Benjamin Frey, Mohit Bansal
2022	J	`jnl`	How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language. CoRR Shiyue Zhang, Benjamin Frey, Mohit Bansal
2022	—	`conf`	Multi-stage investigation of deep neural networks for COVID-19 B-line feature detection in simulated and in vivo ultrasound images. Computer-Aided Diagnosis Benjamin Frey, Lingyi Zhao, Tiffany Clair Fong, Muyinatu A. Lediju Bell
2021	—	`conf`	ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback. ACL (demo) Shiyue Zhang, Benjamin Frey, Mohit Bansal
2021	J	`jnl`	ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback. CoRR Shiyue Zhang, Benjamin Frey, Mohit Bansal
2021	J	`jnl`	Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz
2020	—	`conf`	ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization. EMNLP (1) Shiyue Zhang, Benjamin Frey, Mohit Bansal
2020	J	`jnl`	ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization. CoRR Shiyue Zhang, Benjamin Frey, Mohit Bansal