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Media

Our engagement with the scientific community and the public is reflected in a diverse range of activities, including seminars, invited talks, conference presentations, and broad media coverage.

NCT Data Science Seminar

The NCT Data Science Seminar is a campus-wide effort bringing together thought-leading speakers and researchers in the field of data science to discuss both methodological advances as well as medical applications.

Hosts:

Prof. Dr. Lena Maier-Hein (Chair)

Prof. Dr. Klaus Maier-Hein

Prof. Dr. Oliver Stegle

Video recordings

Please refer to our YouTube channel for a selection of talks of our division. A selection of invited talks and conference presentations is provided below.

Invited talks

Lena Maier-Hein: Breaking the Wall of Surgical Imaging | Science Summit 2024

09/2024 (Lena Maier-Hein, Falling Walls Science Breakthroughs): Breaking the wall of surgical imaging

03/2024 (Lena Maier-Hein, Keynote SPIE Medical Imaging): Beyond the visible: the true state of AI in medical imaging

(Bench)mark: Pitfalls in AI Validation | Annika Reinke

06/2022 (Annika Reinke, DKFZ Data Science Seminar): (Bench)mark: Pitfalls in AI Validation

05/2022 (Lena Maier-Hein, Stanford's IBIIS & AIMI 2022 seminar series): Missing the (Bench)mark?

Challenges @ MICCAI 2021 | Lena Maier-Hein & Annika Reinke

09/2021 (Lena Maier-Hein & Annika Reinke, Challenges@MICCAI 2021)

Does Machine Learning Based Biomedical Image Analysis Require Domain Experts?

06/2021 (Lena Maier-Hein, Bay Vision Virtual Meetup): Does Machine Learning Based Biomedical Image Analysis Require Domain Experts?

Why Domain Knowledge is Crucial for Machine Learning-based Medical Image Analysis | Lena Maier-Hein

04/2021 (Lena Maier-Hein, freiburg.ai): Why Domain Knowledge is Crucial for ML-based Medical Image Analysis

Comparative validation of AI algorithms - common pitfalls and new concepts | Big-Data.AI Summit 2021

04/2021 (Lena Maier-Hein, Bitkom - Big-Data.AI Summit): Comparative validation of AI algorithms - common pitfalls and new concepts

Overview of MICCAI 2020 Challenges

10/2020 (Lena Maier-Hein, NVIDIA GTC): Overview of MICCAI 2020 Challenges

Vortrag Junges Forum BMT 2020: Surgical Data Science: KI im OP (Dr. Keno März)

09/2020 (Keno März, Junges Forum BMT 2020): Surgical Data Science: KI im OP

Annika Reinke: Is the winner really the best? Challenges in benchmarking competitions

08/2020 (Annika Reinke, Weiss AI in Surgery virtual mini-symposium): Is the winner really the best? Challenges in benchmarking competitions.

Successes and pitfalls in Benchmarking Biomedical Image Analysis Algorithms - Lena Maier-Hein

07/2020 (Lena Maier-Hein, BioMedIA Seminar Series, Imperial College London): Successes and pitfalls in Benchmarking Biomedical Image Analysis Algorithms

CVPR MCV 2020 - #3: "Uncertainty Handling in Surgical Data Science"

06/2020 (Lena Maier-Hein, CVPR - Medical Computer Vision Workshop): Uncertainty Handling in Surgical Data Science

06/2020 (Annika Reinke, BmWI Webkonferenz Datensouveränität und Dateninfrastrukturen): Covid-19 Challenges - Internationale Wettbewerbe zu den BIO-medizinischen Herausforderungen.

Surgical Data Science: von Eminenz- zu Evidenz-basierter Chirurgie?

05/2018 (Keno März, Symposium für Clinical Decision SUpport Aarau ): Surgical Data Science: von Eminenz- zu Evidenz-basierter Chirurgie?

Conference presentations

MICCAI Educational Challenge 2024: Validation Reloaded: Elevate your model validation

10/2024 (Annika Reinke, Ali Emre Kavur, MICCAI 2024): MICCAI Educational Challenge 2024: Validation Reloaded: Elevate your model validation

MICCAI2023 | Self-distillation for surgical action recognition - Yamlahi

10/2023 (Amine Yamlahi, MICCAI 2023): Self-distillation for surgical action recognition

MICCAI2023 | Semantic segmentation of surgical hyperspectral images under geometric domain shifts

10/2023 (Jan Sellner & Silvia Seidlitz, MICCAI 2023): Semantic segmentation of surgical hyperspectral images under geometric domain shifts

MICCAI2023 | Deployment of Image Analysis Algorithms under Prevalence Shifts - Godau & Kalinowski

10/2023 (Patrick Godau & Piotr Kalinowski, MICCAI 2023): Deployment of Image Analysis Algorithms under Prevalence Shifts

MICCAI2023 | Unsupervised Domain Transfer with Conditional Invertible Neural Networks - Dreher

10/2023 (Kris Dreher, MICCAI 2023): Unsupervised Domain Transfer with Conditional Invertible Neural Networks

IPCAI 2021 #32 - Tattoo tomography: Freehand 3D photoacoustic image reconstruction

06/2021 (Niklas Holzwarth, IPCAI): Tattoo tomography: Freehand 3D photoacoustic image reconstruction

12/2020 (Dasha Trofimova, NeurIPS): Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks.

12/2020 (Patrick Godau, NeurIPS): Quantification of task similarity for efficient knowledge transfer in biomedical image analysis.

How to Organize a Challenge – Behind the Scenes

10/2020 (Annika Reinke, Matthias Eisenmann, Laura Aguilera, Sinan Onogur, Leonardo Ayala, Peter Full, MICCAI Educational Challenge): How to Organize a Challenge – Behind the Scenes

06/2020 (Leonardo Ayala, Silvia Seidlitz, IPCAI): Light source calibration for multispectral imaging in surgery.

10/2019 (Keno März, SMIT 2019 - New Technology Drives Medicine): What is Surgical Data Science?

[UNSURE'19] Oral Presentation 03: Tim Adler

10/2019 (Tim Adler, MICCAI UNSURE Workshop): Out of Distribution Detection for Intra-Operative Functional Imaging.

Audio recordings

04/2022 (Lena Maier-Hein): Podcast AI-ready Healthcare: "What does it mean to win a Biomedical Challenge?"

03/2021 (Lena Maier-Hein): Podcast: Medizin auf's Ohr

 

Press and Media

10/2024 (Metropol Journal Rhein-Neckar, Lena Maier-Hein): Landesforschungspreis Baden-Württemberg und Preis für mutige Wissenschaft 2024 verliehen an Prof. Dr.-Ing. Lena Maier-Hein, Prof. Dr. Christiane Werner und Prof. Dr. Kira Rehfeld

04/2024 (SWR Wissen aktuell, Lena Maier-Hein): "So unterstützen Roboter und KI Ärzte bei Operationen"

12/2023 (Imperial College London, Lena Maier-Hein): I-X hosts inaugural conference to explore latest AI breakthroughs

10/2023 (Frankfurter Allgemeine Zeitung, FAZ, Lena Maier-Hein, Minu D. Tizabi, Christoph Michalski): Die Potenziale der chirurgischen Datenwissenschaft

06/2022 (Frauen in MINT-Berufen, Lena Maier-Hein): Mit Künstlicher Intelligenz gegen Krebs

08/2021 (Medium Blogpost Annika Reinke, Minu D. Tizabi): A discovery dive into the world of evaluation — Do’s, don’ts and other considerations

Press releases

02/2021 Helmholtz Website: "Die Zukunftstechnologin" (Portrait Lena Maier-Hein)

12/2020 DKFZ Website: "Artificial intelligence enables new imaging methods" (Press release ERC Consolidator Grant)

12/2017 DKFZ Website: "Berlin-Brandenburg Academy Prize for Lena Maier-Hein"

12/2016 DKFZ Website: "Using sound and light for navigating inside the body - Lena Maier-Hein has been awarded the Emil Salzer Prize"

12/2014 DKFZ Website: "ERC Starting Grant for Lena Maier-Hein" (Press release ERC Starting Grant)

05/2013 DKFZ Website: "Medizininformatikerin Lena Maier-Hein erhält Preis der DFG" (Press release Heinz-Maier Leibnitz Preis)

07/2009 DKFZ Website: "Improved Treatment of Liver Metastases - Cancer Prize Awarded to Heidelberg Scientist"