TUM AI in Medicine Lab
@tum-aim-lab.bsky.social
Chair of AI in Healthcare and Medicine, led by @danielrueckert.bsky.social, at TU Munich.
🌐 www.kiinformatik.mri.tum.de/en/chair-artificial-intelligence-healthcare-and-medicine
🌐 www.kiinformatik.mri.tum.de/en/chair-artificial-intelligence-healthcare-and-medicine
We celebrated the 5th anniversary of our research chair at @tum.de! 💙🥂
It's been an incredible journey of research and collaboration. Thank you to everyone who has made this possible. We are very much looking forward to the next years to come!
#AIMAnniversary #AIMNews
It's been an incredible journey of research and collaboration. Thank you to everyone who has made this possible. We are very much looking forward to the next years to come!
#AIMAnniversary #AIMNews
November 3, 2025 at 12:28 PM
We celebrated the 5th anniversary of our research chair at @tum.de! 💙🥂
It's been an incredible journey of research and collaboration. Thank you to everyone who has made this possible. We are very much looking forward to the next years to come!
#AIMAnniversary #AIMNews
It's been an incredible journey of research and collaboration. Thank you to everyone who has made this possible. We are very much looking forward to the next years to come!
#AIMAnniversary #AIMNews
Quick look back at an insightful day yesterday at the Bavarian Conference on AI in Medicine, where @paulhager.bsky.social , @luciehuang.bsky.social, Alina Dima, and Vasiliki Sideri-Lampretsa were representing us.
Team, thank you for being such good ambassadors! 👏
#AIMNews #AIinMedicine
Team, thank you for being such good ambassadors! 👏
#AIMNews #AIinMedicine
October 29, 2025 at 12:23 PM
Quick look back at an insightful day yesterday at the Bavarian Conference on AI in Medicine, where @paulhager.bsky.social , @luciehuang.bsky.social, Alina Dima, and Vasiliki Sideri-Lampretsa were representing us.
Team, thank you for being such good ambassadors! 👏
#AIMNews #AIinMedicine
Team, thank you for being such good ambassadors! 👏
#AIMNews #AIinMedicine
Last week we had the pleaure of hosting Paul Kaftan (Institute of Medical System Biology, @uniulm.bsky.social) and Steven Jia (Institut de Neurosciences de la Timone, @univ-amu.fr) for talks on the incredible potential of Implicit Neural Representations (INRs) in medical imaging.
#AIMnews #INRs
#AIMnews #INRs
October 23, 2025 at 3:18 PM
Last week we had the pleaure of hosting Paul Kaftan (Institute of Medical System Biology, @uniulm.bsky.social) and Steven Jia (Institut de Neurosciences de la Timone, @univ-amu.fr) for talks on the incredible potential of Implicit Neural Representations (INRs) in medical imaging.
#AIMnews #INRs
#AIMnews #INRs
Huge and well-deserved congratulations to Dmitrii Usynin on successfully completing his doctoral journey in our lab! 🎊
Dima’s research has resulted in significant contributions to field of trustworthy artificial intelligence in particular for collaborative biomedical image analysis.
Dima’s research has resulted in significant contributions to field of trustworthy artificial intelligence in particular for collaborative biomedical image analysis.
October 17, 2025 at 11:37 AM
Huge and well-deserved congratulations to Dmitrii Usynin on successfully completing his doctoral journey in our lab! 🎊
Dima’s research has resulted in significant contributions to field of trustworthy artificial intelligence in particular for collaborative biomedical image analysis.
Dima’s research has resulted in significant contributions to field of trustworthy artificial intelligence in particular for collaborative biomedical image analysis.
Throwback to 2022! 🕰️ Continuing with our 5th-year anniversary series, we're now revisiting a question we faced at that time: How fast can we reliably see the beating heart in MRI without sacrificing image quality?
#AIMAnniversary #AIMResearch #NeuralImplicitRepresentation #CardiacMRI
#AIMAnniversary #AIMResearch #NeuralImplicitRepresentation #CardiacMRI
October 9, 2025 at 11:35 AM
Throwback to 2022! 🕰️ Continuing with our 5th-year anniversary series, we're now revisiting a question we faced at that time: How fast can we reliably see the beating heart in MRI without sacrificing image quality?
#AIMAnniversary #AIMResearch #NeuralImplicitRepresentation #CardiacMRI
#AIMAnniversary #AIMResearch #NeuralImplicitRepresentation #CardiacMRI
🚀 Towards cardiac MRI foundation models:
Comprehensive visual-tabular representations for whole-heart assessment and beyond.
We introduce ViTa, a multi-view, multi-modal, multi-task model for cardiac MRI.
🧵 1/3
Comprehensive visual-tabular representations for whole-heart assessment and beyond.
We introduce ViTa, a multi-view, multi-modal, multi-task model for cardiac MRI.
🧵 1/3
August 26, 2025 at 3:57 PM
🚀 Towards cardiac MRI foundation models:
Comprehensive visual-tabular representations for whole-heart assessment and beyond.
We introduce ViTa, a multi-view, multi-modal, multi-task model for cardiac MRI.
🧵 1/3
Comprehensive visual-tabular representations for whole-heart assessment and beyond.
We introduce ViTa, a multi-view, multi-modal, multi-task model for cardiac MRI.
🧵 1/3
🔃 We're moving beyond traditional benchmarking for LLMs.
🚩 Meet Dynamic, Automatic & Systematic (DAS) Red-Teaming from Jiazhen Pan and Bailiang Jian together with great collaborators! #AIMresearch
🧵 1/4
🚩 Meet Dynamic, Automatic & Systematic (DAS) Red-Teaming from Jiazhen Pan and Bailiang Jian together with great collaborators! #AIMresearch
🧵 1/4
August 20, 2025 at 12:39 PM
🔃 We're moving beyond traditional benchmarking for LLMs.
🚩 Meet Dynamic, Automatic & Systematic (DAS) Red-Teaming from Jiazhen Pan and Bailiang Jian together with great collaborators! #AIMresearch
🧵 1/4
🚩 Meet Dynamic, Automatic & Systematic (DAS) Red-Teaming from Jiazhen Pan and Bailiang Jian together with great collaborators! #AIMresearch
🧵 1/4
🤔 Ever wondered what a ‘reference brain’ would look like for your own demographic group?
@starcksophie.bsky.social and @siderilampretsa.bsky.social, together with some amazing colleagues, have developed a novel diffusion-based approach for this.
But how does this work?
#AIMresearch
1/3
@starcksophie.bsky.social and @siderilampretsa.bsky.social, together with some amazing colleagues, have developed a novel diffusion-based approach for this.
But how does this work?
#AIMresearch
1/3
August 18, 2025 at 4:26 PM
🤔 Ever wondered what a ‘reference brain’ would look like for your own demographic group?
@starcksophie.bsky.social and @siderilampretsa.bsky.social, together with some amazing colleagues, have developed a novel diffusion-based approach for this.
But how does this work?
#AIMresearch
1/3
@starcksophie.bsky.social and @siderilampretsa.bsky.social, together with some amazing colleagues, have developed a novel diffusion-based approach for this.
But how does this work?
#AIMresearch
1/3
Last week, we had the pleasure of hosting Prof. @clemensdlaska.bsky.social and part of his research team: Nadja Gruber (PhD), Angus Nicolson (PhD), and Riccardo Lunelli. Prof. Dlaska gave a talk on "Digital Cardiology: From Benchmarks to Bedside".
#AIMnews #DigitalCardiology
#AIMnews #DigitalCardiology
August 1, 2025 at 4:37 PM
Last week, we had the pleasure of hosting Prof. @clemensdlaska.bsky.social and part of his research team: Nadja Gruber (PhD), Angus Nicolson (PhD), and Riccardo Lunelli. Prof. Dlaska gave a talk on "Digital Cardiology: From Benchmarks to Bedside".
#AIMnews #DigitalCardiology
#AIMnews #DigitalCardiology
Huge and well-deserved congratulations to Philip Müller on successfully completing his doctoral journey in our lab! 🎊
Philip’s dedication and innovative research have led to significant contributions in localized image-text learning for chest X-rays.
scholar.google.com/citations?us...
Philip’s dedication and innovative research have led to significant contributions in localized image-text learning for chest X-rays.
scholar.google.com/citations?us...
July 29, 2025 at 2:32 PM
Huge and well-deserved congratulations to Philip Müller on successfully completing his doctoral journey in our lab! 🎊
Philip’s dedication and innovative research have led to significant contributions in localized image-text learning for chest X-rays.
scholar.google.com/citations?us...
Philip’s dedication and innovative research have led to significant contributions in localized image-text learning for chest X-rays.
scholar.google.com/citations?us...
As of yesterday, our research team gathered for a 4-day work retreat in Obertraun, Austria. It was a fantastic opportunity to connect through meaningful keynotes, strategy sessions, team-building activities, sports, and even a (legendary!) pub quiz.
#WorkRetreat #StrategySessions #SocialActivities
#WorkRetreat #StrategySessions #SocialActivities
July 23, 2025 at 8:37 PM
As of yesterday, our research team gathered for a 4-day work retreat in Obertraun, Austria. It was a fantastic opportunity to connect through meaningful keynotes, strategy sessions, team-building activities, sports, and even a (legendary!) pub quiz.
#WorkRetreat #StrategySessions #SocialActivities
#WorkRetreat #StrategySessions #SocialActivities
We recently had the privilege of hosting George Kaissis as a guest speaker in our Multimodal Deep Learning lecture at @tum.de. George, currently at Google DeepMind, guided us from the first principles to the state of the art in AI video generation.
#Teaching #MultimodalDeepLearning
#Teaching #MultimodalDeepLearning
July 17, 2025 at 5:48 PM
We recently had the privilege of hosting George Kaissis as a guest speaker in our Multimodal Deep Learning lecture at @tum.de. George, currently at Google DeepMind, guided us from the first principles to the state of the art in AI video generation.
#Teaching #MultimodalDeepLearning
#Teaching #MultimodalDeepLearning
Our PhD students, Alina D. and @luciehuang.bsky.social, are participating in #ICVSS2025. During the poster session, Alina presented her research on parametric shape models of 3D vessels learned from segmentations using differentiable voxelization (arxiv.org/pdf/2507.02576).
July 9, 2025 at 4:07 PM
Our PhD students, Alina D. and @luciehuang.bsky.social, are participating in #ICVSS2025. During the poster session, Alina presented her research on parametric shape models of 3D vessels learned from segmentations using differentiable voxelization (arxiv.org/pdf/2507.02576).
One year ago, @martinmenten.bsky.social established the AI for Vision group at our chair. 🎉
Supported by funding from the Emmy Noether Programme of the @dfg.de and the @munichcenterml.bsky.social , the group has since grown to six researchers!
1/2
Supported by funding from the Emmy Noether Programme of the @dfg.de and the @munichcenterml.bsky.social , the group has since grown to six researchers!
1/2
July 4, 2025 at 9:39 AM
One year ago, @martinmenten.bsky.social established the AI for Vision group at our chair. 🎉
Supported by funding from the Emmy Noether Programme of the @dfg.de and the @munichcenterml.bsky.social , the group has since grown to six researchers!
1/2
Supported by funding from the Emmy Noether Programme of the @dfg.de and the @munichcenterml.bsky.social , the group has since grown to six researchers!
1/2
Groundbreaking ceremony complete for the new Zentrum für Digitale Medizin und Gesundheit (#ZDMG)! This interdisciplinary research center is a major step in further strengthening digital medicine research & developing future clinical approaches @tum.de. 🎉
June 27, 2025 at 11:54 AM
Groundbreaking ceremony complete for the new Zentrum für Digitale Medizin und Gesundheit (#ZDMG)! This interdisciplinary research center is a major step in further strengthening digital medicine research & developing future clinical approaches @tum.de. 🎉
Huge congratulations to Jiazhen on successfully completing his doctoral journey in our lab! 🎉
His work and dedication have resulted in great contributions to cardiac MRI reconstruction for faster and higher-quality imaging.
Good luck on your future endeavors, JZ!
His work and dedication have resulted in great contributions to cardiac MRI reconstruction for faster and higher-quality imaging.
Good luck on your future endeavors, JZ!
June 8, 2025 at 11:42 AM
Huge congratulations to Jiazhen on successfully completing his doctoral journey in our lab! 🎉
His work and dedication have resulted in great contributions to cardiac MRI reconstruction for faster and higher-quality imaging.
Good luck on your future endeavors, JZ!
His work and dedication have resulted in great contributions to cardiac MRI reconstruction for faster and higher-quality imaging.
Good luck on your future endeavors, JZ!
We had the pleasure of hosting Thomas Hadler from Charité - Universitätsmedizin Berlin and Kirsten Maas from @tue.nl in our lab this week. Both gave insightful talks on their research.
May 15, 2025 at 6:53 PM
We had the pleasure of hosting Thomas Hadler from Charité - Universitätsmedizin Berlin and Kirsten Maas from @tue.nl in our lab this week. Both gave insightful talks on their research.
Huge congratulations to Felix Meissen on successfully completing his doctoral journey in our lab! 🎉 His hard work and dedication have paid off and represented contributions to medical pathology detection using weak supervision in Machine Learning. We wish him all the best in his future projects.
May 9, 2025 at 3:27 PM
Huge congratulations to Felix Meissen on successfully completing his doctoral journey in our lab! 🎉 His hard work and dedication have paid off and represented contributions to medical pathology detection using weak supervision in Machine Learning. We wish him all the best in his future projects.
#ICLR 2025 has concluded, and here is a brief recap of our PhD students' presentations. Alexander Berger and Laurin Lux presented their work on topology-preserving image segmentation, while Johannes Kaiser discussed his work on data attribution.
For details, check out our previous two posts.
For details, check out our previous two posts.
April 28, 2025 at 9:28 PM
#ICLR 2025 has concluded, and here is a brief recap of our PhD students' presentations. Alexander Berger and Laurin Lux presented their work on topology-preserving image segmentation, while Johannes Kaiser discussed his work on data attribution.
For details, check out our previous two posts.
For details, check out our previous two posts.
Data attribution is crucial for debugging models and detecting low quality data (spotting mislabeled samples, bias etc.).
But many methods aren't mathematically sound and don’t scale.
But how could we improve this for large models?
1/n
But many methods aren't mathematically sound and don’t scale.
But how could we improve this for large models?
1/n
April 20, 2025 at 8:49 AM
Data attribution is crucial for debugging models and detecting low quality data (spotting mislabeled samples, bias etc.).
But many methods aren't mathematically sound and don’t scale.
But how could we improve this for large models?
1/n
But many methods aren't mathematically sound and don’t scale.
But how could we improve this for large models?
1/n
Topological accuracy in image segmentation is crucial for many tasks - such as blood flow or functional brain analysis. Yet, most models disregard this structural integrity during training, leading to potential inaccuracies in critical analyses.
But how could we address this issue?
1/n
But how could we address this issue?
1/n
April 16, 2025 at 1:25 PM
Topological accuracy in image segmentation is crucial for many tasks - such as blood flow or functional brain analysis. Yet, most models disregard this structural integrity during training, leading to potential inaccuracies in critical analyses.
But how could we address this issue?
1/n
But how could we address this issue?
1/n
If you're interested in the topic, make sure to follow some of our speakers here on BlueSky: @metricsemma.bsky.social , @bernhardkainz.bsky.social , @t-sanchez.bsky.social , @upf.edu
March 21, 2025 at 11:43 AM
If you're interested in the topic, make sure to follow some of our speakers here on BlueSky: @metricsemma.bsky.social , @bernhardkainz.bsky.social , @t-sanchez.bsky.social , @upf.edu
Last week, we had the pleasure of hosting the MultiFact Symposium on AI and MRI for Fetal Brain Development at our institute in Munich! 🧠
A fantastic gathering of experts sharing the latest advances in the field. Thanks to all who joined!
A fantastic gathering of experts sharing the latest advances in the field. Thanks to all who joined!
March 21, 2025 at 11:40 AM
Last week, we had the pleasure of hosting the MultiFact Symposium on AI and MRI for Fetal Brain Development at our institute in Munich! 🧠
A fantastic gathering of experts sharing the latest advances in the field. Thanks to all who joined!
A fantastic gathering of experts sharing the latest advances in the field. Thanks to all who joined!
Huge congratulations to our two PhD students, Tamara Müller and @zilleralex.bsky.social , on completing their doctoral journeys! Your hard work and dedication have paid off. Wishing you both all the best for your future endeavors!
March 12, 2025 at 5:08 PM
Huge congratulations to our two PhD students, Tamara Müller and @zilleralex.bsky.social , on completing their doctoral journeys! Your hard work and dedication have paid off. Wishing you both all the best for your future endeavors!