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
We are wrapping up our 5th-year anniversary paper series with ViTa by Yundi Zhang et al. (www.sciencedirect.com/science/arti...), a work that adresses: How to realize personalized cardiac healthcare that moves beyond a single task?
#AIMResearch #AIMAnniversary #MultiModalLearning #CardiacMRI
#AIMResearch #AIMAnniversary #MultiModalLearning #CardiacMRI
Towards cardiac MRI foundation models: Comprehensive visual-tabular representations for whole-heart assessment and beyond
Cardiac magnetic resonance (CMR) imaging is the gold standard for non-invasive cardiac assessment, offering rich spatio-temporal views of the heart’s …
www.sciencedirect.com
October 29, 2025 at 12:19 PM
We are wrapping up our 5th-year anniversary paper series with ViTa by Yundi Zhang et al. (www.sciencedirect.com/science/arti...), a work that adresses: How to realize personalized cardiac healthcare that moves beyond a single task?
#AIMResearch #AIMAnniversary #MultiModalLearning #CardiacMRI
#AIMResearch #AIMAnniversary #MultiModalLearning #CardiacMRI
Is it safe to use LLMs in the clinic today? This is the central question that @paulhager.bsky.social and Friederike Jungmann tackled in their 2024 study published in #NatureMedicine, which is our 5th-year anniversary's highlight paper this week.
#AIMAnniversary #AIMResearch #LLM #Benchmark
#AIMAnniversary #AIMResearch #LLM #Benchmark
October 27, 2025 at 8:18 AM
Is it safe to use LLMs in the clinic today? This is the central question that @paulhager.bsky.social and Friederike Jungmann tackled in their 2024 study published in #NatureMedicine, which is our 5th-year anniversary's highlight paper this week.
#AIMAnniversary #AIMResearch #LLM #Benchmark
#AIMAnniversary #AIMResearch #LLM #Benchmark
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
We are thrilled to announce that Dr. Sevgi Gokce Kafali has been awarded the prestigious Alexander von Humboldt Postdoctoral Fellowship! 🎉 During her fellowship, she will focus on the "Assessment of Cardiac Health through Opportunistic Screening using MRI."
Our warmest congratulations!
#AIMNews
Our warmest congratulations!
#AIMNews
October 6, 2025 at 6:57 PM
We are thrilled to announce that Dr. Sevgi Gokce Kafali has been awarded the prestigious Alexander von Humboldt Postdoctoral Fellowship! 🎉 During her fellowship, she will focus on the "Assessment of Cardiac Health through Opportunistic Screening using MRI."
Our warmest congratulations!
#AIMNews
Our warmest congratulations!
#AIMNews
As our lab's 5th anniversary approaches 🥳, we're kicking off a month-long series of posts highlighting standout papers from our past five years at @tum.de. Join us as we revisit the incredible work that has shaped our journey!
#AIMAnniversary #AIMResearch
#AIMAnniversary #AIMResearch
October 2, 2025 at 11:49 AM
As our lab's 5th anniversary approaches 🥳, we're kicking off a month-long series of posts highlighting standout papers from our past five years at @tum.de. Join us as we revisit the incredible work that has shaped our journey!
#AIMAnniversary #AIMResearch
#AIMAnniversary #AIMResearch
Reposted by TUM AI in Medicine Lab
Submit to our @euripsconf.bsky.social workshop :
MedEurIPS - Medical Imaging meets EurIPS
sites.google.com/view/medeurips
@aasaferagen.bsky.social
@benglocker.bsky.social @bernhardkainz.bsky.social
@danielrueckert.bsky.social
Ender Konukoglu
@stsaftaris.bsky.social
MedEurIPS - Medical Imaging meets EurIPS
sites.google.com/view/medeurips
@aasaferagen.bsky.social
@benglocker.bsky.social @bernhardkainz.bsky.social
@danielrueckert.bsky.social
Ender Konukoglu
@stsaftaris.bsky.social
MedEurIPS
HOME
sites.google.com
October 1, 2025 at 1:57 PM
Submit to our @euripsconf.bsky.social workshop :
MedEurIPS - Medical Imaging meets EurIPS
sites.google.com/view/medeurips
@aasaferagen.bsky.social
@benglocker.bsky.social @bernhardkainz.bsky.social
@danielrueckert.bsky.social
Ender Konukoglu
@stsaftaris.bsky.social
MedEurIPS - Medical Imaging meets EurIPS
sites.google.com/view/medeurips
@aasaferagen.bsky.social
@benglocker.bsky.social @bernhardkainz.bsky.social
@danielrueckert.bsky.social
Ender Konukoglu
@stsaftaris.bsky.social
The annual conference of the @miccaisociety.bsky.social is in 3 days! 🗓️
Our lab is excited to present 8 papers exploring advancements in AI for medical imaging 🧠🩻
Stop by our posters & presentations to learn more! ➡️ conferences.miccai.org/2025/
Overview of our papers in the thread below 🧵⤵️
Our lab is excited to present 8 papers exploring advancements in AI for medical imaging 🧠🩻
Stop by our posters & presentations to learn more! ➡️ conferences.miccai.org/2025/
Overview of our papers in the thread below 🧵⤵️
MICCAI 2025 - 28. International Conference On Medical Image Computing & Computer Assisted Intervention
MICCAI 2025, the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, will be held from September 23rd to 27th 2025 in Daejeon/Republic of Korea.
conferences.miccai.org
September 19, 2025 at 1:36 PM
The annual conference of the @miccaisociety.bsky.social is in 3 days! 🗓️
Our lab is excited to present 8 papers exploring advancements in AI for medical imaging 🧠🩻
Stop by our posters & presentations to learn more! ➡️ conferences.miccai.org/2025/
Overview of our papers in the thread below 🧵⤵️
Our lab is excited to present 8 papers exploring advancements in AI for medical imaging 🧠🩻
Stop by our posters & presentations to learn more! ➡️ conferences.miccai.org/2025/
Overview of our papers in the thread below 🧵⤵️
🩻 Are you a student at @tum.de and interested in AI and medicine?
Make sure to check out our courses for the upcoming winter semester!
Practical: Applied Deep Learning in Medicine (IN2106, IN4314)
Lecture: Artificial Intelligence in Medicine (IN2403)
...
Make sure to check out our courses for the upcoming winter semester!
Practical: Applied Deep Learning in Medicine (IN2106, IN4314)
Lecture: Artificial Intelligence in Medicine (IN2403)
...
September 10, 2025 at 2:27 PM
🩻 Are you a student at @tum.de and interested in AI and medicine?
Make sure to check out our courses for the upcoming winter semester!
Practical: Applied Deep Learning in Medicine (IN2106, IN4314)
Lecture: Artificial Intelligence in Medicine (IN2403)
...
Make sure to check out our courses for the upcoming winter semester!
Practical: Applied Deep Learning in Medicine (IN2106, IN4314)
Lecture: Artificial Intelligence in Medicine (IN2403)
...
🚀 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
Reposted by TUM AI in Medicine Lab
I am happy to announce that I have started a postdoc position at @aim-lab.bsky.social and @munichcenterml.bsky.social, Technical University of Munich under the supervision of @danielrueckert.bsky.social. Looking forward to this new chapter 🥨🎓
August 4, 2025 at 1:52 PM
I am happy to announce that I have started a postdoc position at @aim-lab.bsky.social and @munichcenterml.bsky.social, Technical University of Munich under the supervision of @danielrueckert.bsky.social. Looking forward to this new chapter 🥨🎓
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...
Reposted by TUM AI in Medicine Lab
As part of Daniel Rückert's team, our #PhDcandidate Vasiliki Sideri-Lampretsa uses #AI and high-performance #computing to analyze MRI & CT scans, tracking lung movement and detecting #diseasepatterns: go.tum.de/395577
#clinicalpractice
📷A.Eckert
#clinicalpractice
📷A.Eckert
July 25, 2025 at 9:33 AM
As part of Daniel Rückert's team, our #PhDcandidate Vasiliki Sideri-Lampretsa uses #AI and high-performance #computing to analyze MRI & CT scans, tracking lung movement and detecting #diseasepatterns: go.tum.de/395577
#clinicalpractice
📷A.Eckert
#clinicalpractice
📷A.Eckert
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. 🎉
