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Daniel C. Baumgart@colitiscrohn
8 Oct 2021
Neue #Biologika und Small-Molecules zur #Behandlung von Morbus #Crohn und #Colitis ulcerosa #IBD #CED #JAK #Gastroenterologie #Therapie #Antikörper #Medizin #Gesundheit #Forschung #ForschungsFreitag #Biologic #Wissenschaft
NEJM
@NEJM
6 Oct 2021
This review of newer treatments reflects our understanding of the complex pathogenesis of IBD, with a focus on clinical and endoscopic remission and precise molecular targeting. nej.md/3kPo4Gx
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Daniel C. Baumgart@colitiscrohn
Aug 12
🙏 for highlighting our work @TheLancet ! 🙇‍♂️ @TinglongDai @KathyMcDonald @UAlberta @NSERC_CRSNG @CIHR_IRSC @JohnsHopkins @JHUCarey @HopkinsMedicine @JHUNursing @JHU_HBHI
The Lancet
@TheLancet
Aug 9
"...the most powerful argument for health AI is not cost savings or diagnostic speed; it is workforce survival."

Viewpoint—Global advances in health artificial intelligence: a workforce imperative spkl.io/60157M1bf
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Daniel C. Baumgart@colitiscrohn
Aug 11
Is @BillGates right? He predicted #AI will replace many doctors within a decade — that humans “won’t be needed for most things.” @TinglongDai, @KathyMcDonald, (@JohnsHopkins University) and I argue the opposite in @TheLancet 🔗 doi.org/10.1016/S0140-… #digital #health #medicine
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Daniel C. Baumgart@colitiscrohn
14 Aug 2025
🚀Four #European #Crohn's and #Colitis #Organisation (#ECCO) scientific workshop papers map how #AI is #reshaping #IBD. Teamwork from 🇬🇧 🇮🇹 🇩🇪 🇨🇭 🇧🇪 🇮🇱 🇩🇰 🇹🇷 🇮🇪 🇪🇸 🇨🇦:🔗doi.org/10.1093/ecco-j… 🔗doi.org/10.1093/ecco-j… 🔗doi.org/10.1093/ecco-j… 🔗doi.org/10.1093/ecco-j…
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Daniel C. Baumgart@colitiscrohn
3 Jun 2025
💡@NaturePortfolio #Domain #Specific #NLP #Rivals 70 Billion Parameter #LLM #Giants in #Clinical #AI. Our custom 110M-parameter transformer finetuned on #IBD textbooks & guidelines (#AGA #ACG #ECCO) achieved near or better than state-of-the-art performance nature.com/articles/s4174…
In our latest research, we set out to accurately classify Crohn’s disease (CD) in radiology reports using natural language processing (NLP). Meet IBDBERT — our custom 110M-parameter transformer model finetuned on inflammatory bowel disease-specific textbooks and clinical guidelines (American Gastroenterological Association (AGA), American College of Gastroenterology, ECCO European Crohn' and Colitis Organisation). Despite being 600x smaller than today’s behemoths like Meta’s LLaMA 3.3-70B or DeepSeek-R1, IBDBERT achieved near or better than state-of-the-art performance. The takeaway? Bigger isn’t always better. Domain-specific, efficient models can match or outperform billion-parameter LLMs—especially in specialized clinical settings. Lightweight models like IBDBERT are well-suited for mobile or resource-limited settings, offering practical and scalable solutions without compromising accuracy, privacy, and energy efficiency.
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Daniel C. Baumgart@colitiscrohn
22 Apr 2025
🚨@NaturePortfolio #Digital #Medicine🚨: 🇩🇪🇪🇺Drive‍ Innovation in #Digital #Health + #AI. In an editorial with Dr. @jkvedar @Harvard we highlight how #collaborative #health #data #sharing & #AI transform the way we #care for people: nature.com/articles/s4174…
We're entering a new era of healthcare—one driven by collaborative health data and the transformative power of AI. Germany and Europe are emerging as trailblazers in this shift, setting the pace for global progress in Digital Health and AI pioneering health data sharing at scale through: 📌Germany's Health Data Lab 📌Germany's Medical Informatics Initiative 📌Germany’s Learning Systems Platform for Artificial Intelligence 📌Germany’s AI Centers of Excellence Network 📌Germany’s National AI Observatory 📌Germany’s new  Federal Ministry of Research, Digital Transformation, Technology, and Aerospace 📌The European Union's  European Health Data Space (EHDS) 📌The European High Performance Computing Joint Undertaking with AI Gigafactories 🧠 The vision? A learning health system powered by population-scale data, federated access, and trustworthy AI to: ✅ Advance precision health ✅ Empower patients and researchers across borders ✅ Improve public health outcomes ✅ Respect privacy through GDP
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Daniel C. Baumgart@colitiscrohn
16 Apr 2025
Our #AI enabled #network #medicine study analyzing 30334 #Crohn's & #ulcerative #colitis patients uncovered unknown communities, relationships + temporal patterns - #diseasome & #interactome appears with @NaturePortfolio: nature.com/articles/s4174… #GITWitter #MondayNightIBD #IBD
This work demonstrates what can be accomplished with collaborative health data sharing. We uncovered unknown communities, relationships and temporal patterns— the diseasome and interactome. We ... ➡️ identified distinct disease clusters ➡️ mapped #interconnections between EIM and #AID ➡️ created the first interactive, disease map for IBD-related conditions 💡Key insights 📌Mental health and musculoskeletal disorders are the most common EIM/AID in IBD 📌CD patients face higher risks of genitourinary, dermatological, and respiratory conditions 📌UC is more often associated with digestive, endocrine, and thromboembolic complications 📌Network analysis revealed stable, non-random disease clusters, aiding in more personalized and predictive #care 📊 Why this matters These findings underscore the multisystemic impact of IBD, moving beyond traditional gut-focused treatment to a precision medicine approach.
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Daniel C. Baumgart@colitiscrohn
3 Apr 2025
The question is not if we need this transformation—but how boldly we are willing to pursue it. #DigitalHealth #Innovation #Transformation #Healthcare #Medicine #Future #AI #National #Security #Infrastructure #Special #Assets #Networking digitalforum-gesundheit.de/programm-2025/…
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Daniel C. Baumgart@colitiscrohn
3 Apr 2025
👨‍🏫🏃🥇#Learn. #Catch up. #Lead. Other nations took this path decades ago. Instead of reinventing the wheel, we should build on #proven #concepts, rapidly close the gap, and then actively shape the ##future of medicine and #healthcare #innovation. digitalforum-gesundheit.de/programm-2025/…
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Daniel C. Baumgart@colitiscrohn
3 Apr 2025
🖊️🚀🛡️Coordinated #digitalization can drive this transformation. A #resilient #healthcare system is not just about efficiency—it is a #critical component of national security and crisis preparedness. Now is the time for new digitally connected care models digitalforum-gesundheit.de/programm-2025/…
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Daniel C. Baumgart@colitiscrohn
3 Apr 2025
💶🏥👩‍⚕️Investing in #infrastructure and #workforce development is essential. However, #recruiting and retaining #healthcare #professionals will only succeed if digital solutions reshape daily workflows to allow for meaningful and #empathetic #patient care. digitalforum-gesundheit.de/programm-2025/…
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Daniel C. Baumgart@colitiscrohn
3 Apr 2025
⚕️🤖 Digital Transformation: The Key to a Future-Proof Healthcare System. Today, I have the honor of speaking at the #DigitalForum #Healthcare in Berlin on one of the most pressing topics of our time: the digital transformation of #medicine and healthcare.
digitalforum-gesundheit.de/programm-2025/…
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Daniel C. Baumgart@colitiscrohn
14 Mar 2025
🇨🇦🤝🇪🇺🤝🇩🇪🤝🇺🇸 #united for 🌐 #health️ 🩺 #digital innovation & #AI 🤖, advancing #technology to improve #healthcare, #research, + #prosperity. A vision for decision makers in #healthcare 🏥, #academia 🎓, #government👩‍⚖️, and #industry 🏭in the #Lancet: thelancet.com/journals/lance…
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Daniel C. Baumgart@colitiscrohn
12 Mar 2025
New cross-validated molecular #machine #learning 🤖derived #classifier predicts mucosal #inflammation in #ulcerative #colitis based on Mayo endoscopic subscore (AUC 0.85) new research👩‍🔬🧬🔬from @UAlberta 🇨🇦🌲@NaturePortfolio shows: doi.org/10.1038/s41598… #IBD #AI #GITwitter #gut
Novel artificial intelligence derived molecular biomarker for ulcerative colitis based on Innate immunity (e.g. complement factor B (CFB); inflammasome genes (ZBP1 and PIM2); calprotectin (S100A8 and S100A9), inflammation-, injury-, and innate immunity-associated pathways.
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Daniel C. Baumgart@colitiscrohn
4 Mar 2025
At @HIMSS: #robots 🤖 interacting w/🤒🧒👧-#humanity + #technology coexist + synergistically advance #health + 🩺#care 🏥. An inspiring success story from 🇰🇷 #HIMSS25 #DigitalHealth #AI #Medicine #eHealth @NaturePortfolio @npjDigitalMed #AI #Transformation #Interoperability
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Daniel C. Baumgart@colitiscrohn
4 Mar 2025
This year’s @HIMSS🇺🇸has officially started. Future #healthcare is a #collaborative journey where #technology + #humanity coexist, South Korea’s🇰🇷Seung Woo Park 👨🏻‍🏫 & Meong Hi Son 👩🏻‍🏫 explain: cdn.filestackcontent.com/ttOQnZUyS7OIA5… #HIMSS25 @npjDigitalMed @NaturePortfolio #DigitalHealth #AI
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Daniel C. Baumgart retweeted
npj Digital Medicine
@npjDigitalMed
4 Mar 2025
Our Deputy Editor, Daniel Baumgart, is representing us at #HIMSS this year! Follow along for insights into the latest trends in healthcare, information, and technology.
Daniel C. Baumgart@colitiscrohn
3 Mar 2025
Attending @HIMSS 🇺🇸 #Global #Healthcare #Information & #Management Systems Society #Conference: 🩺🏥🤖🖥️ - the latest in #health #information #technology. #HIMSS25 #HealthIT #HealthcareInnovation #eHealth #DigitalHealth #Digitalisierung #AI #KI 🇩🇪🇪🇺🇨🇦👨🏼‍💻
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Daniel C. Baumgart@colitiscrohn
3 Mar 2025
Attending @HIMSS 🇺🇸 #Global #Healthcare #Information & #Management Systems Society #Conference: 🩺🏥🤖🖥️ - the latest in #health #information #technology. #HIMSS25 #HealthIT #HealthcareInnovation #eHealth #DigitalHealth #Digitalisierung #AI #KI 🇩🇪🇪🇺🇨🇦👨🏼‍💻
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Daniel C. Baumgart@colitiscrohn
5 Sep 2024
Effectiveness of #ustekinumab in #Crohn’s #disease (#mucosal #healing, fistulas, extraintestinal manifestations & quality of life) was better than in the registration trial program a new national prospective clinical practice study shows @NaturePortfolio: nature.com/articles/s4159…
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Daniel C. Baumgart@colitiscrohn
14 May 2024
Have you met IBDBERT an #AI #IBD #LLM trained on @AmerGastroAssn @AmCollegeGastro @Y_ECCO_IBD knowledge? Curious what networks and clusters #AI discovered in >30.000 IBD #patients? Find out at #DDW2024 🇺🇸
Sa2032: eppro02.ativ.me/appinfo.php?pa…
Sa1825: eppro02.ativ.me/appinfo.php?pa… #GITwitter
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Daniel C. Baumgart@colitiscrohn
9 May 2024
Welcome Class of 2024 to our🌐"From Data to Decision - Digital Transformation + #Artificial #Intelligence from Data Value Chain to Human Value" #multidisciplinary #Collaborative #Research & #Training #Experience (@NSERC_CRSNG CREATE) bootcamp👩‍🎓👨‍🎓👩‍🏫👨‍🏫🌲🇨🇦 digital-health.ai
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