Fiona Kolbinger
@fionakolbinger
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Research Assistant Professor @PurdueBME. Surgical clinician scientist @Medizin_TUD, @nct_ucc_dd and @EKFZdigital. Also rides bikes, mostly here for science.
West Lafayette, IN
Joined July 2021
RT @PurdueBME: 🎉 Congrats to @fionakolbinger of Purdue BME on being named to @Forbes 30 Under 30 Science 2025! Her groundbreaking AI tools….
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Exciting opportunity to get early access to a new multicentric dataset of laparoscopic appendectomies and tackle a new use case in surgical data science. Looking forward to co-hosting this challenge on decentralized learning in surgical video analysis at @MICCAI_Society 2024!.
Deadline Approaching! ⌚️Don't miss out on the #Challenge #FedSurg with @endo_vis & @MICCAI_Society!🏥🧑🔬🩺.Classify inflammation levels in #appendectomies using #FederatedLearning. Register by Aug. 20 and hand in your submission by Sep. 9. to win the🏆!.See you in #Marrakesh!🇲🇦🧵
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RT @HHorinouchi: 🌟Happening NOW #ASCOBT24 Day2⃣.🔥Fighting Cancer with Robots and Lasers.🎯Automated Segmentation for Imaging and Education.….
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RT @AISChannel: 🌟 Save the date! JUN 28 - FREE webinar "AI in Residency Training" with @Laparoscopes @fionakolbinger @dstefanidis1 @julian….
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RT @CommsMedicine: ⭐️ NEW RESEARCH @CommsMedicine – Kolbinger, Veldhuizen et al. systematically review reporting guidelines for #AI methods….
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RT @KIReports: Exercise-Induced #FluidRetention, Cardiac Volume Overload and #PeripheralEdema in Ultra-Distance #Cyclists. #VisualAbstract….
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Training early detection of surgical complications through case-based serious gaming 🔍.Check out our new paper @JMIRSeriousGame by the amazing @SophieCaro821 👩🎓 et al.: @Medizin_TUD @tudresden_de .#SurgicalEducation #SeriousGaming.
games.jmir.org
Background: The potential risk and subsequent impact of serious complications after pancreatic and colorectal surgery can be significantly reduced through early recognition, correct assessment, and...
JMIR Serious Games: Case-Based Serious Gaming for Complication Management in Colorectal and Pancreatic Surgery: Prospective Observational Study
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RT @IJSurgery: In this study, @fionakolbinger et al. compare the pancreas segmentation performance of algorithms to human participants, con….
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RT @AKronbichler: If you are curious about extreme cycling, this is a must read. Thanks to an amazing team - proud to call them close frien….
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RT @CommsMedicine: 💬 NEW PERSPECTIVE @CommsMedicine - Clusmann et al. outline the potential future landscape of large language models in me….
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Wonderful teamwork with @SpeidelStefanie @s_bodenstedt @StefanLeger @JenkeAlexander @TactileInternet and medical students Matthias Carstens & Franziska Rinner 🧠.
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New paper @IJSurgery: 🖊️ Evaluation of organ segmentation models in laparoscopy.⏱️ Near-real-time operation.💡 CNNs are faster, Transformers more robust.🧠 Best-performing models perform on par with expert surgeons. @Medizin_TUD @NCT_UCC_DD @EKFZdigital
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RT @NCT_UCC_DD: Computer erkennt Organe im Bauchraum auf Expertenniveau wie eine Studie von Forschenden von #NCTUCC @Medizin_TUD @TactileIn….
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RT @aminmadaniMD: IT’S HERE! Our Safe Cholecystectomy Mobile Game App 🤩. ✅Looking for a fun surgery game to play on your phone between cas….
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Thank you to all my past and present mentors and colleagues that have helped my passion for translational and interdisciplinary research grow over the years and that have made this step possible.
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I am hiring undergrads, PhD students & postdocs with (bio-)medical, engineering and computer science backgrounds 🧑🎓 Reach out if you are enthusiastic about medical image analysis, decentralized AI & interdisciplinary research.@PurdueCS @PurdueEngineers @PurdueECE @Research_Purdue.
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This fall, I will be joining Purdue University as a Research Assistant Professor in Biomedical Engineering 🚂.My team will work on the development and clinical translation of AI models for surgical decision support and complication risk stratification.@LifeAtPurdue @PurdueBME
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RT @it_funke: Are you working on surgical phase recognition? .Our report on evaluation metrics for phase recognition could be interesting f….
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RT @nithyabhasker: Preoperative AI-based assessment of surgical outcomes enables individualised risk-informed surgical planning and improve….
nature.com
Scientific Reports - Prediction of clinically relevant postoperative pancreatic fistula using radiomic features and preoperative data
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RT @nithyabhasker: In this work, we propose a preoperative risk signature based on CT scans and clinical data for the prediction of clinica….
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