Guang Yang (@gyangmedia) 's Twitter Profile
Guang Yang

@gyangmedia

Life-time #Learner, Teacher, #Researcher, Group #Leader, #Inventor, #PI, #UKRI Future Leaders #Fellow and Senior Lecturer @imperialcollege
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ID: 1028590807299829761

linkhttps://www.imperial.ac.uk/people/g.yang calendar_today12-08-2018 10:35:33

436 Tweet

486 Followers

89 Following

Guang Yang (@gyangmedia) 's Twitter Profile Photo

🌟 Exciting Opportunity for Chinese Students! 🌟 Visit our group page: yanglab.fyi for possible research directions, or contact me directly to discuss. #PhDscholarship #ChinaScholarshipCouncil #ImperialCollegeLondon #CSCImperialScholarship imperial.ac.uk/study/fees-and…

🌟 Exciting Opportunity for Chinese Students! 🌟

Visit our group page: yanglab.fyi for possible research directions, or contact me directly to discuss.

#PhDscholarship #ChinaScholarshipCouncil #ImperialCollegeLondon #CSCImperialScholarship

imperial.ac.uk/study/fees-and…
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🎉 Huge congratulations to Xiaodan Xing once again on publishing our latest research in the #Neurocomputing journal! 📚 🔗 Dive into the full paper: sciencedirect.com/science/articl… #Immunofluorescence #Brightfield #DiffusionModels #CellBiology #DrugDevelopment #GenerativeModels 🚀👏

🎉 Huge congratulations to Xiaodan Xing once again on publishing our latest research in the #Neurocomputing journal! 📚

🔗 Dive into the full paper: sciencedirect.com/science/articl…

#Immunofluorescence #Brightfield #DiffusionModels #CellBiology #DrugDevelopment #GenerativeModels 🚀👏
Guang Yang (@gyangmedia) 's Twitter Profile Photo

Recently turned down industry offers—big salaries💰—because nothing beats seeing my students succeed 🎓📚. Proud of them, and they’re already surpassing me at their stage 👏🌟. Remember: You’re exactly where you need to be. No rush—be happy 😊, and you’ll hit that buzzer! 🎯🚀

Recently turned down industry offers—big salaries💰—because nothing beats seeing my students succeed 🎓📚.

Proud of them, and they’re already surpassing me at their stage 👏🌟.

Remember: You’re exactly where you need to be. No rush—be happy 😊, and you’ll hit that buzzer! 🎯🚀
Guang Yang (@gyangmedia) 's Twitter Profile Photo

#AIAutophagy: When AI feeds on its outputs, risks like #GenerativeAI model collapse & diversity loss emerge. 🔍 Key Insights: ✅ Silent contamination of datasets 🕵️ Harder to spot synthetic vs real data 🔒 Policies lag in #transparency & #ethics 🔗 Read: lnkd.in/eH2-6WSN

#AIAutophagy: When AI feeds on its outputs, risks like #GenerativeAI model collapse & diversity loss emerge.

🔍 Key Insights:
✅ Silent contamination of datasets
🕵️ Harder to spot synthetic vs real data
🔒 Policies lag in #transparency & #ethics
🔗 Read: lnkd.in/eH2-6WSN
Guang Yang (@gyangmedia) 's Twitter Profile Photo

Big congrats to Dr Michael Tänzer, who has just defended his #PhD! #ArtificialIntelligence enabled highly efficient #DiffusionTensor #Cardiac #MagneticResonance Worked with Daniel Rueckert, Sonia Nielles-Vallespin, and myself. lnkd.in/eDf6QtNc

Big congrats to Dr Michael Tänzer, who has just defended his #PhD!

#ArtificialIntelligence enabled highly efficient #DiffusionTensor #Cardiac #MagneticResonance

Worked with <a href="/DanielRueckert/">Daniel Rueckert</a>, Sonia Nielles-Vallespin, and myself.

lnkd.in/eDf6QtNc
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🫀Our latest work, Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in #echocardiography, is now published in #MedicalImageAnalysis journal. 📄 Read the full paper here: lnkd.in/eNi_6CPP #ExplainableAI #NLP

🫀Our latest work, Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in #echocardiography, is now published in #MedicalImageAnalysis journal.

📄 Read the full paper here:
lnkd.in/eNi_6CPP

#ExplainableAI #NLP
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🧠 Excited to share our new #paper on #MedicalImageRetrieval! We propose ACIR, a novel framework that tackles #OOD detection & enhances content-based ranking. 🚀 Achieved SOTA results with improved mAP (5.6–38.9%)! 📄 Read it here: doi.org/10.1016/j.medi… #AIinHealthcare

🧠 Excited to share our new #paper on #MedicalImageRetrieval! We propose ACIR, a novel framework that tackles #OOD detection &amp; enhances content-based ranking. 

🚀 Achieved SOTA results with improved mAP (5.6–38.9%)! 

📄 Read it here: doi.org/10.1016/j.medi… 

#AIinHealthcare
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🚨 ISBI 2026 is coming to London! 🇬🇧🗓️ Join us April 8-11 for cutting-edge tech innovations in biomedical imaging! 🔬✨ Save the date – see you in London! 🧠 biomedicalimaging.org/2026/welcome/ #ISBI2026 #BiomedicalImaging #TechInnovation #London2026

🚨 ISBI 2026 is coming to London! 🇬🇧🗓️ 

Join us April 8-11 for cutting-edge tech innovations in biomedical imaging! 🔬✨ 

Save the date – see you in London! 🧠

biomedicalimaging.org/2026/welcome/

#ISBI2026 #BiomedicalImaging #TechInnovation #London2026
Guang Yang (@gyangmedia) 's Twitter Profile Photo

AI framework removes lung opacities in CXR images, boosting segmentation & classification accuracy! 🩻 ✨ With adaptive masks & cross-domain alignment. #AI #Healthcare #deeplearningbox Read our paper here: doi.org/10.1016/j.patr…

AI framework removes lung opacities in CXR images, boosting segmentation &amp; classification accuracy! 🩻

✨ With adaptive masks &amp; cross-domain alignment. #AI #Healthcare #deeplearningbox 

Read our paper here: doi.org/10.1016/j.patr…
Guang Yang (@gyangmedia) 's Twitter Profile Photo

The greatest joy of being an advisor? When my student shines, I just stand by and reflect the light ✨😎 Super proud of my student Fanwen Wang, Jiahao Huang, Yinzhe Wu and others for winning 2nd Place 🥈 in the #ISBI2025 Best Poster Award! #BestPosterAward #StudentRocks

The greatest joy of being an advisor?
When my student shines, I just stand by and reflect the light ✨😎

Super proud of my student Fanwen Wang, Jiahao Huang, Yinzhe Wu and others for winning 2nd Place 🥈 in the #ISBI2025 Best Poster Award!

 #BestPosterAward #StudentRocks
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🤔 How Can AI Address the Challenges of Multi-scenario Fast MRI with One Model? 🤔 🔗 Read the full paper here: lnkd.in/dUXNTNaZ #AIinHealthcare #MedicalImaging #DeepLearning #AI #SyntheticData #Physics #FastMRI #ImageReconstruction

🤔 How Can AI Address the Challenges of Multi-scenario Fast MRI with One Model? 🤔
 
🔗 Read the full paper here: lnkd.in/dUXNTNaZ
 
#AIinHealthcare #MedicalImaging #DeepLearning #AI #SyntheticData #Physics #FastMRI #ImageReconstruction
Guang Yang (@gyangmedia) 's Twitter Profile Photo

#WellcomeLeap #DynamicResilience #meeting in #Singapore! 👏 Amidst chaos, we are fortunate to have this research platform. Thanks to Lynne Cox, Eva Ramos-Fernández and Alessandro Chioino! 👍

#WellcomeLeap #DynamicResilience #meeting in #Singapore! 👏 

Amidst chaos, we are fortunate to have this research platform.

Thanks to Lynne Cox, Eva Ramos-Fernández and Alessandro Chioino! 👍
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🚀 Thrilled to share our new paper on forecasting #IPF progression via follow-up CT generation! 🫁🖼️ We propose a lung structure & function–guided residual #diffusionmodels 🤖✨—with 2.5D #synthesis, structural attention, and #CLIP-based guidance! 📊🧬 📄lnkd.in/ek_Cx42t

🚀 Thrilled to share our new paper on forecasting #IPF progression via follow-up CT generation! 🫁🖼️

We propose a lung structure &amp; function–guided residual #diffusionmodels 🤖✨—with 2.5D #synthesis, structural attention, and #CLIP-based guidance! 📊🧬

📄lnkd.in/ek_Cx42t
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🚨 New paper! We benchmarked 9 LVLMs (GPT-4o, Gemini, Huatuo-34B...) on clinical reasoning & safety. 🧪 RadVUQA benchmark 🧠 Hallucination & robustness analysis 📂 Code + data: github.com/Nandayang/RadV… 📄 Paper: ieeexplore.ieee.org/document/10976… #AI #LVLM #MedAI #GPT4o #AIForHealth #VQA

🚨 New paper!

We benchmarked 9 LVLMs (GPT-4o, Gemini, Huatuo-34B...) on clinical reasoning &amp; safety.

🧪 RadVUQA benchmark
🧠 Hallucination &amp; robustness analysis
📂 Code + data: github.com/Nandayang/RadV…
📄 Paper: ieeexplore.ieee.org/document/10976…

#AI #LVLM #MedAI #GPT4o #AIForHealth #VQA
Guang Yang (@gyangmedia) 's Twitter Profile Photo

🚀 Breaking barriers in fast dynamic MRI with DeepSSL Our physics-informed, separable learning approach boosts training data ~200× 📈 & excels with 75% less data Revolutionizing #MRI with less data, more power💡🧠 🔗 lnkd.in/ePt-36XH #FastMRI #DeepLearning #MedicalImage

🚀 Breaking barriers in fast dynamic MRI with DeepSSL

Our physics-informed, separable learning approach boosts training data ~200× 📈 &amp; excels with 75% less data

Revolutionizing #MRI with less data, more power💡🧠
🔗 lnkd.in/ePt-36XH

#FastMRI #DeepLearning #MedicalImage
Guang Yang (@gyangmedia) 's Twitter Profile Photo

📚 Excited to announce our new book on Trustworthy AI in Cancer Imaging Research! 🌟 by: I Chouvarda, S Colantonio, G Tsakou, Guang Yang #AI #TrustworthyAI #CancerImaging #Research #Healthcare #AIethics #MedicalResearch #NewBook #AcademicPublishing 🔗 link.springer.com/book/10.1007/9…

📚 Excited to announce our new book on Trustworthy AI in Cancer Imaging Research! 🌟

by: I Chouvarda, S Colantonio, G Tsakou, Guang Yang

#AI #TrustworthyAI #CancerImaging #Research #Healthcare #AIethics #MedicalResearch #NewBook #AcademicPublishing

🔗 link.springer.com/book/10.1007/9…