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
What's next or Where?

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

๐ŸŒŸ Exciting Opportunity for Chinese Students! ๐ŸŒŸ 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-andโ€ฆ

๐ŸŒŸ Exciting Opportunity for Chinese Students! ๐ŸŒŸ

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-andโ€ฆ
Guang Yang (@gyangmedia) 's Twitter Profile Photo

๐ŸŽ‰ Huge congratulations to Xiaodan Xing once again on publishing our latest research in the #Neurocomputing journal! ๐Ÿ“š ๐Ÿ”— Dive into the full paper: sciencedirect.com/science/articlโ€ฆ #Immunofluorescence #Brightfield #DiffusionModels #CellBiology #DrugDevelopment #GenerativeModels ๐Ÿš€๐Ÿ‘

๐ŸŽ‰ Huge congratulations to Xiaodan Xing once again on publishing our latest research in the #Neurocomputing journal! ๐Ÿ“š

๐Ÿ”— Dive into the full paper: sciencedirect.com/science/articlโ€ฆ

#Immunofluorescence #Brightfield #DiffusionModels #CellBiology #DrugDevelopment #GenerativeModels ๐Ÿš€๐Ÿ‘
Guang Yang (@gyangmedia) 's Twitter Profile Photo

Recently turned down industry offersโ€”big salaries๐Ÿ’ฐโ€”because nothing beats seeing my students succeed ๐ŸŽ“๐Ÿ“š. Proud of them, and theyโ€™re already surpassing me at their stage ๐Ÿ‘๐ŸŒŸ. Remember: Youโ€™re exactly where you need to be. No rushโ€”be happy ๐Ÿ˜Š, and youโ€™ll hit that buzzer! ๐ŸŽฏ๐Ÿš€

Recently turned down industry offersโ€”big salaries๐Ÿ’ฐโ€”because nothing beats seeing my students succeed ๐ŸŽ“๐Ÿ“š.

Proud of them, and theyโ€™re already surpassing me at their stage ๐Ÿ‘๐ŸŒŸ.

Remember: Youโ€™re exactly where you need to be. No rushโ€”be happy ๐Ÿ˜Š, and youโ€™ll hit that buzzer! ๐ŸŽฏ๐Ÿš€
Guang Yang (@gyangmedia) 's Twitter Profile Photo

#AIAutophagy: When AI feeds on its outputs, risks like #GenerativeAI model collapse & diversity loss emerge. ๐Ÿ” Key Insights: โœ… Silent contamination of datasets ๐Ÿ•ต๏ธ Harder to spot synthetic vs real data ๐Ÿ”’ Policies lag in #transparency & #ethics ๐Ÿ”— Read: lnkd.in/eH2-6WSN

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

๐Ÿ” Key Insights:
โœ… Silent contamination of datasets
๐Ÿ•ต๏ธ Harder to spot synthetic vs real data
๐Ÿ”’ Policies lag in #transparency & #ethics
๐Ÿ”— Read: lnkd.in/eH2-6WSN
Guang Yang (@gyangmedia) 's Twitter Profile Photo

Big congrats to Dr Michael Tรคnzer, 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 Tรคnzer, 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

๐Ÿซ€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. ๐Ÿ“„ Read the full paper here: lnkd.in/eNi_6CPP #ExplainableAI #NLP

๐Ÿซ€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.

๐Ÿ“„ Read the full paper here:
lnkd.in/eNi_6CPP

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

๐Ÿง  Excited to share our new #paper on #MedicalImageRetrieval! We propose ACIR, a novel framework that tackles #OOD detection & enhances content-based ranking. ๐Ÿš€ Achieved SOTA results with improved mAP (5.6โ€“38.9%)! ๐Ÿ“„ Read it here: doi.org/10.1016/j.mediโ€ฆ #AIinHealthcare

๐Ÿง  Excited to share our new #paper on #MedicalImageRetrieval! We propose ACIR, a novel framework that tackles #OOD detection &amp; enhances content-based ranking. 

๐Ÿš€ Achieved SOTA results with improved mAP (5.6โ€“38.9%)! 

๐Ÿ“„ Read it here: doi.org/10.1016/j.mediโ€ฆ 

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

๐Ÿšจ ISBI 2026 is coming to London! ๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ—“๏ธ Join us April 8-11 for cutting-edge tech innovations in biomedical imaging! ๐Ÿ”ฌโœจ Save the date โ€“ see you in London! ๐Ÿง  biomedicalimaging.org/2026/welcome/ #ISBI2026 #BiomedicalImaging #TechInnovation #London2026

๐Ÿšจ ISBI 2026 is coming to London! ๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ—“๏ธ 

Join us April 8-11 for cutting-edge tech innovations in biomedical imaging! ๐Ÿ”ฌโœจ 

Save the date โ€“ see you in London! ๐Ÿง 

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! ๐Ÿฉป โœจ With adaptive masks & cross-domain alignment. #AI #Healthcare #deeplearningbox Read our paper here: doi.org/10.1016/j.patrโ€ฆ

AI framework removes lung opacities in CXR images, boosting segmentation &amp; classification accuracy! ๐Ÿฉป

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

Read our paper here: doi.org/10.1016/j.patrโ€ฆ
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 โœจ๐Ÿ˜Ž Super proud of my student Fanwen Wang, Jiahao Huang, Yinzhe Wu and others for winning 2nd Place ๐Ÿฅˆ 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 โœจ๐Ÿ˜Ž

Super proud of my student Fanwen Wang, Jiahao Huang, Yinzhe Wu and others for winning 2nd Place ๐Ÿฅˆ in the #ISBI2025 Best Poster Award!

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

๐Ÿค” How Can AI Address the Challenges of Multi-scenario Fast MRI with One Model? ๐Ÿค” ๐Ÿ”— Read the full paper here: lnkd.in/dUXNTNaZ #AIinHealthcare #MedicalImaging #DeepLearning #AI #SyntheticData #Physics #FastMRI #ImageReconstruction

๐Ÿค” How Can AI Address the Challenges of Multi-scenario Fast MRI with One Model? ๐Ÿค”
 
๐Ÿ”— 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! ๐Ÿ‘ Amidst chaos, we are fortunate to have this research platform. Thanks to Lynne Cox, Eva Ramos-Fernรกndez and Alessandro Chioino! ๐Ÿ‘

#WellcomeLeap #DynamicResilience #meeting in #Singapore! ๐Ÿ‘ 

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

Thanks to Lynne Cox, Eva Ramos-Fernรกndez and Alessandro Chioino! ๐Ÿ‘
Guang Yang (@gyangmedia) 's Twitter Profile Photo

๐Ÿš€ Thrilled to share our new paper on forecasting #IPF progression via follow-up CT generation! ๐Ÿซ๐Ÿ–ผ๏ธ We propose a lung structure & functionโ€“guided residual #diffusionmodels ๐Ÿค–โœจโ€”with 2.5D #synthesis, structural attention, and #CLIP-based guidance! ๐Ÿ“Š๐Ÿงฌ ๐Ÿ“„lnkd.in/ek_Cx42t

๐Ÿš€ Thrilled to share our new paper on forecasting #IPF progression via follow-up CT generation! ๐Ÿซ๐Ÿ–ผ๏ธ

We propose a lung structure &amp; functionโ€“guided residual #diffusionmodels ๐Ÿค–โœจโ€”with 2.5D #synthesis, structural attention, and #CLIP-based guidance! ๐Ÿ“Š๐Ÿงฌ

๐Ÿ“„lnkd.in/ek_Cx42t
Guang Yang (@gyangmedia) 's Twitter Profile Photo

๐Ÿšจ New paper! We benchmarked 9 LVLMs (GPT-4o, Gemini, Huatuo-34B...) on clinical reasoning & safety. ๐Ÿงช RadVUQA benchmark ๐Ÿง  Hallucination & robustness analysis ๐Ÿ“‚ Code + data: github.com/Nandayang/RadVโ€ฆ ๐Ÿ“„ Paper: ieeexplore.ieee.org/document/10976โ€ฆ #AI #LVLM #MedAI #GPT4o #AIForHealth #VQA

๐Ÿšจ New paper!

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

๐Ÿงช RadVUQA benchmark
๐Ÿง  Hallucination &amp; robustness analysis
๐Ÿ“‚ Code + data: github.com/Nandayang/RadVโ€ฆ
๐Ÿ“„ Paper: ieeexplore.ieee.org/document/10976โ€ฆ

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

๐Ÿš€ Breaking barriers in fast dynamic MRI with DeepSSL Our physics-informed, separable learning approach boosts training data ~200ร— ๐Ÿ“ˆ & excels with 75% less data Revolutionizing #MRI with less data, more power๐Ÿ’ก๐Ÿง  ๐Ÿ”— lnkd.in/ePt-36XH #FastMRI #DeepLearning #MedicalImage

๐Ÿš€ Breaking barriers in fast dynamic MRI with DeepSSL

Our physics-informed, separable learning approach boosts training data ~200ร— ๐Ÿ“ˆ &amp; excels with 75% less data

Revolutionizing #MRI with less data, more power๐Ÿ’ก๐Ÿง 
๐Ÿ”— lnkd.in/ePt-36XH

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

๐Ÿ“š Excited to announce our new book on Trustworthy AI in Cancer Imaging Research! ๐ŸŒŸ by: I Chouvarda, S Colantonio, G Tsakou, Guang Yang #AI #TrustworthyAI #CancerImaging #Research #Healthcare #AIethics #MedicalResearch #NewBook #AcademicPublishing ๐Ÿ”— link.springer.com/book/10.1007/9โ€ฆ

๐Ÿ“š Excited to announce our new book on Trustworthy AI in Cancer Imaging Research! ๐ŸŒŸ

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

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

๐Ÿ”— link.springer.com/book/10.1007/9โ€ฆ