Borderless research group @BorderlessSci
Our mission is to reduce health inequalities, democratize rare healthcare expertise, and to develop novel, computational techniques for health data. idea.tf.fau.eu Joined July 2021-
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🔎 New method in #MICCAI24 for distilling image data, analysing latent graphs, reducing the need for extensive datasets in histopathology. This allows for the creation of a small set of synthetic images that encapsulate the most critical information from large datasets.
🔎 New method in #MICCAI24 for distilling image data, analysing latent graphs, reducing the need for extensive datasets in histopathology. This allows for the creation of a small set of synthetic images that encapsulate the most critical information from large datasets.
Fully synthetic datasets are becoming a reality. We show how to make them in @reynaud_h et al.'s latest #MICCAI24 work. Such datasets promise to solve significant data-sharing challenges in medicine by ensuring complete patient privacy, as it contains no data from real patients
Fully synthetic datasets are becoming a reality. We show how to make them in @reynaud_h et al.'s latest #MICCAI24 work. Such datasets promise to solve significant data-sharing challenges in medicine by ensuring complete patient privacy, as it contains no data from real patients
💨 We explored @geoffreyhinton's forward-forward ⏩⏩ learning concept and discovered some new methods to deliver rapid and resource-efficient adaptable #MachineLearning for numerous tasks in medical image analysis. More to come... ⏩⏩
💨 We explored @geoffreyhinton's forward-forward ⏩⏩ learning concept and discovered some new methods to deliver rapid and resource-efficient adaptable #MachineLearning for numerous tasks in medical image analysis. More to come... ⏩⏩
Very nice idea to illustrate what we are doing @BorderlessSci during a talk. Thanks a lot to @JensKleesiek and the excellent etim.uk-essen.de event for this!
Fantastic work about interpretability constraints in large multi-modal language-vision #MachineLearning models by @DombrowskiMN presented @RealAAAI this week (oral).
Fantastic work about interpretability constraints in large multi-modal language-vision #MachineLearning models by @DombrowskiMN presented @RealAAAI this week (oral).
📢📢📢 Job alert: new PhD position #MachineLearning for automated in-distribution testing together with industry hosted in Bavaria. de.indeed.com/viewjob?jk=3cf…
Very successful #MICCAI MOOD challenge medicalood.dkfz.de/web/ with our Team SubmitSomething winning all categories 🎉🎉 @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023 x.com/bernhardkainz1… x.com/bernhardkainz1…
Very successful #MICCAI MOOD challenge medicalood.dkfz.de/web/ with our Team SubmitSomething winning all categories 🎉🎉 @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023 x.com/bernhardkainz1… x.com/bernhardkainz1… https://t.co/RmdI4dNGcK
🎓Interested in pursuing fully-funded PhD or PostDoc research in (medical) image computing or explainable machine learning in general? 🚨We are currently hiring in our xAI-Lab @uni_bamberg_of Get in touch and we can chat at #MICCAI2023 @MICCAI_Society Details below.
Bye #MICCAI2023
Self-supervised single-class strategies with histogram-equalised gradient upscaling are showing promise. @Hanna_Paulaluap ‘s approach surpasses existing benchmarks. 🧠🔍 #MICCAI23 UNSURE arxiv.org/abs/2303.13227 @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023
Interested in topology preserving brain segmentation? Check out Liu Li’s poster at #MICCAI2023
Conditional Temporal Attention Networks for cortical surface reconstruction by @QiangMa_ at #MICCAI2023
Image synthesis could revolutionize clinical practice. @reynaud_h developed a method to generate video sequences from single images in echocardiograms. 🚀🏥 Better by 38 points! @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023 arxiv.org/abs/2303.12644 poster W-06-037
Addressing motion in abdominal MRI, especially in IBD patients, we propose a deep adversarial super-resolution approach that corrects motion artefacts without needing detailed intestine knowledge or paired data. 🏥🖼️ @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023 W-06-062
Good morning MICCAI! MICCAI Daily of today (Wednesday) Important community information at page 23! Great poster reviews, great interviews and 5 mind-blowing slides of keynote Yann LeCun. ==> rsipvision.com/MICCAI2023-Wed… Happy reading and have a great day at MICCAI 2023! @RSIPvision
CoTAN for rapid, high-accuracy neonatal brain cortical surface reconstruction using MRI. With conditional attention mechanisms, @QiangMa_ efficiently predicts surface deformations, achieving minimal errors. 🧠👶 @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023 W-05-023
#ML in medical image segmentation struggles with topological accuracy. We introduce the Euler Characteristic (EC) for efficient and accurate topological constraints, enhancing segmentation quality. 🧠🖼️ @aibe_fau @BioMedIAICL @BorderlessSci #MICCAI2023 W-05-090
Come and see Shuting’s poster on predicting outcome after stroke at #MICCAI2023
Another great poster from @BioMedIAICL by @BintsiMargarita at #MICCAI2023
On page 2 of @RSIPvision today #MICCAI2023 @BioMedIAICL student @QiangMa_ rsipvision.com/MICCAI2023-Wed… with @DanielRueckert and @BernhardKainz1
Ana Clara Morais @morais33477
0 Followers 22 Following
Ayyuce Demirbas 🍀 @demirbasayyuce
658 Followers 2K Following Machine Learning Engineer & Published Researcher, BSc in Computer Engineering | PhD Student (soon), GSoC @TensorFlow, Google Dev Expert in ML
Fatmatulzehra Uslu @FzehrausluUslu
56 Followers 583 Following Associate. Prof at Bursa Technical University. Phd @ Imperial College London. Interested in medical image analysis, deep learning
Fredrik K. Gustafsson @fregu856
843 Followers 4K Following Postdoc at IBME in Oxford. Machine learning for healthcare. I'm more active on https://t.co/vwXdiYvHig.
Johannes C. Paetzold @jocpae
344 Followers 252 Following ml research in biology and medicine | Imperial College London | Helmholtz Zentrum München
Andreas K. Maier @maier_ak
18K Followers 1K Following Father of 2, does @DFG_public, @BMBF_Bund & @ERC_Research in Machine Learning, Prof @uni_fau, @TEDx Speaker, Bavarian AI Council
Zhe.Li @ZheLi_FAU
3 Followers 5 Following Doctoral Researcher working on histopathology images at FAU
ilkhch @ilkhch
217 Followers 589 Following Keywords: engineer-artificial intelligence-healthcare-diagnostics-ultrasound-deep learning-AI-professor-Co-Founder@PONS Opnions are my own...
Matthew Baugh @MertBTwit
15 Followers 46 Following PhD at @ImperialCollege in @BioMedIAICL , researching anomaly detection, supervised by @BernhardKainz1
ahmed nebli @ahmednebli3
255 Followers 2K Following Computational cognitive neuroscience researcher at Forschungszentrum jülich
Roja Rose Mathew @mathew_roja
186 Followers 2K Following Feminist. Law Grad. MA in Geopolitics and IR. Interested in studying Migration, border regime, citizenship, Environment & Climate Change.
Kuppert @cidervin_er
5 Followers 2K Following
Dennis Núñez @dennishnf
505 Followers 2K Following Working on AI & ML Research • MSc @Univ_Paris_Cite • BSc @UNIoficial • Previously @BellLabs, @Hyperlex_, @LipnLab • Peruvian
Huaqi Qiu @Huaqi_Qiu
164 Followers 147 Following Postdoc, AI in Medicine lab, Technical University of Munich
B. Dillmann @dillmann_bd
347 Followers 2K Following Physics, chemistry, #Hyperpolarisation #hydrogen, #Biodiversity, Resilience and Sustainability, 🇰🇪, 🇫🇷, My opinions are my own personal
Franciskus Xaverius E... @FXErick2
13 Followers 121 Following PhD student. Representation learning and uncertainty quantification @UniFAU @BorderlessSci @BiomedIAICL
Mariya Hirna 🇺🇦 @HirnaMariya
42 Followers 91 Following Computer Vision @ UCL / Drink coffee, hum tunes and write code.
Youssef @fo_usef
9 Followers 83 Following
Syed Farhan Abbas @FarhanAbbas009
190 Followers 1K Following
Sonny Burniston @sonnyburni3
2 Followers 202 Following
Qingjie Meng @qmeng99
226 Followers 145 Following Assistant Professor in Medical AI @unibirmingham, Honorary Research Associate @ImperialCollege, PhD from @ImperialCollege
David Sinden @david_sinden
135 Followers 654 Following scientist working (mostly) in modelling for image-guide therapies. seldom tweets.
Nhat Phung, PhD @nhatpth
80 Followers 399 Following @KingsImaging, research in #AI and #deeplearning for #medicalimaging
Amir Shamaei @AmirLand6
359 Followers 923 Following Senior ML/DSP engineer at @synexmedical | “In science we trust” | Phd in Biomedical engineering and Bioinformatics
Yipeng Sun @yipengsss
102 Followers 518 Following PhD student @UniFAU | Solve inverse problems via deep learning | Talk is cheap
Mischa Dombrowski @DombrowskiMN
34 Followers 142 Following
Benjamin Hou @farrell192
131 Followers 150 Following
Mahesh Shakya @mahesh_shakya_
116 Followers 2K Following
Christian Ledig @LedigChr
1K Followers 444 Following Prof. @uni_bamberg_of 🇩🇪🇪🇺 | prev.: 🇺🇸-startups; Research @Twitter | @imperialcollege PhD | 🏊🏻♂️🚴🏻♂️🏃🏼♂️
Johanna P Mueller @Hanna_Paulaluap
65 Followers 200 Following PhD Student - Medical Image Analysis | Out-of-Distribution Detection | @BorderlessSci Research @FAU and @ImperialCollege
Alberto Gomez @gomezalberto
420 Followers 440 Following UK based European, father of three, ultrasound imaging research -acquisition to visualization and more- at Ultromics Ltd. Views my own.
Nina Miolane 🦋 @ni... @ninamiolane
6K Followers 2K Following Assis. Prof. @ucsbece Prev @Stanford @Inria @imperialcollege @Polytechnique PI @geometric_intel https://t.co/Eeeaqytppe, @ninamiolane.bsky.social, Pilot
Hadrien Reynaud @reynaud_h
42 Followers 78 Following PhD student in medical image analysis @imperialcollege, @BioMedIAICL, @AI4HealthCentre
Bernhard Kainz @BernhardKainz1
2K Followers 516 Following 2xDad, DL practitioner, real-time computing fanatic, Prof. at AIBE, FAU Erlangen and at DoC, Imperial College London, advisor at ThinkSono, former chef
Athanasios (Thanos) V... @vlontzos
511 Followers 381 Following Lead ML Scientist @Monzo| PhD from @BioMedIAICL | prev. @SpotifyResearch, @apple, @nasa_fdl, @zeitmedical, @GEHealthcare
MICCAI Society @MICCAI_Society
7K Followers 2K Following Medical Image Computing and Computer Assisted Intervention Society
Qi Dou @QiDou_
2K Followers 325 Following Assistant Professor @CUHKERG, Medical Image Analysis, Surgical Robotics, Machine Learning / former postdoc at @ICComputing, intern at @Siemens
BioMedIA Imperial @BioMedIAICL
2K Followers 130 Following Biomedical Image Analysis Group @ Imperial
IEEE-TMI @IEEE_TMI
2K Followers 5 Following TMI publishes manuscripts on imaging of body structure, morphology and function, including cell and molecular imaging and all forms of microscopy.
Machine Learning for ... @MELBAJournal
3K Followers 386 Following Open-access, independent, minimum fee journal. Co-founded by @arbtal,@ja_schnabel,@mertrory,@wmwells3,@MarcNiethammer,@adriandalca
Adrian Dalca @AdrianDalca
1K Followers 179 Following Assistant Professor, MGH, Harvard Medical School; Research Scientist, MIT AI/Machine Learning, with focus on Health and Vision
Andrew Davison @AjdDavison
19K Followers 3K Following From SLAM to Spatial AI; Professor of Robot Vision, Imperial College London; Director of the Dyson Robotics Lab; Co-Founder of Slamcore. FREng, FRS.
Hadrien Reynaud @reynaud_h
42 Followers 78 Following PhD student in medical image analysis @imperialcollege, @BioMedIAICL, @AI4HealthCentre
Nina Miolane 🦋 @ni... @ninamiolane
6K Followers 2K Following Assis. Prof. @ucsbece Prev @Stanford @Inria @imperialcollege @Polytechnique PI @geometric_intel https://t.co/Eeeaqytppe, @ninamiolane.bsky.social, Pilot
Andy King @AtoAndyKing
983 Followers 173 Following @KingsImaging academic, #machinelearning & #AI for #medicalimaging. ACCOUNT NOW INACTIVE, PLEASE CONNECT ON LINKEDIN: https://t.co/XkTs4Tx0dn
Athanasios (Thanos) V... @vlontzos
511 Followers 381 Following Lead ML Scientist @Monzo| PhD from @BioMedIAICL | prev. @SpotifyResearch, @apple, @nasa_fdl, @zeitmedical, @GEHealthcare
Bernhard Kainz @BernhardKainz1
2K Followers 516 Following 2xDad, DL practitioner, real-time computing fanatic, Prof. at AIBE, FAU Erlangen and at DoC, Imperial College London, advisor at ThinkSono, former chefTrends for United States
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