Robot Intelligence Lab @RobotIntelliLab
Making robots smarter. The Robot Intelligence Lab, Imperial College London. Director: @Petar_Kormushev Our robots include #Robot_DE_NIRO, SLIDER, ResQbot, etc. imperial.ac.uk/robot-intellig… London, UK Joined September 2016-
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Check out our new paper in collaboration with @ImperialREDSLab and the SiMMS Research Group! @imperialcollege @ImperialRobots @ImperialDyson @ImperialSandC #Prosthetics #Robotics #ProstheticHands
What if you could replace the fingers of your prosthetic hand with customized tools? Researchers have developed a Swiss Army Knife-style prosthetic hand, leading to big improvements in task performance, body compensation, & task load for end users. bit.ly/3CJrEO4
What if you could replace the fingers of your prosthetic hand with customized tools? Researchers have developed a Swiss Army Knife-style prosthetic hand, leading to big improvements in task performance, body compensation, & task load for end users. bit.ly/3CJrEO4
Imperial Robotics Forum at ICRA! 11 labs represented including: 🌟 HARMS Lab (George Mylonas) 🌟 Mechatronics in Medicine Lab & Hamlyn Centre (Ferdinando Rodriguez y Baena) 🌟Robot Learning Lab (Ed Johns) 🌟Dyson Robotics Lab (Andy Davison) 🌟Aerial Robotics Lab (Mirko Kovac) 🌟Morph Lab (Thrishantha Nanayakkara) 🌟Personal Robotics Lab (Yiannis Demiris) 🌟Biomechatronics Lab (Ravi Vaidyanathan) 🌟Cognitive Vision in Robotic Surgery Lab (Matina Ginnarou) 🌟Sense Robotics Lab (Sen Wang)
✨Congratulations to the winners & finalists of the 2023 Robotics Forum - Amazon PhD Prizes for Outstanding Achievement in Robotics✨! @IvanKapelyukh @xinzhou1996 @thrishlab @Nicolas_Reds @Ed__Johns @AdSpiers @CULLYAntoine @AmazonScience
The end of another great year for the @ImperialRobots. Congratulations all winners of the Amazon awards for outstanding PhD research in robotics Yukun Ge, Barry Mulvey, and Digby Chappell.
Recording of our PhD student Wei Chen presenting the #IROS2023 paper on learning to grasp clothing structural regions for garment manipulation tasks. youtu.be/fEmlbfU8yss
#IROS2023 poster on cloth manipulation from @ImperialREDSLab
Introducing Hydra! Our new hand able to change its grasping stiffness between compliant power and rigid precision w/o increased control or HW complexity. Check out the video below for details. Work led by PhD student Digby Chappell, to appear in RA-L! youtu.be/upLHX3POim0?si…
Congratulations to our runners-up👏: Jacopo Hu (@MIMLab_Robotics, @ImperialMechEng), Xin Zhou (@imperialeee), Ivan Kapelyukh & Norman Di Palo (@ICComputing), Zhenhua Yu (@ImperialDyson, @thrishlab), Francesco Cursi (@ICLHamlynRobots, @RobotIntelliLab )
Happy holidays from the Imperial Robotics Forum!🎄
Around this time every year I get this reward to see the sparks in these curious, creative, and ambitious minds. The @ImperialDyson masters students who take my Robotics Research Projects module spend a term in my lab making robots to test very ambitious questions.
Very proud of our @ImperialDyson students who won this distinguished award at @iros2022
I am incredibly happy to announce that I am joining DeepMind Toronto as a Research Scientist 🎉🇨🇦 Working at @DeepMind on the team led by @VladMnih is a great honor for me. I can't wait to get started!
Throwback to the 1st meetup of the Robotics Forum Postgrad Network🎓🤖. A great turnout from all corners of Imperial College London. Many thanks to our speakers Thilina Lalitharatne @thrishlab @ImperialDyson & Digby Chappell @AI4HealthCentre @ICComputing!
Hearty congratulations to my PhD student Fabio Pardo @PardoFab for successfully passing his viva today! 🥳 Extremely grateful to the examiners Deepak Pathak @deepakpathak & Antoine Cully @CULLYAntoine @RobotIntelliLab @ImperialRobots @ImperialDyson @ImperialAI @imperialcollege
Last week was @ICORR_2022 #RehabWeek2022. Check out the recording of Digby's talk about our paper on instant calibration in myoelectric prosthetic hands using a highly data-efficient controller. @AI4HealthCentre @ImperialRobots @ImperialAI @ImperialDyson youtu.be/O_SNMl11OJY
Check out Ke Wang's fantastic PhD work on the SLIDER walking robot here: imperial.ac.uk/robot-intellig… @Alchemist1017 @RobotIntelliLab @ImperialRobots @ImperialDyson @imperialcollege
Huge congratulations to my PhD student Ke Wang @Alchemist1017 for successfully passing his viva today! 🥳 Special gratitude to the examiners: @OlivierStasse and Ravi Vaidyanathan from @ImperialMechEng @RobotIntelliLab @ImperialRobots @ImperialDyson @ImperialAI @imperialcollege
Check out the paper presentations here! VR Prosthetic Training: youtube.com/watch?v=8G7L77… Embedded Deep Learning Myoelectric Control: youtube.com/watch?v=fXIlpW…
What if you could replace the fingers of your prosthetic hand with customized tools? Researchers have developed a Swiss Army Knife-style prosthetic hand, leading to big improvements in task performance, body compensation, & task load for end users. bit.ly/3CJrEO4
Check out the video of our @ICORR2022 paper on instant calibration in myo prosthetic hands via a highly data-efficient controller. Work to be presented as oral by first author Digby Chappell! @AI4HealthCentre @ImperialRobots @ImperialDyson #robotics youtu.be/AWtHQU4buZI
Ad Spiers @AdSpiers
1K Followers 545 Following Lecturer (Assistant Prof) in Robotics, Machine Learning & Haptics at @ImperialCollege. Co-Founder of @MakeSense_Tech. Music producer & DJ. Neurodiverse.
Imperial College Lond... @imperialcollege
187K Followers 3K Following A global top-ten university, where scientific imagination leads to world-changing impact. Science | Engineering | Medicine | Business #OurImperial 💙
Andrew Davison @AjdDavison
22K 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.
Imperial College Robo... @ImperialRobots
1K Followers 138 Following Official twitter account of @imperialcollege Cross-Faculty Network on Robotics
Imperial EEE @imperialeee
3K Followers 757 Following For all the latest news and events from Electrical and Electronic Engineering, follow us on LinkedIn and Instagram.
Dimitrios Kanoulas @dkanou
2K Followers 2K Following Professor in Robotics and AI, UKRI FLF at UCL CS (UK) and Archimedes/Athena RC (Greece)
Billy Wu @ICBillyWu
5K Followers 2K Following Professor of Electrochemical Engineering @imperialcollege @ImperialDyson #batteries 🔋 #fuelcells💧@FaradayInst 📹 https://t.co/xzxoD7wRSe
Antoine Cully @CULLYAntoine
2K Followers 219 Following Professor in Machine Learning and Robotics and Director of the Adaptive and Intelligent Robotics Lab (AIRL) at Imperial College London.
Thomas Godden @GoddenThomas
10K Followers 2K Following excited about things that move. making robots @physical_int he/him
Imperial Enterprise @ImperialIdeas
4K Followers 3K Following We help the @ImperialCollege community turn ideas into technologies, startups and projects, and help businesses access the College's science and tech.
Imperial Engineering @ImpEngineering
5K Followers 352 Following Leadership in engineering research and education at @imperialcollege
Georgia Chalvatzaki @GeorgiaChal
7K Followers 2K Following Professor @CS_TUDarmstadt, @hessian_AI, AI Emmy Noether @dfg_public, #ERCStG SIREN, #AlfriedKruppFörderpreis, co-chair TC @MobileManip
Marija Popović @mpopovic514
2K Followers 593 Following Assistant Prof at TU Delft 🤖 Prev: Group Leader at Uni Bonn, Postdoc at Imperial College, PhD at ETHZ | Born: 🇷🇸 Raised: 🇦🇪 Home: 🌍 | 📷: @mashapopovic
Oya Çeliktutan @oyaceliktutan
1K Followers 459 Following Scientist in AI & Robotics. Leads @sairlab, developing intelligent robots that can seamlessly interact with humans 🧠🦾 I moved to BlueSky: oyaceliktutan.bsky.
Imperial Bioengineeri... @ImperialBioeng
7K Followers 970 Following News from @imperialcollege’s Department of Bioengineering, the leading department of Bioengineering in the UK.
Imperial Computing @ICComputing
4K Followers 791 Following Providing global leadership through research and education at @imperialcollege. Linkedin https://t.co/MGPH2ywpDJ / YouTube https://t.co/9fqxCDMw6v
Imperial Mech Eng @ImperialMechEng
2K Followers 382 Following Department of Mechanical Engineering at Imperial College London
Energy Futures Lab @EnergyFuturesIC
6K Followers 2K Following 🌍Advancing sustainable energy solutions 🧠 Promoting innovation 🎓 Educating future leaders Global energy institute @imperialcollege #energyfutureslab
John Gottschall @providerscout
5 Followers 261 Following
Z @WYZethan
9 Followers 1K Following
prinlab@NII @prinlabtk
274 Followers 60 Following Principles of Robot Intelligence from Nature/Nurture ロボットの運動制御・学習に関する研究を中心に取り組んでいます 学生募集中！
Sworuisir @Sworuisir066
31 Followers 959 Following
Freddie Nicholson @Freddie_Nic
316 Followers 732 Following
AllenRobotic @ARoboticslab
1 Followers 273 Following 🌐Documenting the global robotics scene 🤖AI-powered robots , ⚙️motion control , @AUTONOMATECHWA 📩 [email protected]
James @JamieKH12
151 Followers 7K Following
Washi_#07_Monon @AlMonon07
1 Followers 203 Following Never ever come to compete with me....Maybe I will be exhausted but...not a loser
Wenzhong Yan @WenzhongYan
173 Followers 443 Following Assistant Professor at UC Davis; Mechanically Intelligent Soft Robots
Kee Park @keepark
11K Followers 5K Following Dir. Policy/Advocacy @HarvardPGSSC | EIC @JournalGNS | Korea Health Policy Project #UHC fan
kcq @DarcWang
0 Followers 171 Following
Dinesh Baniya @DBK_NP
1 Followers 41 Following
Pietro Vitiello @pitvit_
266 Followers 497 Following PhD student in the Robot Learning Lab at @imperialcollege
ancientada @ancientada
33 Followers 584 Following
Haven Jiang @JiangHaven
3 Followers 165 Following
OblivionSecurity @ByRubberDuck
46 Followers 289 Following All about IT/IoT/IIoT/OT,ICS,SCADA, Robots, Smart Cities and Alien activities Enjoy!
UK Research Integrity... @UKRIO
4K Followers 4K Following An independent charity working to uphold research integrity. This account is no longer active. Continue the conversation with us on Bluesky: https://t.co/QjUu2oa9vx
KEVY BEAST @svgbzt
393 Followers 7K Following Native Irish French Scotian Canadian ArtistDJ Alchemist Scholar Born 14 1988 🍀🐲🐻❄️🦁🦢Guardian Networker Generalist Innovator Cataholic✝️✡️💎🔋🛸👽🤖⚒️🌖💰
Shengyang Zhuang @shengyangzhuang
132 Followers 1K Following PhD student in Robotics/AI @ucl @uclcs & @MathWorks | prev. @epfl @ICLHamlynRobots @imperialcollege @ETH @KTHuniversity @HIT_1920
ilker YUKSEK @i_yuxek
419 Followers 5K Following PhD Cand. Design-Analysis of #Multibody Dynamics-Kinematics of #MultiPed & #Flexible #Articulated (Soft) #Robotics Engineering @marmara1883 @marmara_makine
Mwanga Oscar @MwangaOscar1
0 Followers 59 Following
Manith Adikari @manithadikari
13 Followers 731 Following
throwsball @throws_ball
42 Followers 3K Following
S @seekanddeploy
0 Followers 118 Following
Naruto Uzumaki @AbdullahLEGE1D
1 Followers 44 Following
Xiang Li @Xiang_Li_2022
98 Followers 354 Following Post Doctoral Fellow · Imperial Colledge London · KAUST · Tsinghua Univeristy
Initiative in the Dig... @exeterindex
720 Followers 2K Following Research centre providing practical insights into risk, trust & value in the #DigitalAge. +2 Turing Fellows @turinginst. Part of @UofEBusiness, based in London.
Tran Nguyen Le @trannguyenle95
57 Followers 224 Following Tenure-track Assistant Prof. in Robotics & Mechatronics @DTUTweet | Postdoc & PhD @AaltoUniversity, Msc @TampereUni. Interested in ML/AI + Robotics.
jy @jiangyu32703763
1 Followers 135 Following
Joel Wester @C_JoelWester
295 Followers 946 Following PhD Fellow in Human-Computer Interaction @CompSciAAU.
Bill Piniros @piniros
93 Followers 2K Following
Karam @iblamekaram
234 Followers 2K Following
NextGen Robotics Acad... @NextGenRoboticX
429 Followers 1K Following NextGen Robotics Academy is a premier training institute where innovation meets education. We specialize in teaching Robotics & Artificial Intelligence to schoo
Zuk @ZulkhuuTuya
20 Followers 539 Following
Felix Russell 🏳️... @the1onlyfelix
100 Followers 361 Following Biomechanics and batteries, Engineer, European, He/him
Luis Alvarado M. @microdreamer
36 Followers 248 Following
Taiping Zeng @zengtaiping
97 Followers 992 Following PI & Assoc. Prof. @ Fudan University, Computational Neuroscience · Robotics · AI · Spatial Cognition
:supreme @sytttttBob
0 Followers 58 Following
Xinyun Chi @XinyunChi
1 Followers 171 Following
Juan Carlos Tique Ran... @JuanCtique
6 Followers 273 Following
Health Service Resear... @hs_research
43 Followers 648 Following Public Health Research | Health Equity | Evidence-Based Research
Chiara Di Vece @chiaradivece_
266 Followers 477 Following 👩🏼💻Applied Scientist @ Botz & PhD Candidate in CS @ucl, @SRV_Group | 📍London but 🇮🇹 |👩🏼🎓 Bioengineer @polimi, @thisisuic | Alta Scuola Politecnica
Daniel Bautista @DanielB91919158
15 Followers 38 Following
Ferdinando @fmryb
181 Followers 111 Following
Ad Spiers @AdSpiers
1K Followers 545 Following Lecturer (Assistant Prof) in Robotics, Machine Learning & Haptics at @ImperialCollege. Co-Founder of @MakeSense_Tech. Music producer & DJ. Neurodiverse.
Edward Johns @Ed__Johns
4K Followers 146 Following Professor of Robot Learning at Imperial College London.
Imperial College Lond... @imperialcollege
187K Followers 3K Following A global top-ten university, where scientific imagination leads to world-changing impact. Science | Engineering | Medicine | Business #OurImperial 💙
Andrew Davison @AjdDavison
22K 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.
Imperial College Robo... @ImperialRobots
1K Followers 138 Following Official twitter account of @imperialcollege Cross-Faculty Network on Robotics
Imperial EEE @imperialeee
3K Followers 757 Following For all the latest news and events from Electrical and Electronic Engineering, follow us on LinkedIn and Instagram.
Google DeepMind @GoogleDeepMind
1.5M Followers 269 Following The engine room of @Google. Building AI safely and responsibly to solve the world’s most complex problems. Join us: https://t.co/jUHQA27iBL
Andrew Ng @AndrewYNg
1.9M Followers 1K Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Sam Cooper @camsooper
5K Followers 2K Following Asc. Prof. at the Dyson School of Design Engineering, Imperial College London. Energy materials design. Online learning enthusiast. @tldr_group leader 🔗
Oxford Dynamic Robot ... @dynamicrobots
5K Followers 86 Following Dynamic Robot Systems (DRS) Group researches perception and navigation for dynamic robots at Oxford Robotics Institute.
Billy Wu @ICBillyWu
5K Followers 2K Following Professor of Electrochemical Engineering @imperialcollege @ImperialDyson #batteries 🔋 #fuelcells💧@FaradayInst 📹 https://t.co/xzxoD7wRSe
Antoine Cully @CULLYAntoine
2K Followers 219 Following Professor in Machine Learning and Robotics and Director of the Adaptive and Intelligent Robotics Lab (AIRL) at Imperial College London.
Thomas Godden @GoddenThomas
10K Followers 2K Following excited about things that move. making robots @physical_int he/him
IEEE ICRA @ieee_ras_icra
14K Followers 81 Following #ICRA2027 IEEE International Conference on Robotics & Automation 24-28 May 2027 in Seoul, South Korea!
Michael Black @Michael_J_Black
105K Followers 739 Following VP Digital Human Research, Epic Games. Emeritus Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Opinions are my own.
Imperial Engineering @ImpEngineering
5K Followers 352 Following Leadership in engineering research and education at @imperialcollege
Jan Peters @Jan_R_Peters
5K Followers 422 Following #RobotLearning Professor (#MachineLearning #Robotics) at @ias_tudarmstadt of @TUDarmstadt (Part of @ELLISforEurope, @Hessian_AI and @DFKI)
Personal Robotics @Imperial_PRL
815 Followers 24 Following Personal Robotics Lab, Department of Electrical and Electronic Engineering, Imperial College London. Director @YiannisDemiris
Andrew Griffin @_andrew_griffin
7K Followers 3K Following Technology editor and science reporter @independent
MIM Lab - Mechatronic... @MIMLab_Robotics
44 Followers 30 Following A world-renowned research group at Imperial College London, developing mechatronic aids for surgery since 1993.
Steven Brunton @eigensteve
57K Followers 978 Following Teaches math to engineers: https://t.co/TJ5i3Pg678 Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.
Keenan Crane @keenanisalive
39K Followers 524 Following Digital Geometer, Assoc. Prof. of Computer Science & Robotics @CarnegieMellon @SCSatCMU and member of the @GeomCollective. There are four lights.
Audio Experience Desi... @AXDImperial
161 Followers 106 Following Audio Experience Design team @ImperialDyson, researching physical and perceptual nature of audio, with focus on sonic interaction and user experience.
Soft Robotics @SoftRobotics_JN
4K Followers 2K Following Soft Robotics is the #1 robotics journal, publishing world-class peer-reviewed research on the emerging technologies of soft and deformable robots.
Women in AI @women_in_ai
10K Followers 1K Following A Global community of #women in Artificial Intelligence on the mission to close the gender gap in #AI #empowerment #education
Dr Sara Abad @Sariadela_abad
248 Followers 259 Following
Hugh Brady @PresHughBrady
3K Followers 62 Following President of Imperial College London ➡️ @imperialcollege.
Stephen James @stepjamUK
8K Followers 241 Following CEO @Neuracore_AI | Assistant Professor @imperialcollege | ex-Director of Dyson Robot Learning Lab | Postdoc @UCBerkeley w/ @pabbeel | PhD ICL w/ @ajdDavison
GRASP Laboratory @GRASPlab
5K Followers 540 Following Founded in 1979, the GRASP Laboratory is an interdisciplinary academic and research center, and premiere robotics incubator within Penn Engineering.
Ian Walmsley @Imp_Prov
2K Followers 614 Following Provost @imperialcollege, Quantum Physicist, co-founder @orcacomputing.
NeurIPS Conference @NeurIPSConf
165K Followers 41 Following Sydney Dec 6-12, 26, Paris and Atlanta. Tweets to this account are not monitored. Please send feedback to [email protected].
RELab ETH Zurich @RELabETHZ
1K Followers 86 Following This is the official twitter account of the Rehabilitation Engineering Laboratory at @ETH_en Zurich
The HRI Conference @HRI_Conference
2K Followers 450 Following Official account of the ACM/IEEE International Conference on Human-Robot Interaction 👥🤖 HRI'27
Richard Sutton @RichardSSutton
71K Followers 63 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ https://t.co/pioQVVjSXz, UAlberta, amii, https://t.co/vPRUv44glx, The Royal Society, Turing Award
Ken Goldberg @Ken_Goldberg
22K Followers 8K Following Artist and Engineering Prof @UCBerkeley, Co-Founder @AmbiRobotics & @JacobiRobotics. Interests: robots, rockets, redwoods, rebels.
Black in Robotics @BlackInRobotics
6K Followers 2K Following Community of Black researchers, professionals, students & allies in robotics working together to amplify & advocate for DEI in robotics https://t.co/VraBy7Ke6Z
Tobias Fischer @TobiasRobotics
2K Followers 735 Following Associate Professor @QUTRobotics. @arc_gov_au Future Fellow. I am passionate about #Robotics and #ComputerVision. PhD @ImperialCollege. Alumni @studienstiftung
Tony Prescott @tonyjprescott
2K Followers 654 Following Professor of Cognitive Robotics. Biomimetics, Neuroscience, AI, Living Machines, Edutech, Assisted Living
Robotics and Vision i... @rvimlab
623 Followers 371 Following We are the Robotics and Vision in Medicine Lab. We design and develop image-guided microsurgical robots for regenerative therapy delivery @KingsImaging.
Imperial REDS Lab @ImperialREDSLab
144 Followers 38 Following Robotic manipulation: Engineering, Design, and Science Laboratory (REDS Lab) at @ImperialRobots @ImperialDyson @ImperialCollege.
Nicolas Rojas @Nicolas_Reds
205 Followers 218 Following Working on making the intelligent robots of the future.
Dr. Pat Soon-Shiong @DrPatrick
156K Followers 2K Following Chairman of Chan Soon-Shiong Family Foundation, Exec Chairman ImmunityBio, Chairman and Chief Executive Officer of Los Angeles Times Media Group (LATMG)
MassRobotics @MassRobotics
8K Followers 1K Following The startup success is our success – we are dedicated to helping them reach their goals and be successful.
Intelligent Autonomou... @ias_tudarmstadt
4K Followers 262 Following Intelligent Autonomous Systems Group @TUDarmstadt working on Robot Learning, the intersection of Robotics and Machine Learning. Lead by Prof. @Jan_R_Peters
icsr_2019 @Icsr2019
121 Followers 200 Following International Conference on Social Robotics ICSR2019. Madrid, 26-29 November2019. #icsr2019Madrid #icsrMadrid2019 #icsr2019 #icsr_2019.
Learning and Intellig... @LIS_TUBerlin
1K Followers 612 Following Research in Robotics, AI & Machine Learning @TUBerlin @scioi_cluster @ELLISforEurope
IROS 2019 @IROS2019MACAU
469 Followers 46 Following
kewang @Alchemist1017
41 Followers 204 Following
BAE Systems @BAESystemsplc
115K Followers 881 Following Our advanced defence technology protects people and national security and keeps critical information and infrastructure secure.
Applied AI @AppliedAIconf
699 Followers 1K Following The machine learning and artificial intelligence conference for developers, data scientists and analysts.
UCL MechEng @uclmecheng
2K Followers 859 Following UCL Mechanical Engineering, a department of @uclengineering faculty @ucl. Follow UCL’s official Twitter channel @ucl.
Robotics-worldwide @RASworldwide
1K Followers 39 Following Advertise for #research #jobs, #meetings, #conferences in #Robotics and #AutonomousSystems - serving the #robotics #community - #worldwide
UCL Soft Haptics and ... @SoftHaptics
935 Followers 152 Following @UCL Lab focussing on #Haptics #SoftRobotics #Robotics to dramatically innovate and transform #healthcare and #HRI - contact Prof @H_Wurdemann
AILEPHANT @ailephant
16 Followers 90 Following Helping founders and teams use AI where it actually creates value. Roadmaps, workflows, automations, agents.
HARMS Lab @HARMS_Lab
211 Followers 114 Following HARMS Lab: Human-centred Automation, Robotics and Monitoring for Surgery Department of Surgery and Cancer, The Hamlyn Centre, Imperial College London
Stefan Leutenegger @StefanLeuteneg1
2K Followers 159 Following Robotics researcher and tech entrepreneur
Ferdinando @fmryb
181 Followers 111 Following
EDEN2020eu @eden2020eu
250 Followers 192 Following Twitter account for the @horizon2020 project Enhanced Delivery Ecosystem for Neurosurgery in 2020. #neurosurgical #roboticsYou might like
