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Deep Learning-Based Parameter Mapping for Joint Relaxation and Diffusion Tensor MR Fingerprinting
Proceedings of Machine Learning Research1{16, 2020 Full Paper { MIDL 2020 submission Deep learning-based parameter mapping for joint relaxation and diffusion tensor MR Fingerprinting Carolin M. Pirkl∗1;2 [email protected] Pedro A. Gmez∗1 [email protected] Ilona Lipp3;4;5 [email protected] Guido Buonincontri6;7 [email protected] Miguel Molina-Romero1 [email protected] Anjany Sekuboyina1;8 [email protected] Diana Waldmannstetter1 [email protected] Jonathan Dannenberg2;9 [email protected] Sebastian Endt1;2 [email protected] Alberto Merola3;5 [email protected] Joseph R. Whittaker3;10 [email protected] Valentina Tomassini3;4;11 [email protected] Michela Tosetti6;7 [email protected] Derek K. Jones3;12 [email protected] Bjoern H. Menzey1;13;14 [email protected] Marion I. Menzely2;9 [email protected] 1Department of Informatics, Technical University of Munich, Garching, Germany 2GE Healthcare, Munich, Germany 3Cardiff University Brain Research Imaging Centre (CUBRIC), Cardiff University School of Psy- chology, Cardiff, United Kingdom 4Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, United Kingdom 5Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany 6Fondazione Imago7, Pisa, Italy 7IRCCS Fondazione Stella Maris, Pisa, Italy 8Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany 9Department of Physics, Technical University of Munich, Garching, -
Location Guide Accessible from All Parts of Britain
Map 1 United Kingdom Map 2 University and City Centre University Hall Student Residence/ AB CD EF GH 29 TO BRISTOL, L ONDON Conference Centre M4 M4 Map 3 6 30 6 A48(M) CASTLETON Leave the A48 at A 4 Llanedeyrn Interchange, 7 29a 0 sign-posted to Docks M4 and Cardiff East, A UE NOR TH 4 N LL ANISHEN AVE A4161. At the EDINBURG H 6 D SEA 32 N A RHIWBINA 9 R O M4 TE R ST MELLONS MARSHFIELD roundabout, take the A S T 4 A CARDIFF EAS T R exit sign-posted 7 E PARK & RIDE O NEWCASTLE 0 LL ANRUMP NEY UPON TYN E 5 W 5 Llanedeyrn and, at the BELFAST 8 V E N 4 A N WHITCHURCH Y next roundabout take O CYNCOED A E R SCHOOL N T M 7 H U the first exit sign-posted BAL L R 8 N R ROAD A 4 O L 4 Cyncoed. Follow the LLANRUMNEY L IRISH SEA LEED S A ROA TH PEN -Y- LA N B D SPOR TS PARK COMPLEX road up the hill to a set LIVERPOOL MAP 5 EASTERN A GABALF A MAP 3 LEISURE of traffic lights. Turn MANCHESTER 41 MAP 4 CENTRE 1 INTERCHANGE right at the lights into 9 LLANEDEYR N 2 INTERCHANG E Cyncoed Road. Take the LL ANDAFF E U BIRMINGHA M NOR TH A4 N third turning left into TO J34 M4 A 8 E 4 E EASTERN AV 4 LLANTRIS AN T U 21 4 4 98 A Tyˆ Gwyn Road and N 7 A 4 A470 0 4 2 RUMNEY M5 0 LL ANDAFF E 5 6 32 M5 V 9 approximately A 65 CA THA YS ROA TH M4 M4 LONDO N 90 N 100 metres on the right R 7 E A D CARDIFF BRISTO L T 8 469 hand side, turn into S 12 A F AIR WA TER WE 13 O 8 BUTE 17 PORT R Birchwood Lane and 4 22 W M5 A P ARK 46 E SOUTHAMPTO N N enter the main gate. -
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This is an Open Access document downloaded from ORCA, Cardiff University's institutional repository: http://orca.cf.ac.uk/100145/ This is the author’s version of a work that was submitted to / accepted for publication. Citation for final published version: Dimitriadis, Stavros 2017. A high performing EEG approach for the automated scoring of the sleep stages of neonates. Clinical Neurophysiology 128 (6) , pp. 1039-1040. 10.1016/j.clinph.2017.04.001 file Publishers page: http://dx.doi.org/10.1016/j.clinph.2017.04.001 <http://dx.doi.org/10.1016/j.clinph.2017.04.001> Please note: Changes made as a result of publishing processes such as copy-editing, formatting and page numbers may not be reflected in this version. For the definitive version of this publication, please refer to the published source. You are advised to consult the publisher’s version if you wish to cite this paper. This version is being made available in accordance with publisher policies. See http://orca.cf.ac.uk/policies.html for usage policies. Copyright and moral rights for publications made available in ORCA are retained by the copyright holders. A High Performing EEG Approach for the Automated Scoring of the Sleep Stages of Neonates DIMITRIADIS Stavros I.1,2,3,4 1Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK 2 School of Psychology, Cardiff University School of Medicine, Cardiff, UK 3Cardiff University Brain Research Imaging Center (CUBRIC), School of Psychology, Cardiff University, Cardiff, UK 4Neuroinformatics Group, (CUBRIC), School of Psychology, Cardiff University, Cardiff, UK *Corresponding author: Dr. -
White Matter Abnormalities Across Different Epilepsy Syndromes in Adults: an ENIGMA Epilepsy Study
bioRxiv preprint doi: https://doi.org/10.1101/2019.12.19.883405; this version posted December 20, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-ND 4.0 International license. Title page Title: White matter abnormalities across different epilepsy syndromes in adults: an ENIGMA Epilepsy study Short Title: White matter across epilepsy syndromes Authors Sean N Hatton1, Khoa H Huynh2, Leonardo Bonilha3, Eugenio Abela4, Saud Alhusaini5,6, Andre Altmann7, Marina KM Alvim8, Akshara R Balachandra9,10, Emanuele Bartolini11,12, Benjamin Bender13, Neda Bernasconi14, Andrea Bernasconi14, Boris Bernhardt15, Núria Bargallo16, Benoit Caldairou17, Maria Eugenia Caligiuri18, Sarah JA Carr19, Gianpiero L Cavalleri20,21, Fernando Cendes8, Luis Concha22, Esmaeil Davoodi-bojd23, Patricia M Desmond24, Orrin Devinsky25, Colin P Doherty26,27, Martin Domin28, John S Duncan29,30, Niels K Focke31,32, Sonya F Foley33, Antonio Gambardella34,18, Ezequiel Gleichgerrcht3, Renzo Guerrini11, Khalid Hamandi35,36, Akaria Ishikawa8, Simon S Keller37,38, Peter V Kochunov39, RaviteJa Kotikalapudi40, Barbara AK Kreilkamp41,42, Patrick Kwan43,44, Angelo Labate34,18, Soenke Langner45,46, Matteo Lenge11,47 , Min Liu48, Elaine Lui49,24, Pascal Martin50, Mario Mascalchi51, José CV Moreira8, Marcia E Morita-Sherman8,52, Terence J O'Brien43,44,53, Heath R Pardoe54, José C Pariente16, Letícia F Ribeiro8, Mark P Richardson55, -
School of Psychology Postgraduate Programmes
School of Psychology Postgraduate Programmes www.cardiff.ac.uk/psychology www.cardiff.ac.uk/psychology 1 Welcome Contents Choose Cardiff 2 About the School 4 Our research 6 Our programmes 8 • MSc Children’s Psychological Disorders 10 • MSc Neuroimaging: Methods Ranked 4th and Applications 12 in the UK Research- Home to one of • MSc Psychology 14 active staff Europe’s top • PgDip/PgCert Cognitive and and 44th in brain imaging Behavioural Therapies 16 the world for involved in • MSc/PgDip course design facilities Social Science Research 18 Psychology (Cardiff University Brain Research • Postgraduate Research (Times Higher Education World and delivery Imaging Centre) programmes 20 University Rankings 2020) • PhD Psychology 22 • DClinPsy Clinical Psychology 24 • DEdPsy Educational Psychology 26 100% of our Cardiff: a capital city 28 Our research submitted research A varied and Why Cardiff University? 29 was ranked rated at least of carefully Entry requirements 30 Next steps 31 2nd in the international standard selected latest Research with 92% classed suite of Excellence as “internationally postgraduate Framework (REF) excellent” or programmes (REF 2014) “world-leading” Front cover image: A scan of a human brain at the Cardiff University Brain Research Imaging Centre (CUBRIC) using Europe’s most powerful MRI scanner – the Magnetom Skyra Connectom 3T. 2 www.cardiff.ac.uk/psychology 1 Choose Cardiff The School of Psychology at Cardiff is a stimulating and rewarding place to study and it gives me great pleasure to welcome you. Cardiff is a vibrant, growing capital city Students who are studying at the surrounded by outstanding natural School of Psychology not only enjoy beauty. -
Guide for International Students 2010
2866 Cardiff Uni Int Students new4:Layout 1 17/3/10 14:36 Page 2 Guide for International Students 2010 www.cardiff.ac.uk/international 2866 Cardiff Uni Int Students new4:Layout 1 17/3/10 14:36 Page 3 Welcome to your Induction Programme! We understand that arriving in a new place can be a daunting prospect. Even if the UK itself is not a completely new experience to you, we recognise that coming to study here will be a challenging and exciting experience for you. At Cardiff, we take great care to ensure your smooth arrival and help you to settle in to your new way of life in the University and local community. Wednesday 22 and Thursday Free Pick-up from If you want to use the Coach Collection 23 September Free Coach Cardiff Airport Service make sure your flight arrives before 15.00 on Wednesday 22 or There is also a free mini-bus and Collection Service from Thursday 23 September. Please let us taxi service for international students Heathrow know your arrival time and date by from Cardiff Airport on both days Make your arrival to the UK as easy as completing the coach collection form from 1000 – 1700. possible by making use of the FREE coach online . Please let us know your arrival collection service from Heathrow Airport. time and date by completing the coach Coaches are scheduled to pick up from collection form online at: Heathrow 0800 - 1500 on both days. www.cardiff.ac.uk/international/arrive Make your stay at Cardiff rewarding and enjoyable: come and join us in all the induction events arranged for when you first arrive in Cardiff from Friday 24 September – Sunday 3 October. -
United Kingdom
MAY 2017 UNITED KINGDOM SUPERFAST CORNWALL ERDF: EUR 65 551 300 - Cornwall, UK - Sector: digital connectivity The Superfast Cornwall project is the largest single European invest- ment in broadband infrastructure to date. Following a pilot scheme in early 2011, it has already brought superfast broadband to over 15 000 customers. The investment is expected to create 4000 new jobs, protect a further 2000, and make Cornwall and the Isles of Scilly one of the best-connected places in the world. WOMEN’S INTERNATIONAL CENTRE FOR ECONOMIC DEVELOPMENT (WICED) ERDF : GBP 2.466 million – 04/2009 – 03/2013 Liverpool, UK - Sector: business support The Women’s International Centre for Economic Development (WICED) provides a high-quality business environment for women-led small business and enterprises through the provision of incubation units and hot desks. Managed by the Women’s Organisation, and sup- ported by GBP 2.4 million, the facility in Liverpool includes space for 70 women’s enterprises which enables entrepreneurship and small businesses to prosper. It also assists enterprises to start, grow, main- tain and improve performance, all helping to create and safeguard local jobs and boost local growth. The Centre has supported the start of 486 new women-led businesses and growth support to 3787 women. The building also houses an international research hub which provides access to research information and international links with other female entrepreneurs on a global scale. SER CYMRU II (SMART SPECIALISATION EXAMPLE) ERDF: EUR 10 000 0000 - East Wales, EUR 18 342 853 - West Wales – 11/2015 – 01/2023 Sector: research and innovation The project concerns a fellowship scheme forming part of the Chief Scientific Adviser for Wales’ strategy to build research capacity in Wales. -
Location Guide Accessible from All Parts of Britain
Routes to Cardiff Cardiff University By Road (£3.00 per person). See Map 2 for “One of the top teaching and experience we believe should be open Cardiff is served by the M4 and is easily location. Car parking in the University research institutions in the UK. to all, encouraging students from the Location Guide accessible from all parts of Britain. From car parks is extremely limited and a It has excellent facilities, often most deprived areas to apply and permit is required. However, there are succeed on Cardiff courses. the south west, take the M5 and from magnificent buildings, great several public car parks located close to When they arrive in Cardiff, our the south of England, follow major social and sporting facilities, 2013 A-roads to the M4. From Scotland, the University, all of which are marked students benefit from a stimulating the north of England and the Midlands, on Map 4. There is also pay and display wrapped up in a vibrant, cultural study environment, research-led travel via the M50 to the M4. car parking available on Park Place and city centre.” teaching and interaction with within the civic centre (along College academics working at the frontiers of Travelling east on the M4 . Leave the Road, City Hall Road, King Edward VII Sunday Times Good University Guide knowledge in their field. motorway at Junction 32, follow the Avenue and Museum Avenue). This Cardiff University is about the freedom As a major higher education provider for A470, sign-posted City Centre. typically costs around £3.50 for two to explore, to learn and to discover. -
Title: a Review of the Perceptual and Attentional-Executive Characteristics of Dementia with Lewy Bodies Relative to Alzheimer A
Title: A review of the perceptual and attentional-executive characteristics of dementia with Lewy bodies relative to Alzheimer’s and Parkinson’s disease Authors: Lauren Revie 1, Anthony Bayer 2, Christoph Teufel1, Claudia Metzler-Baddeley1 Affiliation: 1Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, Maindy Road, Cardiff, CF24 4HQ 2University Hospital Llandough, Penlan Road, Penarth, Cardiff, CF64 2XX Corresponding author: Lauren Revie Cardiff University Brain Research Imaging Centre (CUBRIC) Maindy Road Cardiff Wales United Kingdom CF24 4HQ [email protected] Declaration of interest: The authors have no declaration of interest to declare. Funding: This work was funded by the School of Psychology Open Competition Studentship, Cardiff University, awarded to LR as part of a doctoral programme of study. 1 Abstract Dementia with Lewy bodies (DLB) is the second most prevalent neurodegenerative dementia disorder, after Alzheimer’s disease (AD). DLB is characterised clinically by cognitive fluctuations, visual hallucinations, rapid-eye-movement sleep behaviour disorder, and Parkinsonism. Differentiating DLB from AD and related disorders of Parkinson’s disease (PD) and Parkinson’s disease with dementia (PDD) can be difficult at early disease stages due to overlapping clinical and pathological features. Nevertheless, it has been shown that visuoperceptual, attention and executive deficits, relative to memory impairments, are especially prominent in the early stages of DLB compared with AD or PD. The importance of these impairments is reflected in the recent revision of the diagnostic consensus guidelines of DLB. As the last reviews of cognitive impairments in DLB were conducted over a decade ago (Collerton, Burn, McKeith & O’Brien, 2003; Metzler-Baddeley, 2007; Ralph, 2001), we provide an up-to-date review of the literature into perceptual and attention- executive functions in DLB. -
Cognitive Testing for Dementia Diagnosis
Mental Health research @ Cardiff University Strong focus on integrated, multilevel mechanistic understanding based on inter-disciplinarity Driven by human genetics, aimed to deliver knowledge spanning from “synapse to society” MRC Centre for Neuropsychiatric genetics and genomics MRC Dementia Research Neuroscience and Mental Institute (DRI) Health Research Institute Translation Research (NMHRI) Centre Medicine Psychology CU Brain Imaging Biosciences CU Centre for Human Centre (CUBRIC) Social Sciences Developmental Science (CUCHDS) Social Sciences Research Park (SPARK) Ranked 2nd in REF2104 for Psychology, Psychiatry & Neuroscience; 5th University REF overall Childhood and adolescent mental health 1. Attentional deficit hyperactivity disorder (ADHD) ADHD is the most common childhood neurodevelopmental disorder, affecting 3-5% of children worldwide. Stephan Collishaw and Anita Thapar have shown that genetic, medical and family factors are risks for adverse outcomes, but we need to understand risk and resilience to ADHD. Project: Compare biological and social risk/protective factors between UK and South African cohorts to develop prediction methods to optimize outcomes for children with ADHD. 2. Removing barriers to de-institutionalisation Estimated 8 million children grow up in institutional care worldwide (UNICEF, 2009), research show this increases risk of child mental health conditions. Katherine Shelton, in partnership with Hope and Homes for Children, has shown that national attitudes towards vulnerable children influences how services are developed and deployed. Project: Assessment of local obstacles to de-institutionalisation in South Africa, enabling children to remain with their families or be raised in small community-based alternatives. Psychiatric disorders Investigating relapse signatures for psychosis in different cultural settings Jeremy Hall and James Walters have shown that there is considerable variation in the incidence, course and outcome of schizophrenia between different cultures and geographical regions. -
38Ain Gynhadledd Faledi Ryngwladol Caerdydd, Cymru : 28 Gorffennaf – 2 Awst 2008
38ain Gynhadledd Faledi Ryngwladol Caerdydd, Cymru : 28 Gorffennaf – 2 Awst 2008 38th International Ballad Conference Cardiff, Wales : 28 July – 2 August 2008 Rhaglen y Gynhadledd / Conference Programme LLUN / MONDAY, 28/07/08 15.30–19.30 Arrival and Conference Registration (Registration is in the Coffee Shop, Humanities Building, Colum Drive Campus, Cardiff University) 17.00-19.30 Evening Meal (personal arrangements) 19.30 INTRODUCTION TO CARDIFF by Owen John Thomas (former Member of the National Assembly for Wales) In the Council Chamber, Cardiff University’s Main Building, Cathays Park, followed by a walking tour of the city centre – weather permitting! TUESDAY / MAWRTH, 29/07/08 8.15-9.00 Registration (in the Coffee Shop, Humanities Building, Colum Drive Campus, Cardiff University) 9.00-9.30 OFFICIAL OPENING OF THE CONFERENCE Professor Sioned Davies (Professor of Welsh, Cardiff University) The Right Honourable Rhodri Morgan, AM (First Minister for Wales) Professor Sabine Wienker-Piepho (President, Kommision für Volksdichtung) 9.30-10.30 INAUGURAL LECTURE (Room 2.01 in the Humanities Building) ‘The World of the Welsh Ballad’ by Professor Prys Morgan (President of the Honourable Society of Cymmrodorion) 10-30-11.00 Refreshments PAPER SESSION 1a (Room 2.01): Chair: David Atkinson 11.00-11.30 Martin Graebe (England) Sabine’s Women: Sabine Baring-Gould and the Collection of Songs by and from Women in Devon and Cornwall 11.30-12.00 Fiona-Jane Brown (Scotland) ‘The Fishermen Hung the Monkey-O’: A Comic Ballad and Its Implications for Cultural -
Pioneers of Connectome Gradients Ralph Kimmlingen Siemens Healthineers, HC DI MR TR R&D-PL, Erlangen, Germany
122 Technology MAGNETOM Flash (68) 2/2017 www.siemens.com/magnetom-world Pioneers of Connectome Gradients Ralph Kimmlingen Siemens Healthineers, HC DI MR TR R&D-PL, Erlangen, Germany anatomical and neural-tracing techniques, mammalian Abstract brains like that of mice or primates are still under investigation. These methods are capable of an in-plane A typical human brain contains 100 billion neurons resolution of 40 µm [6, 7]. which have about 10,000 individual connections with their neighbors. Being able to map structural and New non-invasive imaging methods which enable the functional connectivity of an individual brain could be study of brain connectivity of living humans have been a first step on a new way of understanding and developed since the beginning of this century. They are diagnosing mental illnesses. Continuous known as MR Imaging of anisotropic diffusion of water improvements on noninvasive magnetic resonance in the brain, and resting state fMRI [8–10]. The related imaging (MRI) methods like functional MRI, resting- advances in imaging technologies and data evaluation state MRI, and diffusion MRI enable this information are empowering us today to study the human brain as an (connectomics) to be obtained for the first time on a entire organ. large human databasis. A key parameter is the A group known as ‘Blueprint for Neuroscience Research’, available gradient field strength for diffusion-sensitive a collaboration among 15 National Institutes of Health MRI sequences [1–3]. Siemens MR has developed two (NIH) in Bethesda, Maryland, USA, decided in 2009 to fund powerful prototype gradient systems for this purpose, a five-year initiative for mapping the brain’s long-distance which have been employed at five different locations communications network.