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Training School – Artificial Intelligence in Neuro-Oncology

Training School – Artificial Intelligence in Neuro-Oncology

25 - 27 July 2022 University College Dublin Ireland
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Radiomics, genomics, artificial intelligence… Not a single neuro-imaging conference without talks within these fields. But how should we interpret these results? How can we use them in our own research? And more importantly, how can these play a role witin the fied of neuro-oncology? GliMR is unites top researchers within these fields to answer these questions.

Join our summer school from 25 to 27 July 2022 in Dublin!

Travel and venue

Check-in details for the UCD accommodation, contact number and travel options from Dublin airport to the UCD campus can be found here.

Training school

George Moore Auditorium, O’ Brien Centre for Science, UCD

Accomodation

UCD Village.

Getting hungry?

UCD Main Restaurant
Bluebird cafe
Poolside Cafe

Radisson Blu Hotel
Pizza Hut
Domino’s

Program at-a-glance

DAY 1: Monday, 25 July 2022Introduction, Medical Imaging, Radiomics, Genomics, Machine Learning

CHAIR: Dr. Saritha Unnikrishnan

TimeSessionTrainer
08:45-08:50IntroductionDr. Saritha Unnikrishnan (IRL)
08:50 – 9:00Welcome SpeechProf Aoife Ahern (IRL)
09:00-10:00Genomics – Integrating genomics into neuro-oncologyDr. Esin Ozturk Isik (TR)
Zoom session
10:00-11:00Advanced MRI modalities & its applications in Glioma diagnosisProf. Yelda Ozsunar (TR) Zoom Session
11:00-11:15Coffee Break
11:15-12:15Radiogenomics: Molecular subtype prediction with Deep Learning in Glioma (lecture)Golestan Karami (KCL)
Zoom Session
12:15-13:15Lunch Break
13:15-14:15Radiogenomics applied
(Hands-on) – Pyradiomics
Esra Sumer (TR)
14:15-15:15Radiomics in Neuro OncologyDr. Jim O Doherty (US)
Zoom Session
15:15 -15:30Coffee Break
15:30 -16:30The perfect storm for XAI: Digital Twins, AI and visual analyticsProf. Oscar Camara (SP)

DAY 2: Tuesday, 26 July 2022 – Explainable Artificial Intelligence (Advanced)

CHAIR: Dr. Kathleen Curran

TimeSessionTrainer
09:00-10:00The ABCDE of glioma neuroradiology: AI, Biomarkers and the Clinic and Don’t forget ExplainabilityDr. Thomas Booth (KCL)
10:00-11:00MONAI Architecture and its applications in brain imaging diagnosisDr. Jorge Cardoso (KCL)
11:00-11:15Coffee Break
11:15-12:15Brain Tumor Classification & saliency maps (Hands-on MONAI)Dr Richard Brown (UK)
Dr Aaron Kujawa (UK)
Alysha Chelliah (UK)
12:15-13:15Lunch Break
13:15-14:15Importance of Explainable AI in Clinical Translation: Background and implementation in MRI,Implementation and demonstration in Digital PathologyDr. Matthew Grech-Sollars (UK) An Truong (UK)
14:15-15:15Designing inclusive AI, trust and ethicsSuzan Slijpen (NL)
Zoom Session
15:15-15:30Coffee Break
15:30-16:30Data Governance & PrivacyDr. Ulrike Kolch (UCD)

DAY 3: Wednesday, 27 July 2022 – Industry talk/demonstration and Panel Discussion

CHAIR: Dr. John Healy

TimeSessionTrainer
09:00-10:00Brain tumour segmentation (Hands-on MONAI)Dr Richard Brown (UK)
Dr Aaron Kujawa (UK)
Alysha Chelliah (UK)
10:00 – 11:00GE: A general introduction to MR-AI clinical applicationsCarolin Pirkl
Sandeep Kaushik (GE,DE)
Fast quantitative MRI with DL for 3D whole-brain T1, T2, and proton density mapping in clinical glioma MRICarolin Pirkl
Face to face
PseudoCT DL image synthesis from ZTE-MRI for applications in MR-only Radiation Therapy planning, MR bone imaging, and PET/MR attenuation correction Sandeep Kaushik
Zoom Session
11:00-11:15Coffee Break
11:15 – 12:15Philips’ perspective on AI in neuro imaging: from speeding up acquisitions to clinical decision supportDr. Kim van de Ven (NL)
12:15-13:15Lunch Break
13:15 – 14:15Panel discussion (Clinical Translation of AI): industry, radiologists, clinicians, MRI Physicists, AI Engineers, Scientists; Moderator: Dr. Kathleen CurranAmied
Carolin Pirkl
Dr. Kim van de Ven Prof.
Yelda Ozsunar
Dr. Thomas Booth
Prof. Oscar Camara
14:15 – 15:15SiemensDr. Jim O’ Doherty
Zoom Session
15 minsConcluding RemarksOrganizing Committee (John, Saritha and Kathleen, IRL)

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