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29 July - 4 Aug 2018 Favignana, Sicily


Medical Imaging meets Deep Learning



See pictures of previous editions: Set1 - Set2

NEWS


PROGRAMME

Sunday 29 July 2018

Morning and Afternoon

Bus from Palermo Airport to Trapani Harbor

17:00

Bus from Trapani Airport to Trapani Harbor

18:00

Trasfer from Trapani to Favignana

19:00

Welcome at Palazzo Florio at the arrival time (map)

20:00

Monday 30 July 2018

Morning

Registration at the Conference Center - Stabilimento Florio(map)

08:30 - 09:00

Julia Schnabel
Medical Imaging meets Deep Learning: Introduction and Motivation

09:00 - 09:30

Larry Zitnick
The dark ages: Object Recognition before Deep Learning

09:30 - 10:45

Coffee break

10:45 - 11:15

Daniel Rueckert
Introduction into CNNs for medical imaging

11:15 - 12:30

René Vidal
Mathematics of Deep Learning (Part 1)

12:30 - 13:30

Lunch Time

13:30 - 15:00

Afternoon

René Vidal
Mathematics of Deep Learning (Part 2)

15:00 - 16:15

Coffee break

16:15 - 16:45

Julia Schnabel
Reading Group: How to read - shallow versus deep reading

16:45 - 18:15

Tuesday 31 July 2018

Morning

Ender Konukoglu
From random (decision) forests to neural networks

08:30 - 09:30

Sebastien Ourselin
AI in Neuroradiology: precision medicine and the challenges of clinical data

09:30 - 10:45

Coffee break

10:45 - 11:15

Larry Zitnick
A recent history of deep learning and object recognition

11:15 - 13:30

Lunch Time & Reading Groups

13:30 - 15:00

Afternoon

Poster Session 1

15:00 - 16:15

Local Tuna-Based Finger Food and wine tasting during the Poster Session

16:15 - 16:45

Poster Session 2

16:45 - 18:00

Wednesday 01 August 2018

Morning

Thomas Brox
Dense correspondence estimation with deep learning and cross-dataset generalization

08:30 - 10:00

Georg Langs
Unsupervised Learning in Medical Imaging: Discovering Phenotypes and Detecting Anomalies

10:00 - 11:30

Coffee break

11:30 - 12:00

Trevor Darrell
Adaptive and Explainable Deep Learning

12:00 - 13:30

Lunch Time

13:30 - 15:00

Afternoon

Free Time to Study - Networking

15:00

Thursday 02 August 2018

Morning

Julia Schnabel
(Medical) image quality assessment using deep learning

08:30 - 09:30

Ender Konukoglu
Using deep learning as priors in generative models for image analysis

09:30 - 10:45

Coffee break

10:45 - 11:15

Michael Bronstein
Geometric deep learning on graphs and manifolds

11:15 - 13:30

Lunch Time & Reading Groups

13:30 - 15:00

Afternoon

Andrea Vedaldi
Unsupervised, universal and understandable deep learning

15:00 - 16:15

Coffee break

16:15 - 16:45

Daniel Rueckert
Deep Learning for medical image reconstruction, super-resolution and segmentation

16:45 - 18:00

Evening-Night

Guided tour of the Ex Stabilimento Florio (map)

18:00 - 20:30

Buffet Dinner with Dance Music

20:30 - 23:30

Friday 03 August 2018

Morning

Sanja Fidler
Training Deep Networks with Less Manual Annotation

08:30 - 09:45

Kevin Zhou
Deep learning and beyond: medical image recognition, segmentation and parsing

09:45 - 10:45

Coffee break

10:45 - 11:15

René Vidal
Segmental Spatio-Temporal Deep Networks for Discovering the Language of Surgery

11:15 - 12:30

Closing

12:30 - 13:30

Lunch Time

13:30 - 15:00

Afternoon

Free Time to study, to do networking, to swim and to explore Favignana Island

15:00 - 20:00

Evening-Night

Good Bye Meeting with finger food, drinks and local wine at Palazzo Florio

20:00

Saturday 04 August 2018


SCHOOL BUS DEPARTURE FROM


TO

DEPARTURE TIME

ARRIVAL TIME
Favignana Harbor Palermo Airport 8:00 11:30
Favignana Harbor Trapani Airport 8:00 10:30

For more information, send an email to: miss@dmi.unict.it