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MIDL Submissions
RadBot-CXR: Classification of Four Clinical Finding Categories in Chest X-Ray Using Deep Learning
Chen Brestel
,
Ran Shadmi
,
Itamar Tamir
,
Michal Cohen-Sfaty
,
Eldad Elnekave
18 Feb 2018 (modified: 22 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images
Priya Lakshmi Narayanan
,
Andrew Dodson
,
Barry Gusterson
,
Mitchell Dowsett
,
Yinyin Yuan
11 Apr 2018 (modified: 19 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Cascaded Transforming Multi-task Networks For Abdominal Biometric Estimation from Ultrasound
Matthew D. Sinclair
,
Juan Cerrolaza Martinez
,
Emily Skelton
,
Yuanwei Li
,
Christian F. Baumgartner
,
Wenjia Bai
,
Jacqueline Matthew
,
Caroline L. Knight
,
Sandra Smith
,
Jo Hajnal
,
Andrew P. King
,
Bernhard Kainz
,
Daniel Rueckert
11 Apr 2018 (modified: 14 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Predicting Lesion Growth and Patient Survival in Colorectal Cancer Patients using Deep Neural Networks
Alexander Katzmann
,
Alexander Muehlberg
,
Michael Suehling
,
Dominik Noerenberg
,
Julian Walter Holch
,
Volker Heinemann
,
Horst-Michael Gross
11 Apr 2018 (modified: 13 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Evaluating Reinforcement Learning Agents for Anatomical Landmark Detection
Amir Alansary
,
Ozan Oktay
,
Yuanwei Li
,
Loic Le Folgoc
,
Benjamin Hou
,
Ghislain Vaillant
,
Ben Glocker
,
Bernhard Kainz
,
Daniel Rueckert
11 Apr 2018 (modified: 13 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection
Jo Schlemper
,
Ozan Oktay
,
Liang Chen
,
Jacqueline Matthew
,
Caroline Knight
,
Bernhard Kainz
,
Ben Glocker
,
Daniel Rueckert
11 Apr 2018 (modified: 13 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Size-constraint loss for weakly supervised CNN segmentation
Hoel Kervadec
,
Jose Dolz
,
Meng Tang
,
Eric Granger
,
Yuri Boykov
,
Ismail Ben Ayed
11 Apr 2018 (modified: 12 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Predictive Image Regression for Longitudinal Studies with Missing Data
Sharmin Pathan
,
Yi Hong
11 Apr 2018 (modified: 12 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Monte-Carlo Sampling applied to Multiple Instance Learning for Whole Slide Image Classification
Marc Combalia
,
Verónica Vilaplana
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Abstract Submission
Readers:
Everyone
Capsules for Object Segmentation
Rodney LaLonde
,
Ulas Bagci
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Recurrent Inference Machines for Accelerated MRI Reconstruction
Kai Lønning
,
Patrick Putzky
,
Matthan W. A. Caan
,
Max Welling
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
OBELISK - One Kernel to Solve Nearly Everything: Unified 3D Binary Convolutions for Image Analysis
Mattias P. Heinrich
,
Ozan Oktay
,
Nassim Bouteldja
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Iteratively unveiling new regions of interest in Deep Learning models
Florian Bordes
,
Tess Berthier
,
Lisa Di Jorio
,
Pascal Vincent
,
Yoshua Bengio
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Abstract Submission
Readers:
Everyone
Improving Data Augmentation for Medical Image Segmentation
Zach Eaton-Rosen
,
Felix Bragman
,
Sebastien Ourselin
,
M. Jorge Cardoso
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Abstract Submission
Readers:
Everyone
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Mauricio Orbes-Arteaga
,
Lauge Sørensen
,
Marc Modat
,
M. Jorge Cardoso
,
Sébastien Ourselin
,
Mads Nielsen
,
Akshay Pai.
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Quality control in radiotherapy-treatment planning using multi-task learning and uncertainty estimation
Felix J.S. Bragman
,
Ryutaro Tanno
,
Zach Eaton-Rosen
,
Wenqi Li
,
David J. Hawkes
,
Sebastien Ourselin
,
Daniel C. Alexander
,
Jamie R. McClelland
,
M. Jorge Cardoso
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Abstract Submission
Readers:
Everyone
Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders
Xiaoran Chen
,
Ender Konukoglu
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Automatic multi-organ segmentation in dual energy CT using 3D fully convolutional network
Shuqing Chen
,
Xia Zhong
,
Shiyang Hu
,
Sabrina Dorn
,
Marc Kachelriess
,
Michael Lell
,
Andreas Maier
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Improving weakly-supervised lesion localization with iterative saliency map refinement
Cristina González-Gonzalo
,
Bart Liefers
,
Bram van Ginneken
,
Clara I. Sánchez
11 Apr 2018 (modified: 11 Jun 2018)
MIDL 2018 Abstract Submission
Readers:
Everyone
Regularized siamese neural network for unsupervised outlier detection on brain multiparametric magnetic resonance imaging: application to epilepsy lesion screening
Zara Alaverdyan
,
Julien Jung
,
Romain Bouet
,
Carole Lartizien
11 Apr 2018 (modified: 10 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Improved Semantic Segmentation for Histopathology using Rotation Equivariant Convolutional Networks
Jim Winkens
,
Jasper Linmans
,
Bastiaan S. Veeling
,
Taco S. Cohen
,
Max Welling
11 Apr 2018 (modified: 10 Jun 2018)
MIDL 2018 Abstract Submission
Readers:
Everyone
Test-time Data Augmentation for Estimation of Heteroscedastic Aleatoric Uncertainty in Deep Neural Networks
Murat Seckin Ayhan
,
Philipp Berens
11 Apr 2018 (modified: 10 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Cancer Metastasis Detection With Neural Conditional Random Field
Yi Li
,
Wei Ping
11 Apr 2018 (modified: 10 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Unsupervised deformable image registration with fully connected generative neural network
Ameneh Sheikhjafari
,
Michelle Noga
,
Kumaradevan Punithakumar
,
Nilanjan Ray
11 Apr 2018 (modified: 09 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
Towards Deep Cellular Phenotyping in Placental Histology
Michael Ferlaino
,
Craig A. Glastonbury
,
Carolina Motta-Mejia
,
Manu Vatish
,
Ingrid Granne
,
Stephen Kennedy
,
Cecilia M. Lindgren
,
Christoffer Nellaker
09 Apr 2018 (modified: 09 Jun 2018)
MIDL 2018 Conference Submission
Readers:
Everyone
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