MIDL Submissions

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Spatial Prior
Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguan Ding, Marinko V. Sarunic, Mirza Faisal Beg
- 25 Jan 2020 (modified: 10 Jul 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Enhancing Foreground Boundaries for Medical Image Segmentation
Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Andriy Myronenko, Daguang Xu
- 25 Jan 2020 (modified: 09 Jul 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Medical Image Segmentation via Unsupervised Convolutional Neural Network
Junyu Chen, Eric C. Frey
- 25 Jan 2020 (modified: 06 Jul 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Segmentation
Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
- 25 Jan 2020 (modified: 02 Jul 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Laplacian pyramid-based complex neural network learning for fast MR imaging
Haoyun Liang, Yu Gong, Hoel Kervadec, Jing Yuan, Hairong Zheng, Shanshan Wang
- 25 Jan 2020 (modified: 01 Jul 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Automatic segmentation of stroke lesions in non-contrast computed tomography with convolutional neural networks
Anup Tuladhar, Serena Schimert, Deepthi Rajashekar, Helge C. Kniep, Jens Fiehler, Nils D. Forkert
- 25 Jan 2020 (modified: 30 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Priority Unet: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography
ERBACHER Pierre, LARTIZIEN Carole, MARTIN Matthieu, FOLLETO PIMENTA Pedro, QUETIN Philippe, DELACHARTRE Philippe
- 25 Jan 2020 (modified: 30 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Assessing the validity of saliency maps for abnormality localization in medical imaging
Nishanth Thumbavanam Arun, Nathan Gaw, Praveer Singh, Ken Chang, Katharina Viktoria Hoebel, Jay Patel, Mishka Gidwani, Jayashree Kalpathy-Cramer
- 25 Jan 2020 (modified: 29 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives
Darvin Yi, Endre Grøvik, Michael Iv, Elizabeth Tong, Greg Zaharchuk, Daniel Rubin
- 25 Jan 2020 (modified: 28 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Using Generative Models for Pediatric wbMRI
Alex Chang, Vinith M. Suriyakumar, Abhishek Moturu, Nipaporn Tewattanarat, Andrea Doria, Anna Goldenberg
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
A Deep Learning based Fast Signed Distance Map Generation
Zihao Wang, Clair Vandersteen, Thomas Demarcy, Dan Gnansia, Charles Raffaelli, Nicolas Guevara, Hervé Delingette
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks
Richard Du, Varut Vardhanabhuti
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Anatomical Predictions using Subject-Specific Medical Data
Marianne Rakic, John Guttag, Adrian V. Dalca
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification
Devanshu Arya, Richard Olij, Deepak K. Gupta, Ahmed El Gazzar, Guido van Wingen, Marcel Worring, Rajat Mani Thomas
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Addressing The False Negative Problem of MRI Reconstruction Networks by Adversarial Attacks and Robust Training
Kaiyang Cheng, Francesco Calivá, Rutwik Shah, Misung Han, Sharmila Majumdar, Valentina Pedoia
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
Jun Ma, Zhan Wei, Yiwen Zhang, Yixin Wang, Rongfei Lv, Cheng Zhu, Gaoxiang Chen, Jianan Liu, Chao Peng, Lei Wang, Yunpeng Wang, Jianan Chen
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Low-dose CT Enhancement Network with a Perceptual Loss Function in the Spatial Frequency and Image Domains
Kevin J. Chung, Roberto Souza, Richard Frayne, Ting-Yim Lee
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Deblurring for spiral real-time MRI using convolutional neural networks
Yongwan Lim, Shrikanth Narayanan, Krishna Nayak
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation
Francesco Caliva', Rutwik Shah, Upasana Upadhyay Bharadwaj, Sharmila Majumdar, Peder Larson, Valentina Pedoia
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation
Nhat M. Nguyen, Nilanjan Ray
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Multiple resolution residual network for automatic thoracic organs-at-risk segmentation from CT
Hyemin Um, Jue Jiang, Maria Thor, Andreas Rimner, Leo Luo, Joseph O. Deasy, Harini Veeraraghavan
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
A Fully Convolutional Normalization Approach of Head and Neck Cancer Outcome Prediction
William Le, Francisco Perdigón Romero, Samuel Kadoury
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Overview of Scanner Invariant Representations
Daniel Moyer, Greg ver Steeg, Paul M. Thompson
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Deep Reinforcement Learning for Organ Localization in CT
Fernando Navarro, Anjany Sekuboyina, Diana Waldmannstetter, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone
Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations
Padmaja Jonnalagedda, Brent Weinberg, Jason Allen, Bir Bhanu
- 25 Jan 2020 (modified: 27 Jun 2020)
- MIDL 2020 Conference Blind Submission
- Readers: Everyone