MIDL 2020 Conference Submissions

Adversarial Domain Adaptation for Cell Segmentation
Mohammad Minhazul Haq, Junzhou Huang
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Domain adaptation model for retinopathy detection from cross-domain OCT images
Jing Wang, Yiwei Chen, Wanyue Li, Wen Kong, Yi He, Chunhui Jiang, Guohua Shi
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks
Wanyue Li, Wen Kong, Yiwei Chen, Jing Wang, Yi He, Guohua Shi, Guohua Deng
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Deep Metric Learning Network using Proxies for Chromosome Classification in Karyotyping Test
Hwejin Jung, Bogyu Park, Seungwoo Hyun, Hanwoong Kim, Jinah Lee, Junseok Seo, Sunyoung Koo, Mina Lee
- 29 Jan 2020 (modified: 05 May 2023)
- Submitted to MIDL 2020
- Readers: Everyone
Fast Mitochondria Detection for Connectomics
Vincent Casser, Kai Kang, Hanspeter Pfister, Daniel Haehn
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Joint Liver Lesion Segmentation and Classification via Transfer Learning
Michal Heker, Hayit Greenspan
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- 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
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Using Generative Models for Pediatric wbMRI
Alex Chang, Vinith M. Suriyakumar, Abhishek Moturu, Nipaporn Tewattanarat, Andrea Doria, Anna Goldenberg
- Published: 18 Apr 2020, Last Modified: 11 Jan 2024
- MIDL 2020
- Readers: Everyone
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis
Pranav Poduval, Hrushikesh Loya, Amit Sethi
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- 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
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning
Chensu Xie, Hassan Muhammad, Chad M. Vanderbilt, Raul Caso, Dig Vijay Kumar Yarlagadda, Gabriele Campanella, Thomas J. Fuchs
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Understanding Alzheimer disease’s structural connectivity through explainable AI
Achraf Essemlali, Etienne St-Onge, Jean Christophe Houde, Pierre Marc Jodoin, Maxime Descoteaux
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention
Logan Gilmour, Nilanjan Ray
- Published: 18 Apr 2020, Last Modified: 26 Mar 2024
- MIDL 2020
- Readers: Everyone
Model Averaging and Augmented Inference for Stable Echocardiography Segmentation using 2D ConvNets
Joshua V. Stough
- 25 Jan 2020 (modified: 05 May 2023)
- Submitted to MIDL 2020
- Readers: Everyone
Exploring Bayesian Deep Learning Uncertainty Measures for Segmentation of New Lesions in Longitudinal MRIs
Nazanin Mohammadi Sepahvand, Raghav Mehta, Douglas Lorne Arnold, Doina Precup, Tal Arbel
- 25 Jan 2020 (modified: 05 May 2023)
- Submitted to MIDL 2020
- Readers: Everyone
A Keypoint-based Morphological Signature for Large-scale Neuroimage Analysis
Laurent Chauvin, Matthew Toews
- 25 Jan 2020 (modified: 05 May 2023)
- Submitted to MIDL 2020
- Readers: Everyone
Overview of Scanner Invariant Representations
Daniel Moyer, Greg ver Steeg, Paul M. Thompson
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Poolability and Transferability in CNN. A Thrifty Approach
Jonathan Kobold, Vincent Vigneron, Hichem Maaref, Elmar Lang, Ana Maria Tomé
- 25 Jan 2020 (modified: 05 May 2023)
- Submitted to MIDL 2020
- Readers: Everyone
Uncertainty Evaluation Metric for Brain Tumour Segmentation
Raghav Mehta, Angelos Filos, Yarin Gal, Tal Arbel
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Training Models 20X Faster in Medical Image Analysis
Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Yan Cheng, Daguang Xu
- 25 Jan 2020 (modified: 05 May 2023)
- Submitted to MIDL 2020
- Readers: Everyone
Enhancing Foreground Boundaries for Medical Image Segmentation
Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Andriy Myronenko, Daguang Xu
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Spine intervertebral disc labeling using a fully convolutional redundant counting model
Lucas Rouhier, Francisco Perdigon Romero, Joseph Paul Cohen, Julien Cohen-Adad
- 25 Jan 2020 (modified: 26 Mar 2024)
- Submitted to MIDL 2020
- Readers: Everyone
Vispi: Automatic Visual Perception and Interpretation of Chest X-rays
Xin Li, Rui Cao, Dongxiao Zhu
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Multitask radiological modality invariant landmark localization using deep reinforcement learning
Vishwa S. Parekh, Alex E. Bocchieri, Vladimir Braverman, Michael A. Jacobs
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone
Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation
Brandon Mac, Alan R. Moody, April Khademi
- Published: 18 Apr 2020, Last Modified: 05 May 2023
- MIDL 2020
- Readers: Everyone