MIDL 2021 Conference Submissions

comBat versus cycleGAN for multi-center MR images harmonization
Stenzel Cackowski, Emmanuel Luc Barbier, Michel Dojat, Thomas Christen
- 17 Feb 2021 (modified: 16 May 2023)
- Submitted to MIDL 2021
- Readers: Everyone
An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs
Dominik Mairhöfer, Manuel Laufer, Paul Martin Simon, Malte Sieren, Arpad Bischof, Thomas Käster, Erhardt Barth, Jörg Barkhausen, Thomas Martinetz
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Understanding and Visualizing Generalization in UNets
Abhejit Rajagopal, Vamshi Chowdary Madala, Thomas A Hope, Peder Larson
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification
Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald Brown
- Published: 31 Mar 2021, Last Modified: 26 Mar 2024
- MIDL 2021
- Readers: Everyone
Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal $\beta$-Amyloid Data
Md Asadullah Turja, Guorong Wu, Defu Yang, Martin Andreas Styner
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Membership Inference Attacks on Deep Regression Models for Neuroimaging
Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul Thompson, Jose Luis Ambite, Greg Ver Steeg
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder
Pauline Mouches, Matthias Wilms, Deepthi Rajashekar, Sonke Langner, Nils Forkert
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification
Juan Carlos Prieto, Hina Shah, Kasey Jones, Robert F Chew, Hashiya M. Kana, Jerusha Weaver, Rebecca M. Flueckiger, Scott McPherson, Emily W. Gower
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations
Niharika Shimona Dsouza, Mary Beth Nebel, Deana Crocetti, Joshua Robinson, Stewart Mostofsky, Archana Venkataraman
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking
Louis van Harten, Catharina de Jonge, Jaap Stoker, Ivana Isgum
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Fully-Automated Multi-View Classification for Lesion Interpretation in Mammography
Diogo Lourenço Cortez, Carlos Santiago, Jacinto Nascimento
- Published: 16 May 2023, Last Modified: 16 May 2023
- Submitted to MIDL 2021
- Readers: Everyone
Beyond pixel-wise supervision: semantic segmentation with higher-order shape descriptors
Hoel Kervadec, Houda Bahig, Laurent Letourneau-Guillon, Jose Dolz, Ismail Ben Ayed
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
AxonNet: A Self-supervised Deep Neural Network for Intravoxel Structure Estimation from DW-MRI
Hanna Paola Ehrlich-Lopez, Mariano Rivera
- Published: 16 May 2023, Last Modified: 16 May 2023
- Submitted to MIDL 2021
- Readers: Everyone
Embedding-based Instance Segmentation in Microscopy
Manan Lalit, Pavel Tomancak, Florian Jug
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss
Chao Feng, Chad Vanderbilt, Thomas Fuchs
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Amit Gupta, Chao Chen, Joel Saltz, Prateek Prasanna
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior
Jannis Hagenah, Floris Ernst
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Localizing neurosurgical instruments across domains and in the wild
Markus Philipp, Anna Alperovich, Marielena Gutt-Will, Andrea Mathis, Stefan Saur, Andreas Raabe, Franziska Mathis-Ullrich
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Feature-based image registration in structured light endoscopy
Andreas M Kist, Julian Zilker, Michael Döllinger, Marion Semmler
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
An MRF-UNet Product of Experts for Image Segmentation
Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
- Published: 31 Mar 2021, Last Modified: 26 Mar 2024
- MIDL 2021
- Readers: Everyone
Distill DSM: Computationally efficient method for segmentation of medical imaging volumes
Harsh Maheshwari, Vidit Goel, Ramanathan Sethuraman, Debdoot Sheet
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation
Rosana EL Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping
Carolin Pirkl, Matteo Cencini, Jan W. Kurzawski, Diana Waldmannstetter, Hongwei Li, Anjany Sekuboyina, Sebastian Endt, Luca Peretti, Graziella Donatelli, Rosa Pasquariello, Michela Tosetti, Mauro Costagli, Guido Buonincontri, Marion Menzel, bjoern menze
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
How few annotations are needed for segmentation using a multi-planar U-Net?
William Michael Laprade, Mathias Perslev, Jon Sporring
- 10 Feb 2021 (modified: 16 May 2023)
- Submitted to MIDL 2021
- Readers: Everyone