MIDL Submissions

Towards Optimal Classification of Small Volume Medical Imaging Datasets: 2D CNN or 3D CNN in Infant Brain Age Prediction?
Mahdieh Shabanian, Markus Wenzel, Adeel Siddiqui, Hao Chen, John P. DeVincenzo
- 10 Feb 2021 (modified: 24 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
PILLET-GAN: Pixel-Level Lesion Traversal Generative Adversarial Network for Pneumonia Localization
Hyunwoo Kim, Jungjun Kim
- 18 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Class Imbalances in Biopsy Images with Polarized Features
Joseph Vincent Pulido, Donald Brown, Sana Syed
- 18 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Deep Learning on medical images: ill-defined labels can be a good thing
Victor Fornasiero De Paiva, Carlos Arruda Baltazar, Andre Aro Fonseca, Maria Carolina Bueno da Silva, Birajara Soares Machado
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Does contextual information improve 3D U-Net based brain tumor segmentation?
Iulian Emil Tampu, Neda Haj-Hosseini, Anders Eklund
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
CaCL: class-aware codebook learning for weakly supervised segmentation on diffuse image patterns
Ruining Deng, Quan Liu, Shunxing Bao, Adarsh Jha, Catie Chang, Brya A. Millis, Matthew J. Tyska, Yuankai Huo
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
An Improved System for Emphysema Recognition Using CNN features extraction and AdaBoost-Decision Tree classier
MOHAMMED AMMAR, Said Mahmoudi, Amel LADI
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Quantification of Spinal Cord Anomalies using convolutional Autoencoders
Maximilian Ernst Tschuchnig, Dominic Zillner, Pasquale Romanelli, David Hercher, Patrick Heimel, Gertie Janneke Oostingh, Sébastien Coulliard-Després, Michael Gadermayr
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
comBat versus cycleGAN for multi-center MR images harmonization
Stenzel Cackowski, Emmanuel Luc Barbier, Michel Dojat, Thomas Christen
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Mid-Dense Fusion Network for Multi-Modal Brain MRI Segmentation
Wenting Duan, Jordan Colman, Lei Zhang, Giosue Gulli, Xujiong Ye
- 17 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Clinically inspired computer aided diagnosis of melanoma using convolutional neural networks.
Arthur Cartel Foahom Gouabou, Jean-Luc Damoiseaux, Jilliana Monnier, Rabah Iguernaissi, Abdellatif Moudafi, Djamal Merad
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset COVID-19 Diagnosis
Mohammadreza Amirian, Javier A Montoya-Zegarra, A. Selman Bozkir, Marco Calandri, Friedhelm Schwenker, Thilo Stadelmann
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Active Learning for Sparse Cell Segmentation
William Adorno, Aamir Javaid, Philip Fernandes, Sana Syed, Donald Brown
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Medical Image Segmentation using Interactive Refinement
Diksha Goyal, Jianming Liang
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Understanding and Visualizing Generalization UNets
Abhejit Rajagopal, Vamshi Chowdary Madala, Thomas A Hope, Peder Larson
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Deep CNNs for Peripheral Blood Cell Classification
Kaustubh Olpadkar, Ekta Gavas
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Alzheimer's Disease Classification using Vision Transformers
Amirreza Rezvantalab, Samir Mitha, April Khademi
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 11 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- 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
- 10 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone
Untangling the Small Intestine in 4D MRI using Deep Stochastic Tracking
Louis van Harten, Catharina de Jonge, Jaap Stoker, Ivana Isgum
- 10 Feb 2021 (modified: 22 Feb 2021)
- MIDL 2021 Conference Submission
- Readers: Everyone