MIDL 2022 Conference Short Submissions

Two-Year Overall Survival Prediction in Non–Small-Cell Lung Cancer Patients Using Pre-Treatment Computed Tomography Images and Deep Neural Networks: A Multicentric Study
zahra Khodabakhshi, Habib Zaidi, Isaac Shiri, Nicolaus Andratschke, stephanie Tanadini-Lang
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Energy Efficiency of Quantized Neural Networks in Medical Imaging
Priyanshu Sinha, Sai Sreya Tummala, Saptarshi Purkayastha, Judy Gichoya
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Strategies for Meta-Learning with Diverse Tasks
Stefano Woerner, Christian F. Baumgartner
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Influence of Loss Function on Left Ventricular Volume and Ejection Fraction Estimation in Deep Neural Networks
Preshen Naidoo, Eman I Alajrami, Elisabeth Sarah Lane, Jevgeni Jevsikov, Matthew J Shun-shin, Darrel P Francis, Massoud Zolgharni
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
A Fully Automated Multi-Scale Pipeline for Oral Epithelial Dysplasia Grading and Outcome Prediction
Adam Shephard, Neda Azarmehr, Raja Muhammad Saad Bashir, SHAN E AHMED RAZA, Hanya Mahmood, Syed Ali Khurram, Nasir Rajpoot
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Non-stationary deep lifting with application to acute brain infarct segmentation
Nadja Gruber, Markus Haltmeier, Annemieke ter Telgte, Johannes Schwab, Elke Gizewski, Malik Galijasevic
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Efficient Transfer Learning for Cardiac landmark Localization Using Rotational Entropy
Samira Masoudi, Kevin Blansit, Naeim Bahrami, Albert Hsiao
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Semantic analysis of real endoscopies with unsupervised learned descriptors
O. León Barbed, Cristina Oriol, Pablo Azagra Millán, Ana C Murillo
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Multi-Modality Microscopy Image Style Augmentation for Nuclei Segmentation
Sophia J Wagner, Ye Liu, Tingying Peng
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Self-supervised learning of mammograms with pathology aware
Yuan Gao, XIN WANG, Tianyu Zhang, Luyi Han, Regina Beets-Tan, Ritse Mann
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Medical Image Quality Assurance using Deep Learning
Dženan Zukić, Anne Haley, Curtis Lisle, James Klo, Kilian M. Pohl, Hans J Johnson, Aashish Chaudhary
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Handcrafted Histological Transformer (H2T): A Brief Introduction
Dang Quoc Vu, Kashif Rajpoot, SHAN E AHMED RAZA, Nasir Rajpoot
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Learning Registration Models with Differentiable Gauss-Newton Optimisation
Mattias P Heinrich
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Mesh-based 3D Reconstruction from Bi-planar Radiographs
Moritz Jokeit, Ji Hyun Kim, Jess Gerrit Snedeker, Mazda Farshad, Jonas Widmer
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Scoliosis Measurement on DXA Scans Using a Combined Deep Learning and Spinal Geometry Approach
Emmanuelle Bourigault, Amir Jamaludin, Timor Kadir, Andrew Zisserman
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
On the pitfalls of deep image segmentation for lightsheet microscopy
Rami Al-Maskari, Johannes C. Paetzold, Izabela Horvath, Ali Erturk, bjoern menze
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Automated Analysis of Mitral Inflow Doppler using Convolutional Neural Networks
Jevgeni Jevsikov, Elisabeth Sarah Lane, Catherine C Stowell, Matthew J Shun-shin, Darrel P Francis, Massoud Zolgharni
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Maximizing Segmentation Quality of Under-sampled Motion Corrupted Cardiac Cine-MRI Using an End-to-End Deep Learning Model
Ahmed Adly, Ruud Van Sloun, Kerstin Hammernik, Jose Caballero, Daniel Rueckert, Nicola Pezzotti
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Focal loss improves repeatability of deep learning models
Syed Rakin Ahmed, Andreanne Lemay, Katharina V Hoebel, Jayashree Kalpathy-cramer
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Self-supervised Methods for Ugly Duckling Detection in Wide Field Images
Vullnet Useini, Nicolaus Andratschke, Stephanie Tanadini-Lang, Quentin Lohmeyer, Ralph P. Braun, Javier Barranco Garcia
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
SIHeDA-Net: Sensor to Image Heterogeneous Domain Adaptation Network
Ishikaa Lunawat, Vignesh S, S P Sharan
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Multi-task learning to improve performance consistency in mammogram classification
Mickael Tardy, Diana Mateus
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Looking for abnormalities using asymmetrical information from bilateral mammograms
XIN WANG, Yuan Gao, Tianyu Zhang, Luyi Han, Regina Beets-Tan, Ritse Mann
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
The effect of skull-stripping on transfer learning for 3D MRI models: ADNI data
Polina Druzhinina, Ekaterina Kondrateva
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Three-Dimensional Medical Image Synthesis with Denoising Diffusion Probabilistic Models
Zolnamar Dorjsembe, Sodtavilan Odonchimed, Furen Xiao
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone