program.html

<h2> Wednesday 7th July</h2>
<a id="longA"></a><h3>A1-3 (long): Segmentation - 13:00 - 13:30 (UTC+2)</h3>
Chairs: Minjeong Kim, Jelmer Wolterink <br>
A1: Alessa Hering - <a href="https://openreview.net/forum?id=hzbuHGhU02Z" target="_blank">Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies</a><br>
A2: Manan Lalit - <a href="https://openreview.net/forum?id=JM6GuFGayL5" target="_blank">Embedding-based Instance Segmentation in Microscopy</a><br>
A3: Hoel Kervadec - <a href="https://openreview.net/forum?id=nqe6e0oJ_fL" target="_blank">Beyond pixel-wise supervision: semantic segmentation with higher-order shape descriptors</a><br>
<a id="shortA"></a><h3>A4-12 (short): Segmentation - 13:45 - 14:30 (UTC+2)</h3>
Chairs: Francesco Caliva, Christian Desrosiers <br>
A4: Annika Reinke - <a href="https://openreview.net/forum?id=76X9Mthzv4X" target="_blank">Common limitations of performance metrics in biomedical image analysis</a> - (short)<br>
A5: Hoang Canh Nguyen - <a href="https://openreview.net/forum?id=oJi6xpSLdsj" target="_blank">VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays</a> - (short)<br>
A6: Christian Schiffer - <a href="https://openreview.net/forum?id=9CSM4yQmZiN" target="_blank">Learning to predict cutting angles from histological human brain sections</a> - (short)<br>
A7: Markus Philipp - <a href="https://openreview.net/forum?id=21m0dBCMdd" target="_blank">Localizing neurosurgical instruments across domains and in the wild</a> - (long)<br>
A8: Qian He - <a href="https://openreview.net/forum?id=Koyg3kvH-Mq" target="_blank">Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model</a> - (full)<br>
A9: Andreanne Lemay - <a href="https://openreview.net/forum?id=fa176bQAbr" target="_blank">Benefits of Linear Conditioning for Segmentation using Metadata</a> - (full)<br>
A10: Harsh Maheshwari - <a href="https://openreview.net/forum?id=_n48l6YKc6d" target="_blank">Distill DSM: Computationally efficient method for segmentation of medical imaging volumes</a> - (full)<br>
A11: Kimberly Amador - <a href="https://openreview.net/forum?id=0YDEgvfwEW" target="_blank">Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks</a> - (full)<br>
A12: Philipp Gruening - <a href="https://openreview.net/forum?id=2fpsTsvCgc0" target="_blank">Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning</a> - (full)<br>
<a id="shortB"></a><h3>B1-9 (short): Application: Histopathology - 13:45 - 14:30 (UTC+2)</h3>
Chairs: Mitko Veta, Jianhua Yao <br>
B1: Jeroen Vermazeren - <a href="https://openreview.net/forum?id=rHAiz2pnxkB" target="_blank">μPEN: Multi-class PseudoEdgeNet for PD-L1 assessment</a> - (short)<br>
B2: Petr Kuritcyn - <a href="https://openreview.net/forum?id=CdQn5goh0E4" target="_blank">Comparison of CNN models on a multi-scanner database in colon cancer histology</a> - (short)<br>
B3: Loris Nanni - <a href="https://openreview.net/forum?id=RFwhfWEMyzm" target="_blank">Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks</a> - (short)<br>
B4: Shana Beniamin - <a href="https://openreview.net/forum?id=fQDGt0RJkMu" target="_blank">Gated CNNs for Nuclei Segmentation in H&E Breast Images</a> - (short)<br>
B5: Kristina Lynn Kupferschmidt - <a href="https://openreview.net/forum?id=cA4VVWbNO-" target="_blank">Strength in Diversity: Understanding the impacts of diverse training sets in self-supervised pre-training for histology images</a> - (short)<br>
B6: Nick Pawlowski - <a href="https://openreview.net/forum?id=-j7vnPsPWys" target="_blank">Abnormality Detection in Histopathology via Density Estimation with Normalising Flows</a> - (short)<br>
B7: Yinan Zhang - <a href="https://openreview.net/forum?id=hPUnpHJHuy" target="_blank">Learning to Represent Whole Slide Images by Selecting Cell Graphs of Patches</a> - (short)<br>
B8: Gijs Smit - <a href="https://openreview.net/forum?id=7EZ4JOtlRl" target="_blank">Quality control of whole-slide images through multi-class semantic segmentation of artifacts</a> - (short)<br>
B9: Yash Sharma - <a href="https://openreview.net/forum?id=7i1-2oKIELU" target="_blank">Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification</a> - (full)<br>
<a id="longD"></a><h3>D1-3 (long): Unsupervised and Representation Learning - 16:00 - 16:30 (UTC+2)</h3>
Chairs: Jannis Hagenah, Caroline Petitjean <br>
D1: Christian Abbet - <a href="https://openreview.net/forum?id=VO7asaS5GUk" target="_blank">Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping</a><br>
D2: Steffen Czolbe - <a href="https://openreview.net/forum?id=9M5cH--UdcC" target="_blank">Semantic similarity metrics for learned image registration</a><br>
D3: Chao Feng - <a href="https://openreview.net/forum?id=uLtYvtWw8PH" target="_blank">Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss</a><br>
<a id="shortC"></a><h3>C1-9 (short): Endoscopy and Validation Studies - 16:45 - 17:30 (UTC+2)</h3>
Chairs: Sandy Engelhardt, Lena Maier-Hein <br>
C1: Andreas M Kist - <a href="https://openreview.net/forum?id=HajxTQpPniD" target="_blank">Efficient biomedical image segmentation on Edge TPUs</a> - (short)<br>
C2: Alessandra Lumini - <a href="https://openreview.net/forum?id=NJcszyl19PN" target="_blank">Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation</a> - (short)<br>
C3: Javier Morlana - <a href="https://openreview.net/forum?id=tgkEqYyA12p" target="_blank">Self-supervised Visual Place Recognition for Colonoscopy Sequences</a> - (short)<br>
C4: Raghavendra Selvan - <a href="https://openreview.net/forum?id=1TPRpNyyj2L" target="_blank">Carbon footprint driven deep learning model selection for medical imaging</a> - (short)<br>
C5: Bokai Zhang - <a href="https://openreview.net/forum?id=g1sESqlP214" target="_blank">SWNet: Surgical Workflow Recognition with Deep Convolutional Network</a> - (full)<br>
C6: Daniel Neimark - <a href="https://openreview.net/forum?id=cTB4Qz3RzCl" target="_blank">“Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition</a> - (full)<br>
C7: Aishik Konwer - <a href="https://openreview.net/forum?id=96BhL_MERil" target="_blank">Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network</a> - (full)<br>
C8: Andreas M Kist - <a href="https://openreview.net/forum?id=MzC8X6cMF2r" target="_blank">Feature-based image registration in structured light endoscopy</a> - (full)<br>
C9: Oleh Dzyubachyk - <a href="https://openreview.net/forum?id=MAUkVcDzDPA" target="_blank">Intensity Correction and Standardization for Electron Microscopy Data</a> - (full)<br>
<a id="shortD"></a><h3>D4-12 (short): Detection and Diagnosis 1 - 16:45 - 17:30 (UTC+2)</h3>
Chairs: Tal Arbel, Hans Meine <br>
D4: Tianyu Zhang - <a href="https://openreview.net/forum?id=GHNGMR1EAtN" target="_blank">Predicting molecular subtypes of breast cancer using multimodal deep learning and incorporation of the attention mechanism</a> - (short)<br>
D5: Yuchen Yang - <a href="https://openreview.net/forum?id=70gFxx5ytwh" target="_blank">Double adversarial domain adaptation for whole-slide-imageclassification</a> - (short)<br>
D6: Francesco Caliva - <a href="https://openreview.net/forum?id=1JP1g5htY6K" target="_blank">Virtual Bone Shape Aging</a> - (short)<br>
D7: Ansh Kapil - <a href="https://openreview.net/forum?id=IAuBCvaTKHr" target="_blank">Breast cancer patient stratification using domain adaptation based lymphocyte detection in HER2 stained tissue sections</a> - (short)<br>
D8: Bram de Wilde - <a href="https://openreview.net/forum?id=-KI5qmKvhKQ" target="_blank">Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning</a> - (short)<br>
D9: Jonathan Rubin - <a href="https://openreview.net/forum?id=dVUHL5QhDhL" target="_blank">Efficient Video-Based Deep Learning for Ultrasound Guided Needle Insertion</a> - (short)<br>
D10: Dominik Mairhöfer - <a href="https://openreview.net/forum?id=bj04hJss_xZ" target="_blank">An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs</a> - (full)<br>
D11: Juan Carlos Prieto - <a href="https://openreview.net/forum?id=umb5xsy1-zS" target="_blank">Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification</a> - (full)<br>
D12: Hari Sowrirajan - <a href="https://openreview.net/forum?id=LO7Su0-dPJl" target="_blank">MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models</a> - (full)<br>

<hr>

<h2> Thursday 8th July</h2>
<a id="longE"></a><h3>E1-3 (long): Detection and Diagnosis - 13:00 - 13:30 (UTC+2)</h3>
Chairs: Ivana Isgum, Carole Sudre <br>
E1: David A. Wood - <a href="https://openreview.net/forum?id=gh8qD_lAADe" target="_blank">Automated triaging of head MRI examinations using convolutional neural networks</a><br>
E2: Antoine Olivier - <a href="https://openreview.net/forum?id=ZGvtypAfHiA" target="_blank">Balanced sampling for an object detection problem - application to fetal anatomies detection</a><br>
E3: Walter Hugo Lopez Pinaya - <a href="https://openreview.net/forum?id=Z1tlNqbCpp_" target="_blank">Unsupervised Brain Anomaly Detection and Segmentation with Transformers</a><br>
<a id="shortE"></a><h3>E4-12 (short): Image Registration / Synthesis - 13:45 - 14:30 (UTC+2)</h3>
Chairs: Alessa Hering, Hervé Lombaert <br>
E4: Mattias P Heinrich - <a href="https://openreview.net/forum?id=zZA5TpNdC4Z" target="_blank">Rethinking the Design of Learning based Inter-Patient Registration using Deformable Supervoxels </a> - (short)<br>
E5: henrik skibbe - <a href="https://openreview.net/forum?id=GOhAojdaLg" target="_blank">Semi-supervised Image-to-Image translation for robust image registration</a> - (short)<br>
E6: Junyu Chen - <a href="https://openreview.net/forum?id=h3HC1EU7AEz" target="_blank">ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration</a> - (short)<br>
E7: Hanna Siebert - <a href="https://openreview.net/forum?id=sua3vlnkmEv" target="_blank">Learning a Metric without Supervision: Multimodal Registration using Synthetic Cycle Discrepancy</a> - (short)<br>
E8: Huaqi Qiu - <a href="https://openreview.net/forum?id=eSI9Qh2DJhN" target="_blank">Learning Diffeomorphic and Modality-invariant Registration using B-splines</a> - (full)<br>
E9: Joshua Russell Astley - <a href="https://openreview.net/forum?id=_BIpUlEB6ff" target="_blank">A hybrid model- and deep learning-based framework for functional lung image synthesis from non-contrast multi-inflation CT</a> - (short)<br>
E10: Shibo Xing - <a href="https://openreview.net/forum?id=jgBzGIG-kB" target="_blank">Cycle Consistent Embedding of 3D Brains with Auto-Encoding Generative Adversarial Networks</a> - (short)<br>
E11: Leihao Wei - <a href="https://openreview.net/forum?id=XHWqF4DlRr0" target="_blank">Efficient and Accurate Spatial-Temporal Denoising Network for Low-dose CT Scans</a> - (short)<br>
E12: Joon-Ho Son - <a href="https://openreview.net/forum?id=wiKDehhdnz" target="_blank">Synthesis of Diabetic Retina Fundus Images Using Semantic Label Generation</a> - (short)<br>
<a id="shortF"></a><h3>F1-9 (short): Imaging: Reconstruction and Clinical Data - 13:45 - 14:30 (UTC+2)</h3>
Chairs: Nicha Dvornek, Bram van Ginneken <br>
F1: Alexander M. Zolotarev - <a href="https://openreview.net/forum?id=Tz_X8xpgYsO" target="_blank">Ex-vivo - to - In-vivo Learning in Cardiology</a> - (short)<br>
F2: Paul Weiser - <a href="https://openreview.net/forum?id=vNPQTZfPjFO" target="_blank">Reconstruction and coil combination of undersampled concentric-ring MRSI data using a Graph U-Net</a> - (short)<br>
F3: Soumick Chatterjee - <a href="https://openreview.net/forum?id=KNEKu-W4Avz" target="_blank">ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data</a> - (short)<br>
F4: Mikhail Bortnikov - <a href="https://openreview.net/forum?id=fanGydarIPF" target="_blank">3D Scout Scans Using Projection Domain Denoising</a> - (short)<br>
F5: Emanoel Ribeiro Sabidussi - <a href="https://openreview.net/forum?id=h7t0cFuX0m4" target="_blank">Recurrent Inference Machines as Inverse Problem Solvers for MR Relaxometry</a> - (short)<br>
F6: Farah Shamout - <a href="https://openreview.net/forum?id=9o6zjvbo7b0" target="_blank">An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department</a> - (short)<br>
F7: Ahmad Wisnu Mulyadi - <a href="https://openreview.net/forum?id=O9EWFKXcXTU" target="_blank">ProtoBrainMaps: Prototypical Brain Maps for Alzheimer's Disease Progression Modeling</a> - (short)<br>
F8: Nele Blum - <a href="https://openreview.net/forum?id=84NU3uAj1HW" target="_blank">Projection Domain Metal Artifact Reduction in Computed Tomography using Conditional Generative Adversarial Networks</a> - (short)<br>
F9: Attila Tibor Simko - <a href="https://openreview.net/forum?id=lWeQH4Kpsys" target="_blank">Changing the Contrast of Magnetic Resonance Imaging Signals using Deep Learning</a> - (full)<br>
<a id="longH"></a><h3>H1-3 (long): Image Acquisition and Reconstruction - 16:00 - 16:30 (UTC+2)</h3>
Chairs: Angelica Aviles-Rivero, Antoine Théberge <br>
H1: Jinwei Zhang - <a href="https://openreview.net/forum?id=LFaxozc7Awm" target="_blank">Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping</a><br>
H2: Malte Tölle - <a href="https://openreview.net/forum?id=DvV_blKLiB4" target="_blank">A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging</a><br>
H3: Carolin Pirkl - <a href="https://openreview.net/forum?id=hxgQM71AuRA" target="_blank">Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping</a><br>
<a id="shortG"></a><h3>G1-9 (short): Interpretability and Explainable AI - 16:45 - 17:30 (UTC+2)</h3>
Chairs: Monika Grewal, Christian Ledig <br>
G1: Guanghui FU - <a href="https://openreview.net/forum?id=pL_aFZKNO5N" target="_blank">Me-NDT: Neural-backed Decision Tree for Visual Explainability of Deep Medical Models</a> - (short)<br>
G2: Cher Bass - <a href="https://openreview.net/forum?id=164F3ixC9Jc" target="_blank">ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans</a> - (short)<br>
G3: Lasse Hansen - <a href="https://openreview.net/forum?id=ImcP8kkqtfZ" target="_blank">Radiographic Assessment of CVC Malpositioning: How can AI best support clinicians?</a> - (short)<br>
G4: Hansang Lee - <a href="https://openreview.net/forum?id=aGfL5C9wRx_" target="_blank">Test-Time Mixup Augmentation for Uncertainty Estimation in Skin Lesion Diagnosis</a> - (short)<br>
G5: Ke Yan - <a href="https://openreview.net/forum?id=0wblcjbC2sN" target="_blank">Interpretable Medical Image Classification with Self-Supervised Anatomical Embedding and Prior Knowledge</a> - (short)<br>
G6: Polina Druzhinina - <a href="https://openreview.net/forum?id=fnb58KJtYv" target="_blank">50 shades of overfitting:  towards MRI-based neurologicalmodels interpretation</a> - (short)<br>
G7: Kangning Liu - <a href="https://openreview.net/forum?id=nBT8eNF7aXr" target="_blank">Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis</a> - (full)<br>
G8: Matthäus Heer - <a href="https://openreview.net/forum?id=ZDD2TbZn7X1" target="_blank">The OOD Blind Spot of Unsupervised Anomaly Detection</a> - (full)<br>
G9: Hongrun Zhang - <a href="https://openreview.net/forum?id=2vCFIoWDS6E" target="_blank">A regularization term for slide correlation reduction in whole slide image analysis with deep learning</a> - (full)<br>
<a id="shortH"></a><h3>H4-12 (short): Application: Radiology - 16:45 - 17:30 (UTC+2)</h3>
Chairs: Raghav Mehta, Clarisa Sanchez <br>
H4: Brennan Nichyporuk - <a href="https://openreview.net/forum?id=yVYVzsNWvN" target="_blank">Optimizing Operating Points for High Performance Lesion Detection and Segmentation Using Lesion Size Reweighting</a> - (short)<br>
H5: Junyu Chen - <a href="https://openreview.net/forum?id=xqZTapYnEcG" target="_blank">Creating Anthropomorphic Phantoms via Unsupervised Convolutional Neural Networks</a> - (short)<br>
H6: Lucas de Vries - <a href="https://openreview.net/forum?id=CSNQMsxteqm" target="_blank">Transformers for Ischemic Stroke Infarct Core Segmentation from Spatio-temporal CT Perfusion Scans</a> - (short)<br>
H7: Jueqi Wang - <a href="https://openreview.net/forum?id=JG895xlWsfA" target="_blank">Multichannel input pixelwise regression 3D U-Nets for medical image estimation with 3 applications in brain MRI</a> - (short)<br>
H8: Mickael Tardy - <a href="https://openreview.net/forum?id=eehADvdlUa3" target="_blank">Morphology-based losses for weakly supervised segmentation of mammograms</a> - (short)<br>
H9: Laura Hellwege - <a href="https://openreview.net/forum?id=XCRthDLsCXn" target="_blank">Partial Convolution Network for Metal Artifact Reduction in CT Preprocessing: Preliminary Results</a> - (short)<br>
H10: Rosana EL Jurdi - <a href="https://openreview.net/forum?id=NDEmtyb4cXu" target="_blank">A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation</a> - (full)<br>
H12: Siyu Shi - <a href="https://openreview.net/forum?id=i-zxSlqneRu" target="_blank">Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays</a> - (full)<br>

<hr>

<h2> Friday 9th July</h2>
<a id="longI"></a><h3>I1-3 (long): Interpretability and Explainable AI - 13:00 - 13:30 (UTC+2)</h3>
Chairs: Ismail Ben Ayed, Arrate Muñoz-Barrutia <br>
I1: Caner Ozer - <a href="https://openreview.net/forum?id=ln797A8lAb0" target="_blank">Explainable Image Quality Analysis of Chest X-Rays</a><br>
I2: Joseph Paul Cohen - <a href="https://openreview.net/forum?id=rnunjvgxAMt" target="_blank">Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays</a><br>
I3: Abhejit Rajagopal - <a href="https://openreview.net/forum?id=V-a5DJCh4Hk" target="_blank">Understanding and Visualizing Generalization UNets</a><br>
<a id="shortI"></a><h3>I4-12 (short): Transfer Learning and Domain Adaptation - 13:45 - 14:30 (UTC+2)</h3>
Chairs: Katharina Breininger, Maria Vakalopoulou <br>
I4: Yassine Barhoumi - <a href="https://openreview.net/forum?id=M1VznPOV5jV" target="_blank">Scopeformer: n-CNN-ViT hybrid model for Intracranial hemorrhage subtypes classification</a> - (short)<br>
I5: Neerav Karani - <a href="https://openreview.net/forum?id=tv_pkmFzdC" target="_blank">Robust medical image segmentation by adapting neural networks for each test image</a> - (short)<br>
I6: Marc Aubreville - <a href="https://openreview.net/forum?id=OcATYbGIxv4" target="_blank">Quantifying the Scanner-Induced Domain Gap in Mitosis Detection</a> - (short)<br>
I7: Elisabeth Sarah Lane - <a href="https://openreview.net/forum?id=uEuoKy2hUkm" target="_blank">Echocardiographic Phase Detection Using Neural Networks</a> - (short)<br>
I8: Saverio Vadacchino - <a href="https://openreview.net/forum?id=48UgSFrNR2" target="_blank">HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images</a> - (full)<br>
I9: Mikael Brudfors - <a href="https://openreview.net/forum?id=PoIV8EXQDjn" target="_blank">An MRF-UNet Product of Experts for Image Segmentation</a> - (full)<br>
I10: Fahdi Kanavati - <a href="https://openreview.net/forum?id=TjwDWRdfZpg" target="_blank">Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning</a> - (full)<br>
I11: Sobhan Hemati - <a href="https://openreview.net/forum?id=BX0kKB1zB1Q" target="_blank">CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning</a> - (full)<br>
I12: Khrystyna Faryna - <a href="https://openreview.net/forum?id=JrBfXaoxbA2" target="_blank">Tailoring automated data augmentation to H&E-stained histopathology</a> - (full)<br>
<a id="shortJ"></a><h3>J1-9 (short): Unsupervised and Representation Learning - 13:45 - 14:30 (UTC+2)</h3>
Chairs: Nikolas Lessmann, Nick Pawlowski <br>
J1: Hendrik J. Klug - <a href="https://openreview.net/forum?id=ZVqjoKVbYMl" target="_blank">Multimodal Generative Learning on the MIMIC-CXR Database</a> - (short)<br>
J2: Simeon Emilov Spasov - <a href="https://openreview.net/forum?id=ULm4D5bsiaE" target="_blank">TG-DGM: Clustering Brain Activity using a Temporal Graph Deep Generative Model</a> - (short)<br>
J3: Daniel Wulff - <a href="https://openreview.net/forum?id=XT40FwD5bV" target="_blank">Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound</a> - (short)<br>
J4: Weiyi Xie - <a href="https://openreview.net/forum?id=pOFGaVQeXAk" target="_blank">Deep Clustering Activation Maps for Emphysema Subtyping</a> - (short)<br>
J5: Jannis Hagenah - <a href="https://openreview.net/forum?id=Fqmbjvawgt" target="_blank">Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior</a> - (full)<br>
J6: Matteo Dunnhofer - <a href="https://openreview.net/forum?id=7psPmlNffvg" target="_blank">Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details</a> - (full)<br>
J7: Umang Gupta - <a href="https://openreview.net/forum?id=8lL_y9n-CV" target="_blank">Membership Inference Attacks on Deep Regression Models for Neuroimaging</a> - (full)<br>
J8: Hristina Uzunova - <a href="https://openreview.net/forum?id=ILEMHPV_Lc2" target="_blank">Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders</a> - (full)<br>
J9: Camila Gonzalez - <a href="https://openreview.net/forum?id=E5CpgfwHBoC" target="_blank">Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation</a> - (full)<br>
<a id="longL"></a><h3>L1-3 (long): Learning with Noisy Labels and Limited Data - 16:00 - 16:30 (UTC+2)</h3>
Chairs: Geert Litjens, Ozan Oktay <br>
L1: Louis van Harten - <a href="https://openreview.net/forum?id=cfYAFR6s6iJ" target="_blank">Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking</a><br>
L2: Niharika Shimona Dsouza - <a href="https://openreview.net/forum?id=ud-iBiED9zb" target="_blank">M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations</a><br>
L3: JUAN LIU - <a href="https://openreview.net/forum?id=Y7koM_09Cme" target="_blank">Improved model-based deep learning for quantitative susceptibility mapping</a><br>
<a id="shortK"></a><h3>K1-9 (short): Learning with Noisy Labels and Limited Data - 16:45 - 17:30 (UTC+2)</h3>
Chairs: Hoel Kervadec, Max-Heinrich Laves <br>
K1: Niamh Belton - <a href="https://openreview.net/forum?id=0bpkIn63sNG" target="_blank">Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets</a> - (short)<br>
K2: Joshua Thomas Bridge - <a href="https://openreview.net/forum?id=rKiYUGvII6" target="_blank">mGEV: Extension of the GEV Activation to Multiclass Classification</a> - (short)<br>
K3: Sonia Martinot - <a href="https://openreview.net/forum?id=V4k0rNW7IG-" target="_blank">Weakly supervised 3D ConvLSTMs for high precision Monte-Carlo radiotherapy dose simulations</a> - (short)<br>
K4: Soumick Chatterjee - <a href="https://openreview.net/forum?id=2t0_AxD1otB" target="_blank">DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data</a> - (short)<br>
K5: Jan Mikolaj Kaminski - <a href="https://openreview.net/forum?id=PLSdnHPx-W6" target="_blank">Deep ensemble model for segmenting microscopy images in the presence of limited labeled data</a> - (short)<br>
K6: Md Asadullah Turja - <a href="https://openreview.net/forum?id=S3QYCe74DPu" target="_blank">Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data</a> - (full)<br>
K7: Lennart Bargsten - <a href="https://openreview.net/forum?id=GDs7V3mS1h9" target="_blank">Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets</a> - (full)<br>
K8: Raouf Muhamedrahimov - <a href="https://openreview.net/forum?id=B01pd5ot0w6" target="_blank">Learning Interclass Relations for Intravenous Contrast Phase Classification in CT</a> - (full)<br>
K9: Tianshu Chu - <a href="https://openreview.net/forum?id=-9bAYexxLtN" target="_blank">Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning</a> - (full)<br>
<a id="shortL"></a><h3>L4-9 (short): Detection and Diagnosis 2 - 16:45 - 17:30 (UTC+2)</h3>
Chairs: Christian Baumgartner, Colin Jacobs <br>
L4: Philippe Weitz - <a href="https://openreview.net/forum?id=W9sz0zHk33h" target="_blank">Prediction of Ki67 scores from H&E stained breast cancer sections using convolutional neural networks</a> - (short)<br>
L5: Xiaobin Hu - <a href="https://openreview.net/forum?id=k1BSWQqHoMV" target="_blank">Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features</a> - (full)<br>
L6: Pauline Mouches - <a href="https://openreview.net/forum?id=9ClUQ2ELJap" target="_blank">Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder</a> - (full)<br>
L7: Chanh Nguyen - <a href="https://openreview.net/forum?id=boTEEpM8mu" target="_blank">GOAL: Gist-set Online Active Learning for Efficient Chest X-ray Image Annotation</a> - (full)<br>
L8: Hassan Muhammad - <a href="https://openreview.net/forum?id=JSSwHS_GU63" target="_blank">EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, with Prognostic Stratification Boosting</a> - (full)<br>
L9: Soham Uday Gadgil - <a href="https://openreview.net/forum?id=eA7PGMYmHFA" target="_blank">CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation</a> - (full)<br>