| Oral Session 1: Computer Aided Diagnosis, Detection and Classification
Monday, October 14, 10:30 – 12:00 |
|
| 10:30 | Uncertainty-informed detection of epileptogenic brain malformations using Bayesian neural networks
Ravnoor Gill; Benoit Caldairou; Neda Bernasconi; Andrea Bernasconi |
| 10:38 | Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
Christoph Haarburger, Michael Baumgartner, Daniel Truhn, Mirjam Broeckmann, Hannah Schneider, Simone Schrading, Christiane Kuhl, Dorit Merhof |
| 10:46 | Accelerated ML-assisted Tumor Detection in High-Resolution Histopathology Images
Nikolas Ioannou, Milos Stanisavljevic, Andreea Anghel, Nikolaos Papandreou, Sonali Andani, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani, Charalampos Pozidis |
| 10:54 | Detecting Cannabis-Associated Cognitive Impairment using Resting-state fNIRS
Yingying Zhu, Jodi Gilman, Anne Evins, Mert Sabuncu |
| 11:02 | LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke
Yannan Yu, Bhargav Parsi, William Speier, Corey Arnold, Min Lou, Fabien Scalzo |
| 11:10 | Hand Pose Estimation for Pediatric Bone Age Assessment
Maria Escobar, Cristina González, Felipe Torres Figueroa, Laura Daza, Gustavo Triana, Pablo Arbelaez |
| 11:18 | Texture-based classification of significant stenosis in CCTA multi-view images of coronary arteries
Antonio Tejero-De-Pablos, Kaikai Huang, Hiroaki Yamane, Yusuke Kurose, Yusuke Mukuta, Yasushi Koyama, Junichi Iho, Youji Tokunaga, Makoto Horie, Keisuke Nishizawa, Yusaku Hayashi, Tatsuya Harada |
| 11:26 | Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis
Zongwei Zhou, Vatsal Sodha, Md Mahfuzur Rahman Siddiquee, Ruibin Feng, Nima Tajbakhsh, Michael Gotway, Jianming Liang |
| 11:34 | Decoding brain functional connectivity implicated in AD and MCI
Sukrit Gupta, Yi Hao Chan, Jagath Rajapakse |
| 11:42 – 12:00 | Questions and Discussion |
| Oral Session 2: Industry Session
Monday, October 14, 17:30 – 18:30 |
|
| 17:30 | Siemens: Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment
Florin Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Guendel, Mannudeep Kalra, Ramandeep Singh, Subba Digumarthy, Sasa Grbic, Dorin Comaniciu |
| 17:38 | Tencent: Pairwise Semantic Segmentation via Conjugate Fully
Renzhen Wang, Shilei Cao, Kai Ma, Deyu Meng, Yefeng Zheng |
| 17:46 | Ping An AI Institute (PAII): Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT using Two-Stream Chained 3D Deep Network Fusion
Dakai Jin, Dazhou Guo, Tsung-Ying Ho, Adam Harrison, Jing Xiao, Chen-Kan Tseng, Le Lu |
| 17:54 | United Imaging Intelligence (UII): Dynamic Spectral Convolution Networks with Assistant Task Training for Early MCI diagnosis
Xiaodan Xing, Qingfeng Li, Hao Wei, Minqing Zhang, Yiqiang Zhan, Xiang Zhou, Zhong Xue, Feng Shi |
| 18:02 | Malong: Dual-Stream Pyramid Registration Network
Miao Kang, Xiaojun Hu, Weilin Huang, Matthew Scott, Mauricio Reyes |
| 18:10 | Lunit: PseudoEdgeNet: Nuclei Segmentation only with Point Annotations
Inwan Yoo, Donggeun Yoo, Kyunghyun Paeng |
| 18:18 – 18:30 | Questions and Discussion |
| Oral Session 3: Reconstruction and Synthesis
Tuesday, October 15, 10:00 – 11:30 |
|
| 10:00 | Attenuation Imaging with Pulse-Echo Ultrasound based on an Acoustic Reflector
Richard Rau, Ozan Unal, Dieter Schweizer, Valery Vishnevskiy, Orcun Goksel |
| 10:08 | Model-based Convolutional De-Aliasing Network Learning for Parallel MR Imaging
Yanxia Chen, Taohui Xiao, Cheng Li, Qiegen Liu, Shanshan Wang |
| 10:16 | Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT
Rongjun Ge, Y Ang Chen, Limin Luo, Guanyu Yang, Shuo Li |
| 10:24 | Reconstructing High-Quality Diffusion MRI Data from Orthogonal Slice-Undersampled Data Using Graph Convolutional Neural Networks
Yoonmi Hong, Geng Chen, Pew-Thian Yap, Dinggang Shen |
| 10:32 | Detection and Correction of Cardiac MRI Motion Artefacts during Reconstruction from k-space
Ilkay Oksuz, James Clough, Bram Ruijsink, Esther Puyol Anton, Aurelien Bustin, Gastao Cruz, Claudia Prieto, Daniel Rueckert, Andrew King, Julia Schnabel |
| 10:40 | Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Haofu Liao, Wei-An Lin, Jianbo Yuan, S. Kevin Zhou, Jiebo Luo |
| 10:48 | Wavelet-Based Semi-Supervised Adversarial Learning for Synthesizing Realistic 7T from 3T MRI
Liangqiong Qu, Shuai Wang, Pew-Thian Yap, Dinggang Shen |
| 10:56 | Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction in vivo
Hengrong Lan, Kang Zhou, Changchun Yang, Jun Cheng, Jiang Liu, Shenghua Gao, Fei Gao |
| 11:04 | VS-Net: Variable spitting network for accelerated parallel MRI reconstruction
Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan O’Regan, Daniel Rueckert |
| 11:12 – 11:30 | Questions and Discussion |
| Oral Session 4: Registration and Segmentation
Tuesday, October 15, 14:00 – 15:30 |
|
| 14:00 | Liver Segmentation in Magnetic Resonance Imaging via Mean Shape Fitting with Fully Convolutional Neural Networks
Qi Zeng, Davood Karimi, Emily Ht Pang, Shahed Mohammed, Caitlin Schneider, Mohammad Honarvar, Septimiu Salcudean |
| 14:08 | Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view images
Chen Chen, Carlo Biffi, Giacomo Tarroni, Steffen Petersen, Wenjia Bai, Daniel Rueckert |
| 14:16 | A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes
Bo Li, Wiro Niessen, Stefan Klein, Marius de Groot, Arfan Ikram, Meike Vernooij, Esther Bron |
| 14:24 | On the applicability of registration uncertainty
Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra Golby, Masashi Sugiyama, William Wells, Sarah Frisken |
| 14:32 | TopAwaRe: Topology-Aware Registration
Rune Nielsen, Sune Darkner, Aasa Feragen |
| 14:40 | Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders
Agostina Larrazabal, Cesar Martinez, Enzo Ferrante |
| 14:48 | Fast and Accurate Electron Microscopy Image Registration with 3D Convolution
Shenglong Zhou, Zhiwei Xiong, Chang Chen, Xuejin Chen, Dong Liu, Yueyi Zhang, Zheng-Jun Zha, Feng Wu |
| 14:56 | Nuclei Segmentation in Histopathological Images using Two-Stage Learning
Qingbo Kang, Qicheng Lao, Thomas Fevens |
| 15:04 | Uncertainty guided semisupervised segmentation of retinal layers in OCT images
Suman Sedai, Bhavna Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel Schuman, Wollstein Gadi, Rahil Garnavi |
| 15:12 – 15:30 | Questions and Discussion |
| Oral Session 5: Doctoral Symposium
Tuesday, October 15, 16:30 – 17:30 |
|
| 16:30 | Fully convolutional boundary regression for retina OCT segmentation
Yufan He, Aaron Carass, Yihao Liu, Bruno Jedynak, Sharon Solomon, Shiv Saidha, Peter Calabresi, Jerry Prince |
| 16:38 | Doubly Weak Supervision of Deep Learning Models for Head CT
Khaled Saab, Jared Dunnmon, Roger Goldman, Alexander Ratner, Hersh Sagreiya, Christopher Re, Daniel Rubin |
| 16:46 | Generative adversarial network for segmentation of motion affected neonatal brain MRI
Nadieh Khalili, Elise Turk, Majd Zreik, Max Viergever, Manon Benders, Ivana Isgum |
| 16:54 | Exploiting motion for deep learning reconstruction of extremely-undersampled dynamic MRI
Gavin Seegoolam, Chen Qin, Jo Schlemper, Anthony Price, Joseph Hajnal, Daniel Rueckert |
| 17:02 | Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni |
| 17:10 | Harmonization of Infant Cortical Thickness using Surface-to-Surface Cycle-Consistent Adversarial Networks
Fenqiang Zhao, Zhengwang Wu, Li Wang, Weili Lin, Shunren Xia, Dinggang Shen, Gang Li |
| 17:18 – 17:30 | Questions and Discussion |
| Oral Session 6: Computer Assisted Interventions
Wednesday, October 16, 10:00 – 11:30 |
|
| 10:00 | Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery
Christina Gsaxner, Antonio Pepe, Jürgen Wallner, Dieter Schmalstieg, Jan Egger |
| 10:08 | Direct Visual and Haptic Volume Rendering of Medical Data Sets for an Immersive Exploration in Virtual Reality
Balázs Faludi, Esther Zoller, Nicolas Gerig, Azhar Zam, Georg Rauter, Philippe C. Cattin |
| 10:16 | ARAMIS: Augmented Reality Assistance for Minimally Invasive Surgery using a Head-Mounted Display
Long Qian, Xiran Zhang, Anton Deguet, Peter Kazanzides |
| 10:24 | Physics-based Deep Neural Network for Augmented Reality during Liver Surgery
Jean-Nicolas Brunet, Andrea Mendizabal, Antoine Petit, Nicolas Golse, Eric Vibert, Stephane Cotin |
| 10:32 | Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss
Hongxu Yang, Caifeng Shan, Tao Tan, Alexander F. Kolen, P. H. N. De With |
| 10:40 | A Sparsely Distributed Intra-cardial Ultrasonic Array for Real-time Endocardial Mapping
Alon Baram, Hayit Greenspan, Zvi Friedman |
| 10:48 | Semi-autonomous Robotic Anastomoses of Vaginal Cuffs using Marker Enhanced 3D Imaging and Path Planning
Michael Kam, Hamed Saeidi, Shuwen Wei, Justin Opfermann, Simon Leonard, Michael Hsieh, Jin Kang, Axel Krieger |
| 10:56 | Free-view, 3D Gaze-Guided Robotic Scrub Nurse
Alexandros Kogkas, Ahmed Ezzat, Rudrik Thakkar, Ara Darzi, George Mylonas |
| 11:04 | Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories
Jan-Nico Zaech, Cong Gao, Bastian Bier, Russ Taylor, Andreas Maier, Nassir Navab, Mathias Unberath |
| 11:12 – 11:30 | Questions and Discussion |
| Oral Session 7: MIC meets CAI
Wednesday, October 16, 14:00 – 15:30 |
|
| 14:00 | Real-time 3D reconstruction of colonoscopic surfaces for determining missing regions
Ruibin Ma, Rui Wang, Sarah Mcgill, Julian Rosenman, Stephen Pizer, Jan-Michael Frahm |
| 14:08 | Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field
Daochang Liu, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li |
| 14:16 | Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
Yueming Jin, Keyun Cheng, Qi Dou, Pheng-Ann Heng |
| 14:24 | Captioning Ultrasound Images Automatically
Mohammad Alsharid, Harshita Sharma, Lior Drukker, Pierre Chatelain, Aris Papageorghiou, Alison Noble |
| 14:32 | Deep Learning-based Universal Beamformer for Ultrasound Imaging
Shujaat Khan, Jaeyoung Huh, Jong Chul Ye |
| 14:40 | Discriminative Correlation Filter Network for Robust Landmark Tracking in Ultrasound Guided Intervention
Chunxu Shen, Jishuai He, Yibin Huang, Jian Wu |
| 14:48 | Towards whole placenta segmentation at late gestation using multi-view ultrasound images
Veronika Zimmer, Alberto Gomez, Emily Skelton, Nicolas Toussaint, Tong Zhang, Bishesh Khanal, Robert Wright, Yohan Noh, Alison Ho, Jacqueline Matthew, Joseph Hajnal, Julia Schnabel |
| 14:56 | Investigating the role of VR in a simulation-based medical planning system for coronary interventions
Madhurima Vardhan, Harvey Shi, John Gounley, S. James Chen, Andrew Kahn, Jane Leopold, Amanda Randles |
| 15:04 | Learning Where to Look While Tracking Instruments in Robot-assisted Surgery
Mobarakol Islam, Yueyuan Li, Hongliang Ren |
| 15:12 – 15:30 | Questions and Discussion |