2020

Zongwei Zhou, Vatsal Sodha, Jiaxuan Pang, Michael Gotway, Jianming Liang
Models Genesis 

Runners up:

Yuan Xue, Qianying Zhou,  Jiarong Ye, L.Rodney Long, Sameer Antani, Carl Cornwell, Zhiyun Xue, Sharon Xiaolei Huang. Selective Synthetic Augmentaion with HistoGAN for Improved Histopathology Image Classification 

Richard Rau, Ozan Unal, Dieter Schweizer, Valery Vishnevskiy, Orcun Goksel. Frequency-Dependent Attenuation Reconstruction with an Acoustic Reflector 

2019

Davood Karimi, Qi Zeng, Prateek Mathur, Apeksha Avinash, Sara Mahdavi, Ingrid Spadinger, Purang Abolmaesumi, Septimiu E. Salcudean
Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images

Runners up:

Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler. Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks

Ye Wu, Yoonmi Hong, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap.  Mitigating Gyral bias in cortical tractography via asymmetric fiber orientation distributions

Jianyu Lin, Neil T Clancy, Ji Qi, Yang Hu, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S Elson
Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks

Qi Dou, Lequan Yu, Hao Chen, Yueming Jin, Xin Yang, Jing Qin, Pheng-Ann Heng
3D deeply supervised network for automated segmentation of volumetric medical images

Sailesh Conjeti, Amin Katouzian, Anees Kazi, Sepideh Mesbah, David Beymer, Tanveer F Syeda-Mahmood, Nassir Navab
Metric hashing forests

Markus Rempfler, Matthias Schneider, Giovanna D Ielacqua, Xianghui Xiao, Stuart R Stock, Jan Klohs, Gábor Székely, Bjoern Andres, Bjoern H Menze
Reconstructing cerebrovascular networks under local physiological constraints by integer programming

Tobias Heimann, Peter Mountney, Matthias John, Rasvan Ionasec
Real-time ultrasound transducer localization in fluoroscopy images by transfer learning from synthetic training data.

Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
Neighbourhood approximation using randomized forests

Benoit Scherrer, Ali Gholipour, Simon K Warfield
Super-resolution reconstruction to increase the spatial resolution of diffusion weighted images from orthogonal anisotropic acquisitions

Ola Friman, Rogerio Richa, Antonio PL Bo, Philippe Poignet
Probabilistic 4D blood flow tracking and uncertainty estimation

Jihun Hamm, Dong Hye Ye, Ragini Verma, Christos Davatzikos
GRAM: A framework for geodesic registration on anatomical manifolds

Samuel Gerber, Tolga Tasdizen, P Thomas Fletcher, Sarang Joshi, Ross Whitaker
Manifold modeling for brain population analysis

Vicky Y Wang, Hoi Leng Lam, Daniel B Ennis, Alistair A Young, Martyn P Nash
Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function

Cyril Poupon, Alexis Roche, Jessica Dubois, Jean-François Mangin, Fabrice Poupon
Real-time MR diffusion tensor and Q-ball imaging using Kalman filtering

Gabor Fichtinger, Jonathan P Fiene, Christopher W Kennedy, Gernot Kronreif, Iulian Iordachita, Danny Y Song, Everette C Burdette, Peter Kazanzides
Robotic assistance for ultrasound-guided prostate brachytherapy

Kilian M Pohl, John Fisher, Sylvain Bouix, Martha Shenton, Robert W McCarley, W Eric L Grimson, Ron Kikinis, William M Wells
Using the logarithm of odds to define a vector space on probabilistic atlases

Masahiko Nakamoto, Hiroa ki Hirayama, Yoshinobu Sato, Kozo Konishi, Yoshihiro Kakeji, Makoto Hashizume, Shinichi Tamura
Recovery of respiratory motion and deformation of the liver using laparoscopic freehand 3D ultrasound system

Tom Vercauteren, Aymeric Perchant, Xavier Pennec, Grégoire Malandain, Nicholas Ayache
Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy

Darius Burschka, Ming Li, Masaru Ishii, Russell H Taylor, Gregory D Hager
Scale invariant registration of monucular endoscopic images to CT-Scans for sinus surgery

Marcel Jackowski, Chiu Y Kao, Maolin Qiu, R Todd Constable, Lawrence H Staib
White matter tractography by anisotropic wavefront evolution and diffusion tensor imaging