1st Prize: Yueming Jin, Yonghao Long, Xiaojie Gao, Danail Stoyanov, Dou Qi, Pheng-Ann Heng. Trans-SVNet: Hybrid Embedding Aggregation Transformer for Surgical Workflow Analysis            

2nd Prize: Jinglu Zhang Yinyu Nie, Jian Chang, Jian Jun Zhang. SIG-Former: Monocular Surgical Instruction Generation with Transformers

3rd Prize : David Owen, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov. Automated identification of critical structures in laparoscopic cholecystectomy

1st prize - Winner: William Mandel, Stefan Parent, Samuel Kadoury. Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks,

2nd prize: Nicolás Dazeo, Romina Muñoz, Ana P. Narata, Hector Fernandez, Ignacio Larrabide. Intra-saccular device modelling for treatment planning of intracranial aneurysms: from morphology to hemodynamics.

3rd prize: Muhannad Sabieleish, Katarzyna Heryan, Axel Boese, Christian Hansen, Michael Friebe, Alfredo Illanes. Study of needle punctures into soft tissue through audio and force sensing. Can audio be a simple alternative for needle guidance?

Sophia Bano, Francisco Vasconcelos, Marcel Tella Amo, George Dwyer, Caspar Gruijthuijsen, Emmanuel Vander Poorten, Tom Vercauteren, Sebastien Ourselin, Jan Deprest, Danail Stoyanov. Deep Learning-based Fetoscopic Mosaicking for Field-of-View Expansion

Ayushi Sinha, Masaru Ishii, Gregory D. Hager, Russell H. Taylor. Endoscopic navigation in the clinic: registration in the absence of preoperative imaging

Bastian Bier, Florian Goldmann, Jan-Nico Zaech, Javad Fotouhi, Rachel Hegeman, Robert Grupp, Mehran Armand, Greg Osgood, Nassir Navab, Andreas Maier, Mathias Unberath. Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views

Runners up:
W. Mandel, O. Turcot, D. Knez, S. Parent, S.Kadoury. Prediction outcomes for anterior vertebral body growth modulation surgery from discriminant spatiotemporal manifolds

J. Fotouhi, M. Unberath, T. Song, J. Hajek, S. C. Lee, B. Bier, A. Maier, G. Osgood, M. Armand, N. Navab. Co-localized augmented human and X-ray observers in collaborative surgical ecosystem

Arash Pourtaherian, Farhad Ghazvinian Zanjani, Svitlana Zinger, Nenad Mihajlovic, Gary C Ng, Hendrikus HM Korsten, Peter HN de With. Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks

Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan, Amir Tahmasebi, Guy Nir, Jin Tae Kwak, Sheng Xu, Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Larry Goldenberg, Septimiu E. Salcudean, Peter A. Pinto, Bradford Wood, Purang Abolmaesumi, Parvin Mousavi. Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations

Marco Esposito, Benjamin Busam, Christoph Hennersperger, Julia Rackerseder, Nassir Navab, Benjamin Frisch. Multimodal US-Gamma Imaging using Collaborative Robotics for Cancer Staging Biopsies