Young Scientist Award


The MICCAI Young Scientist Awards (YSA) recognize the highest quality papers that are first-authored by young scientists at the main MICCAI conference. A maximum of five YSA are issued each year. 

The definition of and guidelines for this award can be found here.

Winners of the Young Scientist Award

2019

Vianney Debavelaere, Alexandre Bône, Stanley Durrleman, Stéphanie Allassonnière
Clustering of longitudinal shape data sets using mixture of separate or branching trajectories

YSA2019 3

Yufan He, Aaron Carass, Yihao Liu, Bruno Jedynak, Sharon Solomon, Shiv Saidha, Peter Calabresi, Jerry Prince
Fully convolutional boundary regression for retina OCT segmentation

YSA2019 4

Thomas Kurmann, Pablo Márquez Neila, Sebastian Wolf, Raphael Sznitman
Deep Multi Label Classification in Affine Subspaces

YSA2019 2

Wei Shao, Tongxin Wang, Zhi Huang, Jun Cheng, Zhi Han, Daoqiang Zhang, Kun Huang
Diagnosis-guided multi-modal feature selection for prognosis prediction of lung squamous cell carcinoma

YSA2019 5

Zongwei Zhou, Vatsal Sodha, Md Mahfuzur Rahman Siddiquee, Ruibin Feng, Nima Tajbakhsh, Michael Gotway, Jianming Liang
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis

YSA2019 1

Runners up:

Shen Zhao
Automatic vertebrae recognition from arbitrary spine MRI images by a hierarchical self-calibration detection framework

Zhiyuan Liu
Deep learning based framework for direct reconstruction of PET images

Fei Yu
Annotation-free cardiac vessel segmentation via knowledge transfer from retinal images

Haofu Liao
Artifact disentanglement network for unsupervised metal artifact reduction

Lyujian Lu
Improved prediction of cognitive outcomes via globally aligned imaging biomarker enrichments over progressions

Le Zhang
Missing slice imputation in population CMR imaging via conditional generative adversarial net

Taha Sabri Koltukluoglu
Fourier spectral dynamic data assimilation: Interlacing CFD with 4D flow MRI

Jwala Dhamala
Bayesian optimization on large graphs via a graph convolutional generative model: Application in cardiac model personalization

Alon Baram
A sparsely distributed intra-cardial ultrasonic array for real-time endocardial mappin

2018

Erik J. Bekkers
Roto-Translation Covariant Convolutional Networks for Medical Image Analysis

Bastian Bier
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

Yuanhan Mo
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation

Tanya Nair
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation

Yue Zhang
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation

2017

Florin-Cristian Ghesu
Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data

Sasan Matinfar
Surgical Soundtracks: towards automatic musical augmentation of surgical procedures

Mehraveh Salehi
A Submodular Approach to Create Individualized Parcellations of the Human Brain

Ryutaro Tanno
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution

Wufeng Xue
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness

2016

Xiaohuan Cao
Learning-based Multimodal Image Registration for Prostate Cancer Radiation Therapy

Dogu Baran Aydogan
Probabilistic Tractography for Topographically Organized Connectomes

Amir Jamaludin
SpineNet: Automatically Pinpointing Classification Evidence in Spinal MRIs

Daniel Moyer
A Continuous Model of Cortical Connectivity

Benjamín Gutiérrez-Becker
Learning Optimization Updates for Multimodal Registration

Student Best Paper Awards (prior award)

2015

Nicola Rieke
Surgical Tool Tracking with Pose Estimation in retinal Microsurgery

Mattieu Le
GPSSI: Gaussian Process for Sampling Segmentations of Images

Soheil Hor
Scandent Tree: A Random Forest Learning Method for Incomplete Multimodal Datasets

Menglin Jiang
Joint Kernel-Based Supervised Hashing for Scalable Histological Image Analysis

2014

Alborz Amir-Khalili
Auto Localization and Segmentation of Occluded Vessels in Robot-Assisted Partial Nephrectomy

Philip Edgcumbe
Pico Lantern: A Pick-up Projector for Augmented Reality in Laparoscopic Surgery

Yi Hong
Depth-based Shape Analysis

Maxime Taquet
A Fully Bayesian Inference Framework for Population Studies of the Brain Microstructure

Miaomiao Zhang
Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registration

2013

Juliane Dinse
A histology-based model of quantitative T1 contrast for in-vivo cortical parcellation of high-resolution 7 Tesla brain MR images

Darko Zikic
Atlas encoding by randomized forests for efficient label propagation

Bartolomiej Papiez
Complex lung motion estimation via adaptive bilateral filtering of the deformation field

Oliver Zettinig
Fast data-driven calibration of a cardiacelectrophysiology model from images and ECG

Ivor Simpson
A Bayesian approach for spatially adaptive regularization on non-rigid registration

2012

Hang Su
Phase Contrast Image Restoration Via Dictionary Representation of Diffraction Patterns

Eli Gibson
Registration accuracy: How good is good enough? A statistical power calculation incorporating image registration uncertainty

Stephanie Marchesseau
Cardiac Mechanical Parameter Calibration based on the Unscented Transform

Roland Kwitt
Recognition in Ultrasound Videos: Where am I?

Robin Wolz
Multi-organ Abdominal CT Segmentation using hierarchically weighted Subject-specific Atlases

2011

Mattias Heinrich
Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration

T Mansi
Towards Patient-Specific Finite-Element Simulation of Mitral Clip Procedure

Siyang Zuo
Nonmetalic Rigid-Flexible Outer Sheath with Pneumatic Shapelocking Mechanism and Double Curvature Structure

Christof Seiler
Geometry-Aware Multiscale Image Registration Via OBBTree-Based Polyaffine Log-Demons

Ting Chen
Mixture of Segmenters with Discriminative Spatial regularization and sparse Weight Selection

2010

Ehsan Dehghan
Prostate brachytherapy seed reconstruction using C-Arm rotation measurement and motion compensation

Junzhou Huang
Efficient MR Image Reconstruction for Compressed MR Imaging

Saša Grbić
Complete Valvular Heart Apparatus Model from 4D Cardiac CT

Rémi Cuingnet
Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome

Anthony  Sherbondy
MicroTrack: An Algorithm for Concurrent Projectome and Microstructure Estimation

2009

Lejing Wang
Parallax-Free Long Bone X-ray Image Stitching

Yiyi Wei
Toward Real-Time Simulation of Blood-Coil Interaction during Aneurysm Embolization

Christopher Rohkohl
Interventional 4-D Motion Estimation and Reconstruction of Cardiac Vasculature without Motion

Tammy Riklin Raviv
Joint Segmentation of Image Ensembles via Latent Atlases

Peter Savadjiev
Local White Matter Geometry Indices from Diffusion Tensor Gradients

2008

Gert Schoonenberg
The Effect of Automated Marker Detection on In Vivo Volumetric Stent Reconstruction

Vicky Wang
Passive Ventricular Mechanics Modelling Using Cardiac MR Imaging of Structure and Function

SImon Rit
On-the-fly motion-compensated cone-beam CT using an a priori motion model

William Greene
A Constrained Non-Rigid Registration Algorithm for use in Prostate Image-Guided Radiotherapy

Benoit Scherrer
Fully Bayesian Joint Model for MR brain scan tissue and subcortical structure segmentation

Stanley Durrleman
Sparse Approximation of Currents for Statistics on Curves and Surfaces

2007

Boon Thye Thomas Yeo
Effects of Registration Regularization and Atlas Sharpness on Segmentation Accuracy

Stephan Tuchschmid
Modelling Intravasation of Liquid Distension Media in Surgical Simulators

Irina Waechter
Quantification of Blood Flow from Rotational Angiography

Wolfgang Wein
Simulation and Fully Automatic Multimodal Registration of Medical Ultrasound

Kang Li
Cell Population Tracking and Lineage Construction with Spatiotemporal Context

Wael Bachta
Cardiolock : an active cardiac stabilizer - First in vivo experiments using a new robotized device

Brian Avants
Multivariate Normalization with Symmetric Diffeomorphisms for Multivariate Studies

2006

Delphine Nain
Shape-driven 3D Segmentation using Spherical Wavelets

Karl Sjöstrand
The Entire Regularization Path for the Support Vector Domain Description

Andrew Dowsey
Motion-Compensated MR Valve Imaging with COMB Tag Tracking and Super-Resolution Enhancement

Paul Novotny
GPU Based Real-time Instrument Tracking with Tree Dimensional Ultrasound

Jian Zhang
A Pilot Study of Robot-Assisted Cochlear Implant Surgery Using Steerable Electrode Arrays

2005

Pingkun Yan
MRA Image Segmentation with Capillary Active Contour

Ashraf Mohamed
Deformable Registration of Brain Tumor Images via a Statistical Model of Tumor Induced Deformation

Henry Lin
Automatic Detection and Segmentation of Robot Assisted Surgical Motions

Peter Savadjiev
3D Curve Inference for Diffusion MRI Regularization

Srinivasan Rajagopalan
Schwarz Meets Schwann: Design and Fabrication of Biomorphic Tissue Engineering Scafolds