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Sven Bambach
Sven Bambach
Data Science & Machine Learning at Nationwide Children's Hospital
Verified email at nationwidechildrens.org - Homepage
Title
Cited by
Cited by
Year
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
S Bambach, S Lee, DJ Crandall, C Yu
The IEEE International Conference on Computer Vision (ICCV), 2015
4962015
Toddler-Inspired Visual Object Learning
S Bambach, D Crandall, L Smith, C Yu
Advances in Neural Information Processing Systems 31, 1201--1210, 2018
952018
This hand is my hand: A probabilistic approach to hand disambiguation in egocentric video
S Lee, S Bambach, DJ Crandall, JM Franchak, C Yu
Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE …, 2014
562014
Arterial spin labeling applications in pediatric and adult neurologic disorders
S Bambach, M Smith, PP Morris, NG Campeau, ML Ho
Journal of Magnetic Resonance Imaging 55 (3), 698-719, 2022
412022
Active Viewing in Toddlers Facilitates Visual Object Learning: An Egocentric Vision Approach
S Bambach, DJ Crandall, LB Smith, C Yu
Proceedings of the 38th Annual Conference of the Cognitive Science Society …, 2016
352016
Objects in the Center: How the Infant’s Body Constrains Infant Scenes
S Bambach, LB Smith, DJ Crandall, C Yu
Development and Learning and Epigenetic Robotics (ICDL), 2016 IEEE Sixth …, 2016
342016
Understanding embodied visual attention in child-parent interaction
S Bambach, DJ Crandall, C Yu
2013 IEEE third joint international conference on development and learning …, 2013
312013
A Survey on Recent Advances of Computer Vision Algorithms for Egocentric Video
S Bambach
arXiv preprint arXiv:1501.02825, 2013
272013
Detecting Hands in Children’s Egocentric Views to Understand Embodied Attention during Social Interaction
S Bambach, JM Franchak, DJ Crandall, C Yu
Proceedings of the 36th Annual Conference of the Cognitive Science Society …, 2014
222014
Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View
S Bambach, DJ Crandall, C Yu
17th ACM International Conference on Multimodal Interaction (ICMI), 2015
202015
An egocentric perspective on active vision and visual object learning in toddlers
S Bambach, DJ Crandall, LB Smith, C Yu
2017 Joint IEEE International Conference on Development and Learning and …, 2017
152017
From Coarse Attention to Fine-Grained Gaze: A Two-stage 3D Fully Convolutional Network for Predicting Eye Gaze in First Person Video
Z Zhang, S Bambach, C Yu, DJ Crandall
British Machine Vision Conference, 2018
132018
A view of their own: Capturing the egocentric view of infants and toddlers with head-mounted cameras
JI Borjon, SE Schroer, S Bambach, LK Slone, DH Abney, DJ Crandall, ...
JoVE (Journal of Visualized Experiments), e58445, 2018
102018
Evaluation of an activity tracker to detect seizures using machine learning
J Mittlesteadt, S Bambach, A Dawes, E Wentzel, A Debs, E Sezgin, ...
Journal of Child Neurology 35 (13), 873-878, 2020
82020
The deterioration risk index: Developing and piloting a machine learning algorithm to reduce pediatric inpatient deterioration
LOH Rust, TJ Gorham, S Bambach, RS Bode, T Maa, JM Hoffman, ...
Pediatric Critical Care Medicine 24 (4), 322-333, 2023
72023
Deep learning for synthetic CT from bone MRI in the head and neck
S Bambach, ML Ho
American Journal of Neuroradiology 43 (8), 1172-1179, 2022
72022
Exploring inter-observer differences in first-person object views using deep learning models
S Bambach, Z Zhang, DJ Crandall, C Yu
Proceedings of the IEEE International Conference on Computer Vision …, 2017
72017
Detecting screams from home audio recordings to identify tantrums: Exploratory study using transfer machine learning
R O'Donovan, E Sezgin, S Bambach, E Butter, S Lin
JMIR formative research 4 (6), e18279, 2020
62020
Real-time foosball game state tracking
S Bambach, S Lee
Tech. rep., School of Informatics and ComputingIndiana University, 2012
62012
Locating Youth Exposed to Parental Justice Involvement in the Electronic Health Record: Development of a Natural Language Processing Model
S Boch, SA Hussain, S Bambach, C DeShetler, D Chisolm, S Linwood
JMIR Pediatrics and Parenting 5 (1), e33614, 2022
52022
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Articles 1–20