- Michelangelo Buonarroti -
“If you knew how much work went into it, you wouldn't call it genius.”
PUBLICATIONS & PATENTS
2020
2019
PRESENT
INN: Inflated Neural Networks for IPMN Diagnosis.
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R. LaLonde, I. Tanner, K. Nikiforaki, G. Z. Papadakis, P. Kandel, C. W. Bolan, M. B. Wallace, U. Bagci.
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MICCAI 2019, International Conference on Medical Image Computing and Computer Assisted Intervention.
Paper | Code | Poster | Project Page
Brown Adipose Tissue Activation Detected by Artifical Intelligence Assisted Radiomics: An Early Biomarker for Pancreatic Ductal Adenocarcinoma (PDAC).
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A. C. Rodriguez, A. Sharma,
I. Tanner, P. Kandel, R. LaLonde,
D. Livingston, J. Manoj, M.
Raimondo, M. B. Wallace, U. Bagci.
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Elsevier, Gastroenterology, Volume 156, Issue 6.
Capsules for Object Segmentation
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R. LaLonde & U. Bagci.
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MIDL 2018, International conference on Medical Imaging with Deep Learning. [Oral][CIFAR Travel Award]
Paper | Code | Video | Project Page
Systems, Methods, and Media for Automatically Diagnosing Intraductal Papillary Mucinous Neosplasms Using Multi-Modal Magnetic Resonance Imaging Data
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R. LaLonde, U. Bagci, C. Bolan, M. B. Wallace.
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Patent US11064902B2
Diagnosing Colorectal Polyps in the Wild with Capsule Networks.
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R. LaLonde, P. Kandel, C. Spampinato,M. B. Wallace, U. Bagci.
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IEEE ISBI 2020: International Symposium on Biomedical Imaging. [Oral]
Paper | Code | Video | Project Page
Colorectal Polyp Diagnosis With Contemporary Artificial Intelligence.
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P. Kandel, R. LaLonde, V. Ciofoaia, M. B. Wallace, U. Bagci.
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Elsevier, Gastrointestinal Endoscopy, Volume 89, Issue 6.
ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information.
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R. LaLonde, D. Zhang, M. Shah.
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IEEE CVPR 2018, IEEE International Conference on Computer Vision and Pattern Recognition.
Paper | Video | Results | Poster| Project Page
2018
2016
2015
HiPerCiC: Interdisciplinary Course on Collaborative Web Applications
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R. LaLonde, J. Featherstone, O. Shehata.
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Midstates Consortium for Math and Science: Undergraduate Research Symposium.
Examining the effects of self-bias on radio frequency generated plasma using argon gas.
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R. LaLonde*, D. Hickox-Young*, H. Koon*, M. Wiebold. *co-first authors
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Honors Day Poster Session in the Natural and Mathematical Sciences at St. Olaf College.
Capsules for Image Analysis
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R. LaLonde & U.Bagci.
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Patent US11010902B2
Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses.
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R. LaLonde, D. Torigian, U. Bagci.
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MICCAI 2020, International Conference on Medical Image Computing and Computer Assisted Intervention.
[Oral][MICCAI Travel Award]
Paper | Code | Project Page
Analysis of Video Retinal Angiography with Deep learning and Eulerian Magnification.
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S. Laha, R. LaLonde, A. E. Carmack, H. Foroosh, J. C. Olson, S. Shaikh, U. Bagci.
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Springer, Frontiers in Computer Science. 2020.
Algorithms and Applications of Novel Capsule Networks.
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R. LaLonde. Adviser: U. Bagci. Committee: M. Shah, A. Mahalanobis, M. B. Wallace.
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Ph.D. Defense, Center for Research in Computer Vision, University of Central Florida, June 24, 2020.
Bi-Fold | Video | Project Page
Capsules for Biomedical Image Segmentation.
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R. LaLonde, Z. Xu, S. Jain, U. Bagci.
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Elsevier, Medical Image Analysis. 2020.
Paper | Code | Project Page
Deformable Capsules for Object Detection.
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R. LaLonde, N. Khosravan, U. Bagci.
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Under review at [name withheld].