- 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.
R. LaLonde, I. Tanner, K. Nikiforaki, G. Z. Papadakis, P. Kandel, C. W. Bolan, M. B. Wallace, U. Bagci.
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).
A. C. Rodriguez, A. Sharma,
I. Tanner, P. Kandel, R. LaLonde,
D. Livingston, J. Manoj, M.
Raimondo, M. B. Wallace, U. Bagci.
Elsevier, Gastroenterology, Volume 156, Issue 6.
Capsules for Object Segmentation
R. LaLonde & U. Bagci.
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
R. LaLonde, U. Bagci, C. Bolan, M. B. Wallace.
Patent US11064902B2
Diagnosing Colorectal Polyps in the Wild with Capsule Networks.
R. LaLonde, P. Kandel, C. Spampinato,M. B. Wallace, U. Bagci.
IEEE ISBI 2020: International Symposium on Biomedical Imaging. [Oral]
Paper | Code | Video | Project Page
Colorectal Polyp Diagnosis With Contemporary Artificial Intelligence.
P. Kandel, R. LaLonde, V. Ciofoaia, M. B. Wallace, U. Bagci.
Elsevier, Gastrointestinal Endoscopy, Volume 89, Issue 6.
ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information.
R. LaLonde, D. Zhang, M. Shah.
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
R. LaLonde, J. Featherstone, O. Shehata.
Midstates Consortium for Math and Science: Undergraduate Research Symposium.
Examining the effects of self-bias on radio frequency generated plasma using argon gas.
R. LaLonde*, D. Hickox-Young*, H. Koon*, M. Wiebold. *co-first authors
Honors Day Poster Session in the Natural and Mathematical Sciences at St. Olaf College.
Capsules for Image Analysis
R. LaLonde & U.Bagci.
Patent US11010902B2
Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses.
R. LaLonde, D. Torigian, U. Bagci.
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.
S. Laha, R. LaLonde, A. E. Carmack, H. Foroosh, J. C. Olson, S. Shaikh, U. Bagci.
Springer, Frontiers in Computer Science. 2020.
Algorithms and Applications of Novel Capsule Networks.
R. LaLonde. Adviser: U. Bagci. Committee: M. Shah, A. Mahalanobis, M. B. Wallace.
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.
R. LaLonde, Z. Xu, S. Jain, U. Bagci.
Elsevier, Medical Image Analysis. 2020.
Paper | Code | Project Page
Deformable Capsules for Object Detection.
R. LaLonde, N. Khosravan, U. Bagci.
Advanced Intelligent Systems. 2024.