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Joshua Southern
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A bayesian deep learning framework for end-to-end prediction of emotion from heartbeat
R Harper, J Southern
IEEE transactions on affective computing 13 (2), 985-991, 2020
832020
Physics-informed deep neural network for rigid-body protein docking
F Sverrisson, J Feydy, J Southern, MM Bronstein, BE Correia
MLDD workshop of ICLR 2022, 2022
162022
End-to-end prediction of emotion from heartbeat data collected by a consumer fitness tracker
R Harper, J Southern
2019 8th international conference on affective computing and intelligent …, 2019
162019
Curvature filtrations for graph generative model evaluation
J Southern, J Wayland, M Bronstein, B Rieck
Advances in Neural Information Processing Systems 36, 2024
92024
Deep sharpening of topological features for de novo protein design
Z Harteveld, J Southern, M Defferrard, A Loukas, P Vandergheynst, ...
ICLR2022 Machine Learning for Drug Discovery, 2022
52022
Deep learning to detect macular atrophy in wet age-related macular degeneration using optical coherence tomography
W Wei, J Southern, K Zhu, Y Li, MF Cordeiro, K Veselkov
Scientific Reports 13 (1), 8296, 2023
32023
Exploring" dark matter" protein folds using deep learning
Z Harteveld, A Van Hall-Beauvais, I Morozova, J Southern, CA Goverde, ...
bioRxiv, 2023.08. 30.555621, 2023
22023
Evaluation Metrics for Protein Structure Generation
J Southern, A Schneuing, MM Bronstein, B Correia
ICML 2023 Workshop on Computational Biology, 2023
12023
On the Expressive Power of Ollivier-Ricci Curvature on Graphs
J Southern, J Wayland, MM Bronstein, B Rieck
ICML 2023 Workshop on Topology, Algebra and Geometry, 2023
12023
Genomic-driven nutritional interventions for radiotherapy-resistant rectal cancer patient
J Southern, G Gonzalez, P Borgas, L Poynter, I Laponogov, Y Zhong, ...
Scientific Reports 13 (1), 14862, 2023
2023
Dynamic user response data collection method
R Harper, S De Vries, J Southern
US Patent App. 17/791,520, 2023
2023
Mental state determination method and system
J Southern, R Harper, S De Vries
US Patent App. 17/426,208, 2022
2022
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