Search Results - "Ward, Isaac"

Maternal stress induces epigenetic signatures of psychiatric and neurological diseases in the offspring by Zucchi, Fabiola C R, Yao, Youli, Ward, Isaac D, Ilnytskyy, Yaroslav, Olson, David M, Benzies, Karen, Kovalchuk, Igor, Kovalchuk, Olga, Metz, Gerlinde A S

“…The gestational state is a period of particular vulnerability to diseases that affect maternal and fetal health. Stress during gestation may represent a…”
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Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data by Lu, Juan, Wang, Ling, Bennamoun, Mohammed, Ward, Isaac, An, Senjian, Sohel, Ferdous, Chow, Benjamin J. W., Dwivedi, Girish, Sanfilippo, Frank M.

“…Our aim was to investigate the usefulness of machine learning approaches on linked administrative health data at the population level in predicting older…”
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Self-supervised Distillation for Computer Vision Onboard Planetary Robots by Goh, Edwin, Ward, Isaac R., Vincent, Grace, Pak, Kai, Chen, Jingdao, Wilson, Brian

“…In situ exploration of planets beyond Mars will largely depend on autonomous robotic agents for the foreseeable future. These autonomous planetary explorers…”
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Transgenerational programming of maternal behaviour by prenatal stress by Ward, Isaac D, Zucchi, Fabíola C R, Robbins, Jerrah C, Falkenberg, Erin A, Olson, David M, Benzies, Karen, Metz, Gerlinde A

“…Peripartum events hold the potential to have dramatic effects in the programming of physiology and behaviour of offspring and possibly subsequent generations…”
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Explainable artificial intelligence for pharmacovigilance: What features are important when predicting adverse outcomes? by Ward, Isaac Ronald, Wang, Ling, Lu, Juan, Bennamoun, Mohammed, Dwivedi, Girish, Sanfilippo, Frank M

“…•A comparison of multiple tree-based machine learning classifiers for predicting acute coronary syndrome from administrative data.•A quantified analysis of…”
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A comparative study on optical flow for facial expression analysis by Allaert, B., Ward, I.R., Bilasco, I.M., Djeraba, C., Bennamoun, M.

“…Optical flow techniques are becoming increasingly performant and robust when estimating motion in a scene, but their performance has yet to be proven in the…”
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Optimal Control of Mechanical Ventilators with Learned Respiratory Dynamics by Ward, Isaac R., Asmar, Dylan M., Arief, Mansur, Mike, Jana Krystofova, Kochenderfer, Mykel J.

“…Deciding on appropriate mechanical ventilator management strategies significantly impacts the health outcomes for patients with respiratory diseases. Acute…”
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Reconstruction of Sea Surface Temperature under Clouds using Masked Autoencoders by Goh, Edwin, Yepremyan, Alice, Ward, Isaac, Wang, Jinbo, Wilson, Brian

“…This paper presents a methodology for reconstructing high-spatial-resolution sea surface temperature (SST) fields under cloud cover using masked autoencoders…”
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Optimal Control of Mechanical Ventilators with Learned Respiratory Dynamics by Ward, Isaac Ronald, Asmar, Dylan M, Arief, Mansur, Mike, Jana Krystofova, Kochenderfer, Mykel J

“…Deciding on appropriate mechanical ventilator management strategies significantly impacts the health outcomes for patients with respiratory diseases. Acute…”
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RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques by Ward, Isaac Ronald, Laga, Hamid, Bennamoun, Mohammed

“…Object detection from RGB images is a long-standing problem in image processing and computer vision. It has applications in various domains including robotics,…”
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Improving Contrastive Learning on Visually Homogeneous Mars Rover Images by Ward, Isaac Ronald, Moore, Charles, Pak, Kai, Chen, Jingdao, Goh, Edwin

“…Contrastive learning has recently demonstrated superior performance to supervised learning, despite requiring no training labels. We explore how contrastive…”
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Optical Flow Techniques for Facial Expression Analysis -- a Practical Evaluation Study by Allaert, Benjamin, Ward, Isaac Ronald, Bilasco, Ioan Marius, Djeraba, Chaabane, Bennamoun, Mohammed

“…Optical flow techniques are becoming increasingly performant and robust when estimating motion in a scene, but their performance has yet to be proven in the…”
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Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes? by Ward, Isaac Ronald, Wang, Ling, lu, Juan, Bennamoun, Mohammed, Dwivedi, Girish, Sanfilippo, Frank M

“…Explainable Artificial Intelligence (XAI) has been identified as a viable method for determining the importance of features when making predictions using…”
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Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function by Ward, Isaac Ronald, Jalwana, M. A. Asim K, Bennamoun, Mohammed

“…This work investigates the impact of the loss function on the performance of Neural Networks, in the context of a monocular, RGB-only, image localization task…”
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A Practical Tutorial on Graph Neural Networks by Ward, Isaac Ronald, Joyner, Jack, Lickfold, Casey, Guo, Yulan, Bennamoun, Mohammed

“…Graph neural networks (GNNs) have recently grown in popularity in the field of artificial intelligence (AI) due to their unique ability to ingest relatively…”
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The Satellite of Procyon by WARD, ISAAC W

“…MR. J. M. BARR's suggestion (NATURE, March 28, p. 510), as to the use of photography to ascertain whether there is any close companion or satellite to Procyon,…”
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Composing a "Concept Album" in the Classical Tradition: Using Elements of Progressive Rock in Cog Song by Ward, John Isaac

“…There are numerous precedents in the classical tradition for collections of songs delivering a unified idea. These pieces typically make use of traditionally…”
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The Satellite of Procyon by WARD, ISAAC W.

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Old Belfast Signboards (Continued) by Ward, Isaac W.

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Old Belfast Signboards (Continued) by Ward, Isaac W.

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