Search Results - "DAVIS, Jesse"

Impact of Gender and Feature Set on Machine-Learning-Based Prediction of Lower-Limb Overuse Injuries Using a Single Trunk-Mounted Accelerometer by Bogaert, Sieglinde, Davis, Jesse, Van Rossom, Sam, Vanwanseele, Benedicte

“…Even though practicing sports has great health benefits, it also entails a risk of developing overuse injuries, which can elicit a negative impact on physical,…”
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Predicting vertical ground reaction force characteristics during running with machine learning by Bogaert, Sieglinde, Davis, Jesse, Vanwanseele, Benedicte

“…Running poses a high risk of developing running-related injuries (RRIs). The majority of RRIs are the result of an imbalance between cumulative musculoskeletal…”
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Magma accumulation rates and thermal histories of plutons of the Sierra Nevada batholith, CA by Davis, Jesse W., Coleman, Drew S., Gracely, John T., Gaschnig, Richard, Stearns, Michael

“…Zircon U–Pb geochronology results indicate that the John Muir Intrusive Suite of the central Sierra Nevada batholith, California, was assembled over a period…”
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Versatile Synthesis of Amine-Reactive Microgels by Self-Assembly of Azlactone-Containing Block Copolymers by Wang, Xu, Davis, Jesse L, Aden, Bethany M, Lokitz, Bradley S, Kilbey, S. Michael

“…Relations between molecular design, chemical functionality, and stimulus-triggered response are important for a variety of applications of polymeric systems…”
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A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer by Van Roy, Maaike, Robberechts, Pieter, Yang, Wen-Chi, De Raedt, Luc, Davis, Jesse

“…Strategy-optimization is a fundamental element of dynamic and complex team sports such as soccer, American football, and basketball. As the amount of data that…”
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Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults by Mertens, Marc, Debard, Glen, Davis, Jesse, Devriendt, Els, Milisen, Koen, Tournoy, Jos, Croonenborghs, Tom, Vanrumste, Bart

“…The aging population has resulted in interest in remote monitoring of elderly individuals' health and well being. This paper describes a simple unsupervised…”
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A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU by De Brabandere, Arne, Emmerzaal, Jill, Timmermans, Annick, Jonkers, Ilse, Vanwanseele, Benedicte, Davis, Jesse

“…Hip osteoarthritis patients exhibit changes in kinematics and kinetics that affect joint loading. Monitoring this load can provide valuable information to…”
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Trading the FX volatility risk premium with machine learning and alternative data by Dierckx, Thomas, Davis, Jesse, Schoutens, Wim

“…In this study, we show how both machine learning and alternative data can be successfully leveraged to improve and develop trading strategies. Starting from a…”
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Can the Output of a Learned Classification Model Monitor a Person's Functional Recovery Status Post-Total Knee Arthroplasty? by Emmerzaal, Jill, De Brabandere, Arne, van der Straaten, Rob, Bellemans, Johan, De Baets, Liesbet, Davis, Jesse, Jonkers, Ilse, Timmermans, Annick, Vanwanseele, Benedicte

“…Osteoarthritis is a common musculoskeletal disorder. Classification models can discriminate an osteoarthritic gait pattern from that of control subjects…”
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Data fusion of body-worn accelerometers and heart rate to predict VO2max during submaximal running by De Brabandere, Arne, Op De Beéck, Tim, Schütte, Kurt H, Meert, Wannes, Vanwanseele, Benedicte, Davis, Jesse

“…Maximal oxygen uptake (VO2max) is often used to assess an individual's cardiorespiratory fitness. However, measuring this variable requires an athlete to…”
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Control of Self-Assembled Structure through Architecturally and Compositionally Complex Block Copolymer Surfactant Mixtures by Wang, Xu, Davis, Jesse L, Hinestrosa, Juan Pablo, Mays, Jimmy W, Kilbey, S. Michael

“…The self-assembly of binary mixtures of architecturally and compositionally diverse surfactant-like polystyrene–poly(2-vinylpyridine) (PS–PVP) block copolymers…”
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Towards the Monitoring of Functional Status in a Free-Living Environment for People with Hip or Knee Osteoarthritis: Design and Evaluation of the JOLO Blended Care App by Emmerzaal, Jill, De Brabandere, Arne, Vanrompay, Yves, Vranken, Julie, Storms, Valerie, De Baets, Liesbet, Corten, Kristoff, Davis, Jesse, Jonkers, Ilse, Vanwanseele, Benedicte, Timmermans, Annick

“…(1) Background: Joint loading is an important parameter in patients with osteoarthritis (OA). However, calculating joint loading relies on the performance of…”
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Architecture- and Composition-Controlled Self-Assembly of Block Copolymers and Binary Mixtures With Crosslinkable Components: Chain Exchange Between Block Copolymer Nanoparticles by Li, Panpan, Davis, Jesse L, Mays, Jimmy W, Wang, Xu, Kilbey, 2nd, S Michael

“…Chain exchange behaviors in self-assembled block copolymer (BCP) nanoparticles (NPs) at room temperature are investigated through observations of structural…”
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Solution Properties of Architecturally Complex Multiarm Star Diblock Copolymers in a Nonselective and Selective Solvent for the Inner Block by Davis, Jesse L, Wang, Xu, Bornani, Kamlesh, Hinestrosa, Juan Pablo, Mays, Jimmy W, Kilbey, S. Michael

“…In comparison to the behavior of linear block copolymers, much less is known about the structure and properties of highly branched polymeric materials…”
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Machine-learned-based prediction of lower extremity overuse injuries using pressure plates by Nuyts, Loren, De Brabandere, Arne, Van Rossom, Sam, Davis, Jesse, Vanwanseele, Benedicte

“…Although running has many benefits for both the physical and mental health, it also involves the risk of injuries which results in negative physical,…”
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Guest editorial: special issue on machine learning for soccer by Berrar, Daniel, Lopes, Philippe, Davis, Jesse, Dubitzky, Werner

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Accelerometer Based Data Can Provide a Better Estimate of Cumulative Load During Running Compared to GPS Based Parameters by Vanwanseele, Benedicte, Op De Beéck, Tim, Schütte, Kurt, Davis, Jesse

“…Running is a popular way to become or stay physically active and to maintain and improve one's musculoskeletal load tolerance. Despite the health benefits,…”
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Tibial Acceleration-Based Prediction of Maximal Vertical Loading Rate During Overground Running: A Machine Learning Approach by Derie, Rud, Robberechts, Pieter, Van den Berghe, Pieter, Gerlo, Joeri, De Clercq, Dirk, Segers, Veerle, Davis, Jesse

“…Ground reaction forces are often used by sport scientists and clinicians to analyze the mechanical risk-factors of running related injuries or athletic…”
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Evaluation of Automated Hypnogram Analysis on Multi-Scored Polysomnographies by Van der Plas, Dries, Verbraecken, Johan, Willemen, Marc, Meert, Wannes, Davis, Jesse

“…A new method for automated sleep stage scoring of polysomnographies is proposed that uses a random forest approach to model feature interactions and temporal…”
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A BAC-based physical map of the Nile tilapia genome by Katagiri, Takayuki, Kidd, Celeste, Tomasino, Elizabeth, Davis, Jesse T, Wishon, Cassandra, Stern, Justin E, Carleton, Karen L, Howe, Aimee E, Kocher, Thomas D

“…Cichlid fishes, particularly tilapias, are an important source of animal protein in tropical countries around the world. To support selective breeding of these…”
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