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Ulnar Collateral Ligament Injuries in Overhead Throwers: An All Too Familiar Problem
(2023-04-26) Callahan, Kyle
The ulnar collateral ligament (UCL) is the main stabilizer of valgus stress put on the elbow during overhead throwing movements and thus a common site of tearing. Traditional treatment includes Tommy John surgery, with as long as a 17 months return to play period (4). In professional athletes who require to be healthy to get paid, return to play time is of the essence, so what alternative options are there for those who tear their UCL? This curiosity led to the development of the question: In high level baseball players (HS and above) with UCL tears, is platelet-rich plasma (PRP) injection as effective and possess a quicker return to competition time compared to conventional TJ surgery? After a dive into PRP primary literature, which was scarce considering the novelty of the therapy, PRP has been shown to be highly effective in promoting a quicker return to play in overhead throwing athletes who have experienced partial UCL tears, compared to those undergoing traditional TJ surgery. However, for those who have experienced more severe tears (complete), PRP is likely not an effective option.
Indiana School-based Behavioral Health Workforce Pulse Check
(Bowen Center for Health Workforce Research and Policy, 2025-02-10) Bowen Center for Health Workforce Research and Policy
In concert with Indiana Department of Education (DOE), the Bowen Center developed these survey questions to be distributed to DOE licensed school counselors, school social workers, and school psychologists through a Qualtrics survey.
Workforce Snapshot: Assessing Indiana's School-Based Behavioral Health Workforce
(Bowen Center for Health Workforce Research and Policy, 2025-02-10) Tobin, Mykayla; Maxey, Hannah L.; Vaughn, Sierra; Medlock, Courtney
The Bowen Center partnered with the Indiana Department of Education on an exploratory survey of DOE-licensed school counselors, school social workers, and school psychologists. Findings from that survey are included in this report.
Incentive Mechanism Design for Joint Resource Allocation in Blockchain-Based Federated Learning
(IEEE, 2023-05) Wang, Zhilin; Hu, Qin; Li, Ruinian; Xu, Minghui; Xiong, Zehui; Computer Science, Luddy School of Informatics, Computing, and Engineering
Blockchain-based federated learning (BCFL) has recently gained tremendous attention because of its advantages, such as decentralization and privacy protection of raw data. However, there has been few studies focusing on the allocation of resources for the participated devices (i.e., clients) in the BCFL system. Especially, in the BCFL framework where the FL clients are also the blockchain miners, clients have to train the local models, broadcast the trained model updates to the blockchain network, and then perform mining to generate new blocks. Since each client has a limited amount of computing resources, the problem of allocating computing resources to training and mining needs to be carefully addressed. In this paper, we design an incentive mechanism to help the model owner (MO) (i.e., the BCFL task publisher) assign each client appropriate rewards for training and mining, and then the client will determine the amount of computing power to allocate for each subtask based on these rewards using the two-stage Stackelberg game. After analyzing the utilities of the MO and clients, we transform the game model into two optimization problems, which are sequentially solved to derive the optimal strategies for both the MO and clients. Further, considering the fact that local training related information of each client may not be known by others, we extend the game model with analytical solutions to the incomplete information scenario. Extensive experimental results demonstrate the validity of our proposed schemes.
Polyrate 2023: A computer program for the calculation of chemical reaction rates for polyatomics. New version announcement
(Elsevier, 2024) Meana-Pañeda, Rubén; Zheng, Jingjing; Bao, Junwei Lucas; Zhang, Shuxia; Lynch, Benjamin J.; Corchado, José C.; Chuang, Yao-Yuan; Fast, Patton L.; Hu, Wei-Ping; Liu, Yi-Ping; Lynch, Gillian C.; Nguyen, Kiet A.; Jackels, Charles F.; Fernández-Ramos, Antonio; Ellingson, Benjamin A.; Melissas, Vasilios S.; Villà, Jordi; Rossi, Ivan; Coitiño, Elena L.; Pu, Jingzhi; Albu, Titus V.; Zhang, Rui Ming; Xu, Xuefei; Ratkiewicz, Artur; Steckler, Rozeanne; Garrett, Bruce C.; Isaacson, Alan D.; Truhlar, Donald G.; Chemistry, School of Science
Polyrate is a suite of computer programs for the calculation of chemical reaction rates of polyatomic species (including atoms and diatoms as special cases) by variational transition state theory (VTST); conventional transition state theory is also supported. Polyrate can calculate the rate constants for both bimolecular reactions and unimolecular reactions, and it can be applied to reactions in the gas phase, liquid solution phase, or solid state and to reactions at gas–solid interfaces. Polyrate can perform VTST calculations on gas-phase reactions with both tight and loose transition states. For tight transition states it uses the reaction-path (RP) variational transition state theory developed by Garrett and Truhlar, and for loose transition states it uses variable-reaction-coordinate (VRC) variational transition state theory developed by Georgievskii and Klippenstein. The RP methods used for tight transition states are conventional transition state theory, canonical variational transition state theory (CVT), and microcanonical variational transition state theory (μVT) with multidimensional semiclassical approximations for tunneling and nonclassical reflection. For VRC calculations, rate constants may be calculated for canonical or microcanonical ensembles or energy- and total-angular-momentum resolved microcanonical ensembles. Pressure-dependent rate constants for elementary reactions can be computed using system-specific quantum RRK theory (SS-QRRK) with the information obtained from high-pressure-limit VTST calculation as input by using the SS-QRRK utility code. Alternatively, Polyrate 2023 may be interfaced with TUMME 2023 for a master-equation treatment of pressure dependence or to obtain phenomenological rate constants for complex mechanisms. Potential energy surfaces may be analytic functions evaluated by subroutines, or they may be implicit surfaces defined by electronic structure input files or interface subroutines containing energies, gradients, and force constants (Hessians). For the latter, Polyrate can be used in conjunction with various interfaces to electronic structure programs for direct dynamics, and it has routines designed to make such interfacing straightforward. Polyrate supports six options for direct dynamics, namely (i) straight single-level direct dynamics, (ii) zero-order interpolated variational transition state theory (IVTST-0), (iii) first-order interpolated variational transition state theory (IVTST-1), (iv) interpolated variational transition state theory by mapping (IVTST-M), (v) variational transition state theory with interpolated single-point energies (VTST-ISPE), and (vi) variational transition state theory with interpolated optimized corrections (VTST-IOC). Polyrate can handle multistructural and torsional-potential anharmonicity in conjunction with the MSTor program. Polyrate 2023 contains 112 test runs, and 46 of these are for direct dynamics calculations; 85 of the test runs are single-level runs, and 27 are dual-level calculations.