Digital Commons Network^™

Machine Learning For Functional Outcome Prediction After Vestibular Schwannoma Surgery: A Systematic Review And Diagnostic Test Accuracy Meta-Analysis, Shiva Nischal, Shaan Patel, Musa China, Kush Kale, Yi Hein Chai, Santosh Guru, William Muirhead, Patrick Grover

Department of Neurosurgery Faculty Papers

PURPOSE: Machine learning (ML) models have been increasingly applied to predict postoperative facial nerve dysfunction and hearing preservation after vestibular schwannoma (VS) surgery. However, reported performance varies substantially, and the overall diagnostic accuracy and clinical reliability of these models remain uncertain. We conducted a systematic review and diagnostic test accuracy meta-analysis to characterise the current state and methodological readiness of ML-based prediction of these outcomes.

METHODS: PubMed, Embase, and CENTRAL were searched from inception to February 2026. Studies evaluating ML-based prediction of facial nerve function or hearing preservation following VS surgery were included. Diagnostic performance metrics were pooled using random-effects …

Staff Education To Improve Healthcare Staff Knowledge Of An Electronic Scheduling System In An Intensive Outpatient Program (Iop), Catherine Kinyili

Walden Dissertations and Doctoral Studies

This Doctor of Nursing Practice staff education project aimed to improve staff knowledge of the newly implemented electronic scheduling and booking kiosk system. A transition from a paper-based to an electronic scheduling system led to reduced staff efficiency, communication challenges, scheduling errors, and delays in patient care. An evaluation identified inconsistent staff knowledge of the newly implemented electronic scheduling system. The practice-focused question for the project was: Among healthcare staff in an intensive outpatient program, how does a one-time structured education and training session affect staff knowledge of a new electronic scheduling system? The purpose of this project was to …

Tony Yew V. Attorney General New Jersey

2026 Decisions

USDC for the District of New Jersey

Strategies For Recruiting Skilled Field Accountants, Gale James

Walden Dissertations and Doctoral Studies

The inability of accounting leaders to recruit skilled accountants can negatively affect a business's profitability. Chief financial officers and accounting leaders who struggle to recruit accountants are at risk of business instability due to a shortage of skilled applicants. The purpose of this qualitative pragmatic inquiry was to explore successful strategies accounting firm leaders used to recruit skilled accountants in North Carolina. This research project was grounded in transformational leadership framework and the decision field theory. The participants in this study consisted of five chief financial officers working at accounting firms who were able to recruit accountants. Data were collected …

Quality Reveals What Quantity Conceals: Deceptive Equity Patterns In Urban Green Space Distribution, Zheng Xian, Yoshiharu Suzuki, Kun Liu, Clive E. Sabel, Naoki Nakaya, Atsushi Hozawa, Tomoki Nakaya

School of Geography, Earth and Environmental Sciences

Equitable provision of urban green space depends on how green space exposure is measured, yet aggregate, quantity-focused metrics can mask disparities in quality. We introduce the concept of deceptive equity, in which apparent distributional fairness conceals substantive inequality, and test it across 344 postcode areas in Sendai, Japan. Across three dimensions — ecological (NDVI), perceptual (Green View Index) and service provision (accessible park count) — we paired a quantity indicator with a quality indicator. A quantity–quality divergence emerged in every dimension: wherever a quality indicator showed a significant socioeconomic gradient it favoured affluent areas, whereas the corresponding quantity indicators were …

Measuring Space Weather Through Nitrogen-Vacancy Diamond Quantum Magnetometry: A Cubesat Mission Exploration, Patrick Bailey, Alberto Diaz, Jacob Boutin, Austin Downey, Wout De Backer

Small Satellite Conference

1. The Challenge

• Solar weather is constantly changing with adverse effects on earth and the space around it
• Solar flares cause communication blackouts
• Coronal mass ejections can damage satellite hardware, and cause geomagnetic induced currents that can damage the power grid
• Difficult to measure these effects in real-time

Thermal Analysis Of Small Satellites, Devansh Patel

Small Satellite Conference

Accurate thermal modeling is essential to spacecraft design, ensuring components remain within operational temperatures throughout orbit. This study develops and validates thermal models of increasing complexity to gain practical experience in spacecraft thermal analysis.

The GRIFEX mission is a 3U CubeSat launched in a 634 km circular polar orbit by the Michigan Exploration Laboratory (MXL). The CubeSat observed both 90° and 0° beta angle orbits during its mission, making it optimal for comparing thermal analysis results for small satellites in low Earth orbit.

Using Ai And Photometry To Locate And Characterize Exoplanets For Small Satellites, Ella Vosburg, Herb Hess, Christine Page

Small Satellite Conference

This poster reports a theoretical design of a spectrometer and deformable mirrors on a CubeSat, coding for preprocessing of data, and how an AI model will be used in postprocessing with Jupiter and its moons as a test case.

Searching for and characterizing exoplanets has driven the design and execution of many observational space missions, as demonstrated by several well-known large telescopes. However, some challenges to expanding our knowledge of the universe remain, including competitive observation times and high cost. This leads to the incumbent methods of using archival transit and spectroscopic data.

Smaller satellites have an advantage on these …

Concept Of Operation Logic And Implementation Expectations For Multimode Propulsion Technology Demonstration Missions, Logan Thompson, Michael Harrigan, Theresa Sandborn, Victoria Coverstone, Joshua L. Rovey

Small Satellite Conference

Traditional single-mode propulsion systems are typically optimized for either high-thrust, short-duration maneuvers (chemical propulsion) or high-efficiency, low-thrust operations (electric propulsion). For CubeSats, which are limited by mass, volume, power, and system complexity, carrying separate propulsion systems for each mission phase is often impractical. Multimode propulsion systems overcome this limitation by combining chemical and electric propulsion within a shared architecture, allowing a single spacecraft to perform both rapid maneuvers and efficient long-duration orbit maintenance.

Demonstrating a multimode propulsion system requires more than operating two propulsion modes on the same spacecraft. Shared propellant, feed systems, thermal interactions, power usage, and transitions …

Redo-Transcatheter Aortic Valve Replacement With Self-Expanding Valves: A U.S. Registry Analysis., Toby Rogers, Vinayak N Bapat, Stanley J Chetcuti, Harold L Dauerman, John K Forrest, Sachin S Goel, Kendra J Grubb, Wah Wah Htun, Rishi Puri, Michael J Reardon, Gilbert H L Tang, Amit N Vora, Steven J Yakubov, Ruth Eisenberg, Guilherme F Attizzani

Heart and Vascular Articles

BACKGROUND: Redo-transcatheter aortic valve replacement (TAVR) for failed transcatheter heart valves is expected to increase, but data on outcomes with self-expanding valves remain limited.

OBJECTIVES: The aims of this study were to evaluate procedural, clinical, and quality-of-life outcomes following redo-TAVR using self-expanding Evolut valves and to compare these outcomes with those among a contemporary native TAVR cohort.

METHODS: Outcomes after redo-TAVR with Evolut R, Evolut PRO, and Evolut PRO+ valves in the Society of Thoracic Surgeons/American College of Cardiology TVT (Transcatheter Valve Therapy) Registry were analyzed and compared with outcomes after native-valve TAVR using the same valve platform during the …

New Frontiers In Diagnosing Equine Lameness, Hyrum Hoopes, Karl Hoopes

All Current Publications

Lameness is one of the most common and expensive health problems seen in horses. Modern technology allows veterinarians to look beneath the surface. Tools such as artificial intelligence (AI), computed tomography (CT), magnetic resonance imaging (MRI), digital radiography (X-rays), nuclear scintigraphy, ultrasound, and positron emission tomography (PET) give clearer, more detailed pictures of what’s happening inside the horse’s leg. Each technology offers different advantages, from identifying uneven movement to revealing hidden damage within bones, joints, or soft tissues. When combined with veterinary visual evaluation, they help pinpoint the cause of lameness faster and more accurately than ever before.

Mackay Props. Llc V. Hernandez

All Decisions

Court grants tenant's pro se OSC for stay of execution of warrant of eviction based on HRA one-shot-deal approval covering substantial arrears. Court orders entire proceeding stayed until landlord corrects HPD violations including Class C immediately hazardous violations, citing Park West Management Corp v Mitchell warranty of habitability mandate. Landlord further enjoined from starting a new nonpayment proceeding during the stay.

Advanced Ai Deployment On Smallsats: A Mixed Precision Approach To Onboard Perception And Fpga-Gated Inference, Margaret Michelsen, Jackson Gardner, Shawn Jones, Jackson Kulik, Mario Harper

Small Satellite Conference

MOTIVATION:

SmallSats are asked to make time-sensitive calls (vessel detection, cloud filtering, debris tracking) but CubeSat-class compute is starved for power, memory, and radiation-tolerant silicon.

Most missions still downlink raw imagery for ground processing, costing hours-to-days of latency and scarce bandwidth. Running inference onboard means solving two separate problems:

• When to run inference: compute and power budgets can’t tolerate a neural network firing on every frame.
• Whether it fits when it does run: the model has to live inside a memory and compute envelope measured in megabytes, not gigabytes.

Characterizing Rolling-Shutter Distortions In A 1u Cubesat Camera Using Led Strobe Imaging, Sharon Chan, Arseniy Dolgov, Andrea Schildhorn, Jenny Zhu, David Michelson

Small Satellite Conference

The ArduCAM OV5642 rolling shutter sensor was selected for ALEASAT because its simpler design results in reduced cost, power consumption, and heat generation. Although rolling shutter readout can introduce image skew due to the relative motion between the CubeSat and Earth, these sensors provide sufficient resolution and sensitivity within mission constraints. The feasibility of de-skewing, therefore, depends on the stability and predictability of the rolling shutter readout. Camera testing is not currently included in ISO 19683 (Space Systems – Design qualification and acceptance tests of small spacecraft and units). This work could be a step towards addressing that omission.

The …

Design And Performance Evaluation Of A Water-Based Micro-Propulsion System For Cubesats, Wasan Al Salhi

Small Satellite Conference

In this paper, a water-based micro-propulsion system is proposed as a controlled and safe thrust system for CubeSat missions. The system is intended to prevent failure in the case of partial power failure or loss of control by providing a low thrust level that can be used for trajectory correction and safe recovery. A system-level analytical model and numerical simulations are developed to investigate the performance of the proposed water-based micro-propulsion system under emergency operating conditions. The simulations showed that the low thrust propulsion system can be used to greatly improve the safety of the system while maintaining the advantages …

Development Of Low-Cost And Mobile University Ground Stations, Michael Cargill, Matthew Watson, Patrick Bailey, Jacob Boutin, Wout De Backer

Small Satellite Conference

Recent years have seen a deluge of university-class small satellite missions, driving an increase in demand for ground stations. SatNOGS is an open-source network of ground stations allowing users to schedule observations on each others’ hardware. Most stations are fixed in-place. Mobile stations lack endurance or are high cost. There is a gap for a low-cost option for groups needing mobility.

Experimental And Analytical Investigation Of Low-Power Resistojet Performance For Small Satellites, Ryan Mcpherson, Daniel Kichma, Nathan Paes, Benoit Larouche, Robert E. Zee

Small Satellite Conference

• Small satellite missions increasingly require propulsion systems that can deliver meaningful maneuverability within tight limits on mass, volume, and power.
• Water resistojet thrusters are attractive for this class of spacecraft because they are simple, nontoxic, and compatible with typical small satellite power budgets, but achieving efficient performance at low power remains challenging.
• This work addresses that gap through coupled thermo-fluid modeling, parametric trade studies, and experimental characterization of low-power water resistojet prototypes using a low-cost vacuum testbed. 

Multi-Satellite Optical Link Scheduling With Direct Nonlinear Attitude Planning, Leif Nelson, Yung-Jai Pomeroy, Daniel J. Garcia

Small Satellite Conference

The Problem:

Low Earth Orbit (LEO) constellations increasingly rely on Optical Inter-Satellite Links (OISL) to route data across dynamic satellite networks. As satellites move through their orbits, communications continuously change due to line-of-sight constraints, link quality variations, and spacecraft pointing limitations. Traditional routing approaches often consider network optimization separately from spacecraft attitude control, creating a disconnect between planned routes and physically achievable communication links. This work addresses the challenge of simultaneously generating communication routes while validating that satellites can physically point toward their assigned target. The result is an end-to-end framework that integrates network planning, optical link feasibility, and spacecraft …

Power Simulation Framework For Korucusat-2 Using Freeflyer, Sahil Singh, Annabel Rong, Mukund Karthikeyan

Small Satellite Conference

A FreeFlyer-based power simulation was developed for KORUCUSAT-2, a low Earth orbit CubeSat designed to monitor silicon-anode battery behavior in space. The spacecraft model uses body-mounted solar panels with five modules on each of the +X, -X, +Y, and -Y faces. The simulation integrates orbital propagation, Earth shadowing, Sun-incidence angle, ground-station visibility, mode-dependent subsystem loads, and battery-state propagation to estimate electrical margin. Battery watt-hours and normalized state of charge are updated at each 30 s step so that critical, low-power, operations, and transmission modes can be evaluated against stored-energy limits. The framework provides a traceable prelaunch test bench for power-system …

Toward Plug-And-Play Sensor Integration: A Multi-Protocol Hardware Bridge For Nanosatellites, Pawan Kumar, Moritz P. Heimbach, Shayarrn Khatiwada, Jiten Thapa, Marco Schmidt

Small Satellite Conference

COTS sensors speak many protocols; but the satellite bus understands only a few. An FPGA hardware bridge board reroutes heterogeneous sensor protocols (UART, SPI, RS-422, RS-485) to the single communication channel with minimum latency supporting plug-and-play with no bus redesign.

A Proposed Development Process For A Hardware-In-The-Loop Testing System For Cubesat Components, Vahini N. Patel, Victoria Coverstone

Small Satellite Conference

Hardware-in-the-loop testing systems, commonly known as FlatSats, are testbed systems in which spacecraft subsystems, such as the onboard computer (OBC), power system, attitude determination and control system (ADCS), and communications, are laid flat and interconnected as they would be in an actual spacecraft. This arrangement gives easy access to each subsystem, enabling hardware and software testing and troubleshooting without risking fully assembled flight hardware.

FlatSats are widely used throughout the aerospace industry, from government agencies like ESA and NASA to private companies and university research labs, due to their versatility in enabling parallel development. This accelerates timelines and reduces …

Tracking Assembly For The Pulse-A Optical Ground Station, Rodrigo Spinola E Castro, Ashley Ashiku, Elizabeth Rosario, Juan Ignacio Prieto Asbun, Robert Pitu, Tian Zhong

Small Satellite Conference

PULSE-A is the University of Chicago’s student-led 3U CubeSat mission to demonstrate a space-to-ground optical downlink at a data rate of 1 to 10 Mbps using circular polarization shift keying (CPolSK).

Integrated Optical/Body-Dynamics Simulations For Pointing, Acquisition And Tracking For The Pulse-A Mission, Juan Ignacio Prieto Asbun, Elizabeth Rosario, Jiayang Xu, Catherine Todd, Robert Pitu, Tian Zhong

Small Satellite Conference

PULSE-A is the University of Chicago’s student-led 3U CubeSat mission to demonstrate a space-to-ground optical downlink at a data rate of 1 to 10 Mbps using circular polarization shift keying (CPolSK).

To avoid costly and ineffective hardware-in-the-loop simulations, we instead present software-in-the-loop simulations designed to qualify our optical and PAT systems. This allows for simulations of the coupled optical systems that include closed-loop corrections and body pointing errors.

Iterative Determination Of Pressures In The Refueling Process Of The Pw-Sat3 Satellite, Jakub Paziewski, Michał Niewiadomski, Paweł Senda, Jakub Dresler, Mikołaj Kmin, Kacper Kordek

Small Satellite Conference

PW-Sat3 is a 3U CubeSat being developed by the Students’ Space Association at the Warsaw University of Technology. It is a third satellite in the PW-Sat series, following PW-Sat with a deorbitation tail and PW-Sat2 with a deorbitation sail. PW Sat3 will be equipped with a warm-gas propulsion system and an authorial AOCS written by the students.

The final goal is to perform orbital decay by lowering the perigee. Secondary goals include taking pictures of the planet and evaluating innovative Earth horizon sensors using the satellite as a platform for amateur radio experiments.

Sailing To The Stars Iss Experiment: Results And Conclusions From Light Sail Deployments In Microgravity, Verena Padres, Parishee Bajaj, Venkata Chalamalasetty, Claire Kim, Joshua Umansky-Castro, Dionna Parina, Gabriella Elcsics-Gonzalez, Cameron Goddard, Ethan Francolla, Mason Peck, Andrew Filo, Alex Burke, Olivia Gámez Holzhaus, Heath Mills, Christopher Kelly

Small Satellite Conference

Sailing to the Stars is a mission to test the deployment of free-flying light sails on the International Space Station (ISS). The objective is to understand how different deployer designs affect the stability of both the CubeSat Deployer and the light sail during and after the deployment event. Data from the IMU onboard the deployer and video footage from wall-mounted cameras are used to analyze these dynamics. The findings shall inform the design of future missions that employ this free-flying ChipSat-sail architecture.

The hardware launched with Crew-11 on August 1^st, 2025. Nicole Ayers conducted the experiment on August …

Software For The Alpha Cubesat Mission: System Architecture, Development, And Testing Behind Successful Flight Operations, Eric Zhang, Jonathan Ma, Joshua Umansky-Castro, Lauren Greenhill, Duncan Mcdonald, Damian Hackett, Maria Boza, Cameron Goddard

Small Satellite Conference

Alpha CubeSat is a 1U CubeSat designed, built, and operated by a student-led team at Cornell University. Its primary mission is to deploy a free-flying lightsail in low Earth orbit, carrying gram-scale "ChipSat" flight computers as a demonstration of low-cost distributed sensing in space. The spacecraft was built around commercial, off-the-shelf hardware, including a Teensy 3.5 microcontroller as the primary flight computer and a RockBLOCK Iridium modem for communication, and was developed and flown under the constraints that define a student program: a small power budget, a rotating team, limited development time, and an intermittent operations radio link. The CubeSat …

An Open-Source Gps Simulator For Small Satellites In Low Earth Orbit, Marc Oger, Ada Li, Yousif Elwishahy, Ari Cholakian, Max Xiang, Warrick Lo, David G. Michelson

Small Satellite Conference

Small Earth-observation satellites, such as the University of British Columbia's upcoming ALEASAT mission, require accurate knowledge of their orbital position so that they can target specific locations on the globe as required by the needs of their users while avoiding restricted areas as required by government regulations.

Lighting Up The Moon: A Scheduling Framework For Cislunar Space Based Solar Power Orchestration, Vaibhav Bhosale, Andrew Woo, Ada Gavrilovska, Christopher R. Valenta, Ketan Bhardwaj

Small Satellite Conference

Surviving the Lunar Night

• 14 Earth day lunar nights
• More batteries, more mass, higher cost

Generalized Attitude Control For Small Spacecraft, Patrick Mckeen, Niclas Scheuer, Kerri Cahoy

Small Satellite Conference

Published controllers are derived for one actuator set, pointing goal, orbit, and disturbance model. Porting one means reproducing the paper, validating the implementation, then changing hardware and mission assumptions together.

Predictive Validity Of Basc-3 Anxiety And Working Memory Scores For Clinically Significant Test Anxiety: Including Case-Level Examination Of Misclassified Profiles, Des'tiana Williams, Luis E. Aguerrevere, Nina Harness

Archives of Assessment Psychology

High school and college students can struggle with test anxiety, which may result in test scores below the capacity of the student. Previous literature suggests that test anxiety is related to general anxiety and limited working memory (WM), yet the extent to which these factors predict test anxiety in commonly used clinical psychoeducational assessments has not been thoroughly examined. In this study, we examined how well scores on the Behavior Assessment System for Children- 3rd edition (BASC-3) Self-Report Anxiety scale and Working Memory Index (WMI) on the Wechsler Adult Intelligence Scale – Fourth Edition (WAIS-IV), Wechsler Intelligence Scale for Children …