Life Sciences Commons^™

Commonly Encountered Insect Pests Of Virginia, Angel Almaas

Department of Entomology: Distance Master of Science Projects

Foreword

The goal of this pamphlet is to provide an outline of over 50 commonly encountered pest species that occur in Virginia. Care was given to represent each category of pest. This is by no means an exhaustive list of insect pests in Virginia. However, the profiles chosen are reflective of data from insect inventories performed on military bases in coastal Virginia (Fort Eustis, Langley Air Force Base, and Camp Pendleton), sampling from counties in central Virginia, insect species diversity surveys performed in northern Virginia, annual species counts of vector surveillance data from the Virginia Department of Health, and information …

A Comprehensive Catalog Of The Important Insects Found Within The Usa's National Parks, Raven Patrick

Department of Entomology: Distance Master of Science Projects

To fulfill the Masters in Entomology Masters Project requirement, I chose to focus on creating a list of the important insects found within the National Parks of the United States. Important insects, although subjective, was grouped into four categories for my project: Keystone Insect Species, Invasive Insect Species, Insect Species of Conservation Concern, and Culturally Significant Insect Species. Keystone insects include those that are important parts of ecosystems and who which without would cause a significant upset to the food web. Invasive insect species includes those that are introduced into parks accidentally, usually through anthropogenic means, and are causing ecological …

Alfred Russel Wallace Notes 36. Wallace, Evolution And Providence., Charles H. Smith

Faculty/Staff Personal Papers

One of Alfred Russel Wallace’s most important contributions to thought was his identification of the key role provident behavior assumes in human evolution. In this essay I set out the way this idea influenced his thought process after 1864, and especially how it affected his appreciation of the possible role of spiritualism in evolution.

Enhancing Remote Sensing Imagery Temporal Resolution Using Starfm Data Fusion Approach For Improved Land Surface Monitoring, Ahmadreza Pourghodrat

School of Computing: Dissertations, Theses, and Student Research

High-resolution remote sensing imagery plays a critical role in various domains, such as farm-level agricultural operations, environmental monitoring, and natural resource management. However, data with high spatial resolution typically have low temporal resolution, and those with high temporal resolution often lack spatial detail. For example, Landsat 8 and 9 satellites deliver high spatial resolution images with a 30-meter pixel size but suffer from low temporal resolution, with a 16-day revisit cycle. In contrast, satellites like MODIS and VIIRS provide daily images but with a much coarser spatial resolution (375 meters or more), reducing spatial details. Additionally, there is a lack …

Editorial Overview: From Neurons To Ecology: How Sensory Information Guides Insect Behaviour, Natalie Hempel De Ibarra, Julie A. Mustard

School of Integrative Biological & Chemical Sciences Faculty Publications

No abstract provided.

Low Dissolved Oxygen Operation Enhances Biological Phosphorus Removal In Wastewater Treatment, Haley Morgan

Civil & Environmental Engineering Theses & Dissertations

Biological phosphorus (bio-P) removal occurs when bacteria are exposed to anaerobic/aerobic conditions that stimulate polyphosphate-accumulating organisms (PAOs) to uptake phosphorus. In most treatment plants, dissolved oxygen (DO) concentrations in the aeration tanks are commonly at or above 2.0 mg O₂/L, which is often referred to as the most optimal aeration condition for bio-P. If bio-P can happen efficiently at lower DO (< 0.3 mg O₂/L), then the energy demand of aeration can be decreased appreciably. This research was conducted in a biological nutrient removal (BNR) pilot plant to assess the performance of bio-P at progressively lower DO operation. This …

Market Structure Evolution In The U.S. Automobile Industry: A Review Of Diversity And Concentration Metrics, P.V. (Sundar) Balakrishnan

AMTP Proceedings 2025

I examine the evolution of market structure in the U.S. automobile industry from 1937 to the present, focusing on the application of both traditional and novel diversity and concentration metrics. I use the Herfindahl-Hirschman Index (HHI), Comprehensive Concentration Index (CCI), and newer metrics from fields such as ecology and genetics to uncover insights into the shifting dynamics of market power, firm turnover, and industry stability. The U.S. automobile industry, characterized by consolidation and technological advancement, provides a unique case study for analyzing long-term market evolution. I contribute to the literature by synthesizing a broad range of diversity metrics and offering …

Gastroesophageal Reflux And Gastrointestinal Symptoms After Metabolic And Bariatric Surgery In Adolescents: An 8-Year Follow-Up Analysis, John B Rode, Suhail A Zeineddin, Jane C Khoury, Todd M Jenkins, Stephanie R Sisley, Anita P Courcoulas, Justin R Ryder, Marc P Michalsky, Thomas H Inge

Children’s Nutrition Research Center Staff Publications

Importance: Vertical sleeve gastrectomy (VSG) and Roux-en-Y gastric bypass (RYGB) are the most commonly performed metabolic and bariatric surgery (MBS) procedures in adolescents and adults. Despite their safety and effectiveness, there is concern over postoperative gastrointestinal symptoms (GIS), especially gastroesophageal reflux symptoms (GERS), in those undergoing VSG.

Objective: To evaluate the long-term prevalence of GIS in adolescents who underwent RYGB or VSG.

Design, setting, and participants: This is a prospective, multicenter, observational cohort study at five academic referral centers in the United States. Patients were enrolled from February 28, 2007, through December 30, 2011. The analysis included 228 adolescents: 161 …

Drivers Of Seagrass Decline In Perth Waters And Actions To Halt Decline, Kathryn Mcmahon, Simone Strydom, Natasha Dunham, John Whale, Chanelle Webster, Nicole Said

Research outputs 2022 to 2026

Executive summary:

• Experts from consulting, government and research including individuals with up to 50 years’ experience in Perth coastal waters discussed potential drivers of seagrass decline based on trends from the long-term seagrass monitoring program in Cockburn and Warnbro Sound and Owen Anchorage (27 sites from 2003-2020) and their personal knowledge and expertise.

• The collation of seagrass monitoring data demonstrated that of the 27 sites monitored, only six had a significant decline over time, and these sites were both within and outside of Cockburn Sound (Warnbro Sound, Southern Flats, Jervoise Bay, Garden Island and Woodman Point).

• For …

Evaluating The Costs Of Alternative Malting Grains For Market Adaptation: A Case Study On Rice Malt Production In The U.S, Bernardo P. Guimaraes, Lawton L. Nalley, Scott Robert Lafontaine

Food Science Faculty Publications and Presentations

Climate change, import restrictions, and global conflicts are significantly impacting brewing raw material supply and costs. To shield the malting and brewing industries from these disruptions, alternative crops to barley must be explored. Rice presents a promising option, yielding twice as much per hectare as barley and showing greater climate resilience. Monte Carlo simulations estimated the economic and agronomic impact of using rice for malting. While rice malt is more expensive to produce, it remains an attractive gluten-free alternative. Beer brewed from 100% rice malt costs 33% more than barley-based beer but reduces acreage requirements by 50-67%. Using rice malt …

Micronutrient Applications To Enhance Olive Fruit Growth And Extra Virgin Olive Oil Chemical And Sensory Attributes, Tommaso Ganino, Martina Galaverni, Lucia Morrone, Scott Lafontaine, Rahul Sen, Annalisa Rodolfi, Ilaria Marchioni, Tina Lino, Deborah Beghe, Margherita Rodolfi

Food Science Faculty Publications and Presentations

This study investigated the effects of micronutrient treatments-Selenium and Betaine (SeBe), Boron (B), Betaine (Be), and their combinations-on the growth, physicochemical attributes, and sensory qualities of 'Nostrana di Brisighella' olives. Treatments significantly influenced fruit size, firmness, water content, oil content, and sensory characteristics. SeBe-treated plants yielded larger fruits with higher firmness and oil content, likely due to enhanced water retention and metabolic activity. Notably, B and Be treatments positively influenced sensory attributes, with B enhancing flavor complexity and Be contributing to improved fruit sweetness and aromatic profiles. The combination of B and Be resulted in a synergistic effect, yielding olives …

Development Of A Noninvasive Genotyping-In-Thousands (Gtseq) Panel For Long-Term Conservation Of Western Great Lakes Gray Wolves (Canis Lupus), Samuel D. Hervey, Bridgett M. Vonholdt, Mark C. Romanski, Tyler J. Wheeldon, Brent R. Patterson, Kristin Brzeski

Michigan Tech Publications

The application of noninvasive genetic methods toward the field of conservation has increased our understanding of many wildlife populations that are difficult to sample, allowing for better management. In molecular ecology, the use of noninvasive sampling became widely feasible with the advent of microsatellites, a highly polymorphic, short-length marker that could be genotyped from low-quality DNA sources. Despite decades of use, many microsatellite panels continue to suffer from high genotyping error rates, allelic dropout, and limited reproducibility across laboratories. To address these issues, single nucleotide polymorphisms (SNPs) offer advantages such as lower genotyping error rates, avoidance of allelic dropout due …

Age-Associated Proteins Explain The Role Of Medial Temporal Lobe Networks In Alzheimer’S Disease, Adam Turnbull, Yejin Kim, Kai Zhang, Xiaoqian Jiang, Zihuai He, Victor W Henderson, F Vankee Lin

Faculty, Staff and Student Publications

The structural connectivity (SC) of the medial temporal lobe and its associated cortical anterior temporal and posterior medial networks (MTL-AT-PM) is linked to pathologies and memory decline in Alzheimer's disease (AD). However, neuroimaging analyses cannot tell us how SC changes occur in AD at the molecular level and do not provide a means of intervening to slow/prevent pathology-related changes in MTL-AT-PM SC. The current study aimed to understand how and where AD-related changes occur within MTL-AT-PM using proteomics. We used a 4-step approach in 101 older adults from a local sample, aiming to understand how proteins and SC in combination …

Revisions To The Safety Assurance Factors For Electronic Health Record Resilience (Safer) Guides To Update National Recommendations For Safe Use Of Electronic Health Records, Dean F Sittig, Trisha Flanagan, Patricia Sengstack, Rosann T Cholankeril, Sara Ehsan, Amanda Heidemann, Daniel R Murphy, Hojjat Salmasian, Jason S Adelman, Hardeep Singh

Faculty, Staff and Student Publications

The Safety Assurance Factors for Electronic Health Record (EHR) Resilience (SAFER) Guides provide recommendations to healthcare organizations for conducting proactive self-assessments of the safety and effectiveness of their EHR implementation and use. Originally released in 2014, they were last updated in 2016. In 2022, the Centers for Medicare and Medicaid Services required their annual attestation by US hospitals.

Objectives: This case study describes how SAFER Guide recommendations were updated to align with current evidence and clinical practice.

Materials and methods: Over nine months, a multidisciplinary team updated SAFER Guides through literature reviews, iterative feedback, and online meetings.

Results: We reduced …

Small-Molecule Mitotic Inhibitors As Anticancer Agents: Discovery, Classification, Mechanisms Of Action, And Clinical Trials, Yazmin Salinas, Subhash Chauhan, Debasish Bandyopadhyay

School of Medicine Publications

Despite decades of research, cancer continues to be a disease of great concern to millions of people around the world. It has been responsible for a total of 609,820 deaths in the U.S. alone in 2023. Over the years, many drugs have been developed to remove or reduce the disease’s impact, all with varying mechanisms of action and side effects. One class of these drugs is small-molecule mitotic inhibitors. These drugs inhibit cancer cell mitosis or self-replication, impeding cell proliferation and eventually leading to cell death. In this paper, small-molecule mitotic inhibitors are discussed and classified through their discovery, underlying …

Vitamin A Fortification: Key Factors And Considerations For Effective Implementation, Joohun Han, Alvaro Durand-Morat, Khondoker Abdul Mottaleb

Agricultural Economics and Agribusiness Faculty Publications and Presentations

Vitamin A fortification plays a crucial role in achieving long-term economic development in developing countries by supporting the growth and development of human capital. While fortification programs involve a range of nutritional, agricultural, economic, and political considerations, there is a lack of a comprehensive overview of the topic in the literature. Our review highlights the importance of holistic approach in designing fortification programs: the effective program should consider (a) the agronomic, economic, and administrative capability of the target regions in regard of fortification method and vehicle to maximize effectiveness; (b) strategies to ensure the producers' and consumers' adoption to enhance …

The Cgas-Sting1 Pathway As A Mediator Of Innate Immune Response In Cardiovascular Disease, Leila Rouhi, Priyatansh Gurha, Ali J Marian

Faculty, Staff and Student Publications

The innate immune response, a rapid and cell-autonomous response of the cell to the pathogens, recognizes the external as well as the internal pathogens, such as self-DNA, released from the damaged cells. The response activates a set of molecules that induce the expression of proinflammatory cytokines and chemokines and leads to inflammation, fibrosis, and cell death. The innate immune response comprised of DNA-sensing protein cyclic guanosine monophosphate-adenosine monophosphate synthase (CGAS) and its downstream molecules, the stimulator of interferon genes 1 (STING1), TANK-binding kinase 1 (TBK1), interferon regulatory factor 3 (IRF3), and nuclear factor kappa B (NFκB), are activated in several …

Correction To: Selinexor In Combination With Carboplatin And Paclitaxel In Patients With Advanced Solid Tumors: Results Of A Single-Center, Multi-Arm Phase Ib Study, Kyaw Z Thein, Daniel D Karp, Apostolia Tsimberidou, Jing Gong, Selma Sulovic, Jatin Shah, Denái R Milton, David S Hong, Filip Janku, Lacey Mcquinn, Bettzy A Stephen, Rivka Colen, Brett W Carter, Timothy A Yap, Sarina A Piha-Paul, Siqing Fu, Funda Meric-Bernstam, Aung Naing

Faculty, Staff and Student Publications

No abstract provided.

Real-World Effectiveness Of Chemoimmunotherapy And Novel Therapies For Patients With Relapsed/Refractory Aggressive Large B-Cell Lymphoma, Loretta J Nastoupil, Clark R Andersen, Amy Ayers, Yucai Wang, Thomas M Habermann, Dai Chihara, Brad S Kahl, Brian K Link, Jean L Koff, Jonathon B Cohen, Peter Martin, Izidore S Lossos, Michele Stanchina, Sara Haddadi, Carla Casulo, Sabarish Ayyappan, Ruitao Lin, Ziyi Li, Melissa A Larson, Matthew J Maurer, Lynn Huynh, Chi Gao, Ramya Ramasubramanian, Mei Sheng Duh, Alex Mutebi, Tongsheng Wang, Monika Jun, Anthony Wang, Rajesh Kamalakar, Anupama Kalsekar, James R Cerhan, Christopher R Flowers

Faculty, Staff and Student Publications

Introduction: Clinical trials provide meaningful data regarding the safety and efficacy of novel therapies but there is often a lag between the time of new drug approval and information on posttreatment clinical outcomes in real-world practice. This study evaluated clinical outcomes in a large real-world population of patients with relapsed and/or refractory large B-cell lymphoma (r/r LBCL) treated with chemoimmunotherapy or novel therapies in second or later lines of therapy (2L+).

Materials and methods: Data from the Lymphoma Epidemiology of Outcomes (LEO) Consortium of Real-World Evidence (CReWE) cohort (1/1/2015-2/15/2023) were analyzed. Patients' demographic and clinical characteristics were described and response …

Prediction Of Grade 4 Radiation-Induced Lymphopenia During Chemoradiation Therapy For Lung Cancer Patients: Insights From Two Past Trials, Serena Monti, Giuseppe Palma, Ting Xu, Radhe Mohan, Zhongxing Liao, Laura Cella

Faculty, Staff and Student Publications

Background and purpose: Radiation-induced lymphopenia (RIL) is a significant side effect associated with radiation therapy (RT) with important prognostic implications. We developed and tested a normal tissue complication probability (NTCP) model for Grade 4 (G4) RIL in patients with locally advanced Non-Small-Cell Lung Cancer (NSCLC) who underwent concurrent chemotherapy and RT, analyzing data from patients enrolled in two clinical trials.

Materials and methods: We retrospectively analyzed the data from NCT00915005 (MDA-cohort) and NCT00533949 (RTOG0617-cohort) trials. After finding the candidate predictors of G4-RIL, defined as absolute lymphocyte count (ALC) at nadir < 0.2*109 cells/l during RT, we trained an NTCP model on the MDA-cohort and tested it on the RTOG-cohort, based on common available variables in the two cohorts. Model performance was assessed in terms of discrimination and calibration.

Results: In the MDA-cohort, 55 out of 161 (34%) patients …

Cytotoxic And Regulatory T Cell Interactions Calculated From Image Mass Cytometry Predict Immunochemotherapy Response In Triple-Negative Breast Cancer, Xiang Wang, Jing Dong, Jian-Rong Li, Yupei Lin, Bikram Sahoo, Yong Li, Yanhong Liu, Robert Taylor Ripley, Jia Wu, Jianjun Zhang, Christopher I Amos, Chao Cheng

Faculty, Staff and Student Publications

No abstract provided.

American College Of Radiology Manual On Mr Safety: 2024 Update And Revisions, Ivan Pedrosa, David A Altman, Jonathan R Dillman, Michael N Hoff, Alexander M Mckinney, Scott B Reeder, Jeffrey M Rogg, R Jason Stafford, James A Webb, Dina L Hernandez, Robert E Watson

Faculty, Staff and Student Publications

Since the introduction of the American College of Radiology (ACR) MRI safety guidelines in 2002, the indications for use of MRI in clinical care and research have continued to expand. Similarly, MRI technologies have evolved, with multiple field strengths now available for human imaging. While several publications have updated the ACR recommendations since the first guidelines, a single source in a structured format was lacking. Accordingly, the ACR Committee on MR Safety recently updated the online ACR Manual on MR Safety that compiles ACR recommendations for safe use of MRI equipment in humans into a single document. This review describes …

Cost-Effectiveness Of Personalized Policies For Implementing Organ-At-Risk Sparing Adaptive Radiation Therapy In Head And Neck Cancer, Seyedmohammadhossein Hosseinian, Daniel Suarez-Aguirre, Cem Dede, Raul Garcia, Lucas Mccullum, Mehdi Hemmati, Aysenur Karagoz, Abdallah S R Mohamed, Stephen Y Lai, Katherine A Hutcheson, Amy C Moreno, Kristy K Brock, Fatemeh Nosrat, Clifton D Fuller, Andrew J Schaefer

Faculty, Staff and Student Publications

Background and purpose: The principle of adaptive radiation therapy (ART) is to adjust radiation plans in response to anatomical changes during treatment. The purpose of this study was to develop a decision-making model for implementation of personalized ART that balances the costs and clinical benefits of radiation plan adaptations in head and neck cancer (HNC).

Materials and methods: Using retrospective imaging data from 52 HNC patients, a Markov decision process (MDP) model was developed to determine optimal timing for plan adaptations based on the difference in normal tissue complication probability (ΔNTCP) between planned and delivered doses to organs-at-risk. To capture …

A Plain Language Summary Of The Ascertain Trial: Oral Decitabine And Cedazuridine Versus Intravenous Decitabine For Mds Or Cmml, Guillermo Garcia-Manero, James Mccloskey, Elizabeth A Griffiths, Karen W L Yee, Amer M Zeidan, Aref Al-Kali, H Joachim Deeg, Mitchell Sabloff, Mary-Margaret Keating, Nancy Zhu, Nashat Y Gabrail, Salman Fazal, Joseph Maly, Olatoyosi Odenike, Amy E Dezern, Casey L O'Connell, Gail J Roboz, Lambert Busque, Rena Buckstein, Harshad Amin, Brian Leber, Aditi Shastri, Aram Oganesian, Harold N Keer, Mohammad Azab, Michael R Savona

Faculty, Staff and Student Publications

What is this summary about?This summary describes results from a phase 3 clinical trial called ASCERTAIN.Researchers compared two treatments in people with myelodysplastic syndromes (MDS) or chronic myelomonocytic leukemia (CMML), either of which can develop into acute myeloid leukemia (AML). One group was treated with oral decitabine and cedazuridine (oral DEC-C) and the other with intravenous decitabine.Treatment was given in a series of cycles. In the first cycle, people were randomly assigned to receive oral DEC-C or intravenous decitabine and then switched to the other treatment in the second cycle. After the first two cycles, everyone …

Receptor Tyrosine Kinase Fusion-Mediated Resistance To Egfr Tki In Egfr-Mutant Nsclc: A Multi-Center Analysis And Literature Review, Yang Xia, Kaiwen Wang, Jing Zhao, Zhaohui Arter, Yongchang Zhang, Jiaqi Zhou, Yuefei Lu, Liang Zeng, Robyn Du, Jennifer A Owens, Yasir Y Elamin, Carl M Gay, Ferdinandos Skoulidis, Anne S Tsao, Charles Lu, Tina Cascone, Don L Gibbons, Jianjun Zhang, Olivia Chen, Kevin K S Mok, Misako Nagasaka, Wen Li, John V Heymach, Sai-Hong Ignatius Ou, Molly Li, Xiuning Le

Faculty, Staff and Student Publications

Introduction: Drug resistance remains a major clinical challenge in EGFR-mutant NSCLC tumors owing to pathway reactivation, pathway bypass, and pathway indifference resistance mechanisms to evade tyrosine kinase inhibitor (TKI) suppression. Fusion of receptor tyrosine kinases (RTKs), such as RET, ALK, and FGFR3, has been reported to mediate EGFR TKI resistance. Given the rarity of these fusions and the heterogeneous nature of the condition, no prospective clinical trials evaluated the incidence, safety, and therapeutic benefit of dual EGFR-RTK inhibition.

Methods: We queried clinical databases from multiple institutions to identify patients who had RTK fusions detected on next-generation sequencing testing results from …

Differentiation Stage Predicts Radiosensitivity In Mesenchymal-Like Pancreatic Cancer, Tingshi Su, Xinjian Yu, Mojtaba Hoseini-Ghahfarokhi, David B Flint, Scott J Bright, Joana I D S Antunes, David K J Martinus, Mandira Manandhar, Mariam Ben Kacem, Poliana C Marinello, Eurico J G Pereira, Hua-Sheng Chiu, Uwe Titt, David R Grosshans, Jan Schuemann, Henning Willers, Harald Paganetti, Pavel Sumazin, Gabriel O Sawakuchi

Faculty, Staff and Student Publications

Purpose: To derive a genomic classifier to predict radiosensitivity of pancreatic cancer cell lines and patients with pancreatic cancer to allow genomic-guided radiation therapy.

Methods and materials: We collected a comprehensive data set of full clonogenic cell survival curves of 45 pancreatic cancer cell lines irradiated with clinical photon and proton beams. We derived classifiers based on data from human embryonic and fetal pancreas single-cell RNA-sequencing to distinguish between epithelial and mesenchymal cells and to predict pancreas cell-line differentiation stage. Independent testing was done with an embryonic mouse pancreas single-cell RNA-sequencing data set. We then used bulk RNA-seq profiles from …

Correction To: Selinexor In Combination With Carboplatin And Paclitaxel In Patients With Advanced Solid Tumors: Results Of A Single-Center, Multi-Arm Phase Ib Study, Kyaw Z Thein, Daniel D Karp, Apostolia Tsimberidou, Jing Gong, Selma Sulovic, Jatin Shah, Denái R Milton, David S Hong, Filip Janku, Lacey Mcquinn, Bettzy A Stephen, Rivka Colen, Brett W Carter, Timothy A Yap, Sarina A Piha-Paul, Siqing Fu, Funda Meric-Bernstam, Aung Naing

Faculty, Staff and Student Publications

No abstract provided.

Guidelines For The Management Of Pancreatic Cystic Lesions: Many Options, Too Few Solutions?, Yifan Wang, Michael P Kim

Faculty, Staff and Student Publications

No abstract provided.

Longitudinal Tracking Of Alk-Rearranged Nsclc From Plasma Using Circulating Tumor Rna And Circulating Tumor Dna, Simon Heeke, Saumil Gandhi, Hai T Tran, Vincent K Lam, Lauren A Byers, Don L Gibbons, Carl M Gay, Mehmet Altan, Mara B Antonoff, Xiuning Le, Janet Tu, Maliazurina B Saad, Michelle Pek, Jonathan Poh, Kao Chin Ngeow, Anne Tsao, Tina Cascone, Marcelo V Negrao, Jia Wu, George R Blumenschein, John V Heymach, Yasir Y Elamin

Faculty, Staff and Student Publications

Background: Although the administration of tyrosine-kinase inhibitors in ALK-rearranged NSCLC has revolutionized precision medicine, the detection of gene rearrangements from liquid biopsies remains challenging. RNA-based detection has revealed promising sensitivity for rearrangement detection and thus we hypothesize that a liquid biopsy assay analyzing circulating tumor RNA (ctRNA) in addition to circulating tumor DNA (ctDNA) will improve detection. Furthermore, we hypothesize that the detection of gene fusions at baseline will correlate with clinical outcomes.

Methods: We retrospectively analyzed 86 plasma samples from 33 patients enrolled in the BRIGHTSTAR clinical trial assessing local consolidative therapy (LCT) and brigatinib in patients with …

External Validation Of An Algorithm To Detect Vertebral Level Mislabeling And Autocontouring Errors, Tucker J Netherton, Didier Duprez, Tina Patel, Gizem Cifter, Laurence E Court, Christoph Trauernicht, Ajay Aggarwal

Faculty, Staff and Student Publications

Background and purpose: This work performs external validation of a previously developed vertebral body autocontouring tool and investigates a post-processing method to increase performance to clinically acceptable levels.

Materials and methods: Vertebral bodies within CT scans from two separate institutions (40 from institution A and 41 from institution B) were automatically 1) localized and enumerated, 2) contoured, and 3) screened as a means of quality assurance (QA) for errors. Identification rate, contour acceptability rate, and QA accuracy were calculated to assess the tool's performance. These metrics were compared to those calculated on CTs from the model's original training dataset, and …