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Sustainable Framework For Performance-Based Learning Assessment Under Uncertainty: Computational Modeling, Mona Gharib, Muhammad Imran, Zaka Ur Rehman Dec 2025

Sustainable Framework For Performance-Based Learning Assessment Under Uncertainty: Computational Modeling, Mona Gharib, Muhammad Imran, Zaka Ur Rehman

Sustainable Machine Intelligence Journal

Evaluating performance-based learning, such as dance or performing arts education, poses significant computational challenges due to uncertainty, subjectivity, and heterogeneous evaluation data. Conventional scoring models fail to capture the coexistence of quantitative indicators (timing, attendance) and qualitative judgments (artistry, expressiveness).

This study introduces a computational neutrosophic functional framework that models ambiguity using set-valued, indeterminate representations within a rigorous analytic structure. We construct a neutrosophic function space CN(X) and a Hilbert C*-module HN for integrating evaluator signals through algebraic fusion. A strongly continuous neutrosophic operator semigroup (T(t)) is developed to model temporal …


The M-Clean Graph Of A Finite Commutative Ring, Susan F. El-Deken, Harald Fripertinger, Aya Gamal Dec 2025

The M-Clean Graph Of A Finite Commutative Ring, Susan F. El-Deken, Harald Fripertinger, Aya Gamal

Sustainable Machine Intelligence Journal

We study m-clean graphs of finite commutative rings R, which are a generalization of clean graphs. Their vertices are pairs of m-potent elements and units of R. These graphs can be described as Cartesian sums or co-normal products of two graphs. In particular we explore under which conditions the subgraph involving only non-zero m-potent elements is connected and we determine the degrees of its vertices. Moreover, we characterize under which conditions on two rings the corresponding m-clean graphs are isomorphic.


Batf2 Is A Glutamine-Responsive Tumour Suppressor Required For Type-I Interferon-Dependent Anti-Tumour Immunity, Wang Gong, Hülya F Taner, Yuesong Wu, Yumin He, Xingwu Zhou, Zaiye Li, Xin Hu, Charisse Ursin, Kala Chand Debnath, Kohei Okuyama, Qiang Hu, Christopher R Donnelly, Felipe Nör, Chamila D Perera, Emily Bellile, Arash Yunesi, Zhiqian Zhai, Mei Zhao, Wanqing Cheng, Zackary R Fitzsimonds, Luke Broses, Jiaqian Li, Shadmehr Demehri, Deepak Nagrath, Gregory T Wolf, Andrew G Sikora, Yanbao Yu, Haitao Wen, Lei Wei, Steven B Chinn, Jeffrey N Myers, Shizuo Akira, Yuying Xie, James J Moon, Yu Leo Lei Dec 2025

Batf2 Is A Glutamine-Responsive Tumour Suppressor Required For Type-I Interferon-Dependent Anti-Tumour Immunity, Wang Gong, Hülya F Taner, Yuesong Wu, Yumin He, Xingwu Zhou, Zaiye Li, Xin Hu, Charisse Ursin, Kala Chand Debnath, Kohei Okuyama, Qiang Hu, Christopher R Donnelly, Felipe Nör, Chamila D Perera, Emily Bellile, Arash Yunesi, Zhiqian Zhai, Mei Zhao, Wanqing Cheng, Zackary R Fitzsimonds, Luke Broses, Jiaqian Li, Shadmehr Demehri, Deepak Nagrath, Gregory T Wolf, Andrew G Sikora, Yanbao Yu, Haitao Wen, Lei Wei, Steven B Chinn, Jeffrey N Myers, Shizuo Akira, Yuying Xie, James J Moon, Yu Leo Lei

Faculty, Staff and Student Publications

Recent evidence highlights the significance of a new type of tumour suppressors, which are not frequently mutated but inhibited by metabolic cues in cancers. Here, we identify BATF2 as a tumour suppressor whose expression is epigenetically silenced by glutamine in Head and Neck Squamous Cell Carcinomas (HNSCC). BATF2 correlates with type-I interferon and Th1 signatures in human HNSCC, with correlation coefficients even stronger than those of the positive control, STING. The phosphorylation of BATF2 at serine 227 promotes the oligomerization of STING. BATF2 deficiency or high glutamine levels result in higher oxygen consumption rates and metabolic profiles unfavorable for …


Tolkien’S Glee: A Reading Of The Songs In “The Hobbit” And “The Lord Of The Rings” (2025) By John R. Holmes, Douglas Charles Kane Dec 2025

Tolkien’S Glee: A Reading Of The Songs In “The Hobbit” And “The Lord Of The Rings” (2025) By John R. Holmes, Douglas Charles Kane

Journal of Tolkien Research

Book review, by Douglas C. Kane, of Tolkien’s Glee: A Reading of the Songs in “The Hobbit” and “The Lord of the Rings”, by John R. Holmes


Combination Of Prednisolone And Mycophenolate Mofetil For The Treatment Of A Cat With Immune-Mediated Panniculitis: A Case Report, J.H. Kim, M.H. Jeon, Y.S. Kwon, Seulgi Bae Dec 2025

Combination Of Prednisolone And Mycophenolate Mofetil For The Treatment Of A Cat With Immune-Mediated Panniculitis: A Case Report, J.H. Kim, M.H. Jeon, Y.S. Kwon, Seulgi Bae

The Thai Journal of Veterinary Medicine

A 3-year-old domestic shorthair cat presented with severe diffuse skin lacerations and cutaneous nodules with purulent discharge. Primary immune-mediated panniculitis was diagnosed. After surgical excision of the lesions, immunosuppressive therapy with prednisolone and mycophenolate mofetil was initiated. The cutaneous lesions resolved, and no recurrence was observed over a 2-year follow-up period.


Application Of Flexible Endoscopy For Gastrointestinal Foreign Body Removal In A Leopard Gecko (Eublepharis Macularius), Jang-Hee Han, Seung Yoon Ahn, Do Na Lee, Seong Chan Yeon Dec 2025

Application Of Flexible Endoscopy For Gastrointestinal Foreign Body Removal In A Leopard Gecko (Eublepharis Macularius), Jang-Hee Han, Seung Yoon Ahn, Do Na Lee, Seong Chan Yeon

The Thai Journal of Veterinary Medicine

A male captive-bred leopard gecko (Eublepharis macularius) presented with a history of inadvertent ingestion of a rubber tip from forceps during feeding. The foreign body was impalpable on physical examination, while radiographic evaluation confirmed its presence in the stomach. Considering the procedural risks associated with invasive surgical interventions, endoscopic retrieval under general anesthesia was pursued. An initial attempt using a 2.8 mm superfine flexible endoscope with 0.8 mm forceps was unsuccessful due to insufficient stability, which hindered effective navigation to the foreign body. In contrast, a second attempt using a larger 9.2 mm flexible endoscope with 2.3 mm …


Echocardiographic Alterations After Administration Of Azithromycin In Donkeys: An Experimental Crossover Study, Mohamed Marzok, Maged El-Ashker, Mahmoud Kandeel, Adel Almubarak, Khalid Alkhodair, Alshimaa Farag, Hussam Ibrahim, Sabry El-Khodery, Hussein Babiker Dec 2025

Echocardiographic Alterations After Administration Of Azithromycin In Donkeys: An Experimental Crossover Study, Mohamed Marzok, Maged El-Ashker, Mahmoud Kandeel, Adel Almubarak, Khalid Alkhodair, Alshimaa Farag, Hussam Ibrahim, Sabry El-Khodery, Hussein Babiker

The Thai Journal of Veterinary Medicine

Cardiotoxicity and impairment of cardiac function are mostly diagnosed by echocardiography and based on objective metrics of cardiac function. The aim of the present study is to investigate the effect of azithromycin on the echocardiographic characteristics in healthy donkeys. Ten healthy donkeys were enrolled in a prospective crossover study. The study included two groups: (1) a placebo (normal saline, NaCl 0.9%), and (2) azithromycin (at a dose of 5 mg/kg body weight). A 2.0-3.9 MHz phased-array transducer was used for echocardiographic examination. Echocardiographic examinations were performed for donkeys before treatment (T0) and at 15, 30, 60, 90, 120, 180, and …


Feline Conjunctivitis In Sleman Region Indonesia: Clinical Characteristics, Bacteriological Isolation Of Staphylococcus Aureus, And Antimicrobial Susceptibility, Agung Budi Pramono, Fatkhanudin Aziz, Faiz Ihsanul Kamil, Soedarmanto Indarjulianto, Ida Tjahajati Dec 2025

Feline Conjunctivitis In Sleman Region Indonesia: Clinical Characteristics, Bacteriological Isolation Of Staphylococcus Aureus, And Antimicrobial Susceptibility, Agung Budi Pramono, Fatkhanudin Aziz, Faiz Ihsanul Kamil, Soedarmanto Indarjulianto, Ida Tjahajati

The Thai Journal of Veterinary Medicine

Conjunctivitis is a common ocular condition in domestic cats, often associated with Staphylococcus aureus. Accurate detection and resistance profiling are essential for appropriate therapy. This study aimed to characterize clinical features of feline conjunctivitis, identify S. aureus using phenotypic and genotypic methods, and assess its antibiotic susceptibility. Twenty conjunctivitis-suspected cats in Sleman, Indonesia, underwent clinical examination and conjunctival swabbing. Bacterial isolates were cultured on Mannitol Salt Agar and identified by Gram stain, catalase, coagulase, biochemical tests, and PCR targeting 23S rRNA. Susceptibility to gentamicin, chloramphenicol, ciprofloxacin, and amoxicillin was tested by Kirby-Bauer. Predominant signs included excessive tearing (95%), hyperemia …


Decolonizing Knowledge As Epistemic Justice: Key Conceptual Tendencies From The Global South, Richard Sambaiga Dec 2025

Decolonizing Knowledge As Epistemic Justice: Key Conceptual Tendencies From The Global South, Richard Sambaiga

Tanzania Journal of Sociology

The project of decolonising knowledge has gained renewed prominence as scholars confront enduring epistemic injustices and structural inequalities embedded in global systems of knowledge production. Situated within long-standing anticolonial and postcolonial intellectual struggles, this article interrogates key conceptual dilemmas that continue to shape contemporary debates on decoloniality. Adopting a commentary orientation, it examines what it means to decolonise knowledge by engaging the historical foundations of decolonial thought alongside contemporary critiques that expose the persistence of epistemic hierarchies within modern academic institutions. The article argues that, without conceptual clarity, the decolonial project risks becoming analytically misguided and politically misdirected, potentially reproducing …


Comparative Effects Of Gamma Irradiation And Chemical Treatments On Superficial Scald And Quality Of ‘Granny Smith’ Apples, Francisco E. Loayza, Michelle Tu, Hagop S. Atamian, Anuradha Prakash Dec 2025

Comparative Effects Of Gamma Irradiation And Chemical Treatments On Superficial Scald And Quality Of ‘Granny Smith’ Apples, Francisco E. Loayza, Michelle Tu, Hagop S. Atamian, Anuradha Prakash

Food Science Faculty Articles and Research

Fresh produce is highly perishable, necessitating various postharvest treatments to minimize quality loss, extend shelf-life, and facilitate international trade. This study investigated the potential of a single low-dose gamma irradiation treatment as an alternative to commercially used chemical treatments for protecting ‘Granny Smith’ apples against insect pests and postharvest disorders. ‘Granny Smith’ apples harvested in 2019 and 2020 were treated with gamma irradiation at doses of 240 or 860 Gray (Gy) or with commercial chemical applications of 1-methylcyclopropene (1-MCP), diphenylamine (DPA), or methyl bromide (MeBr). The impact on fruit quality, physiology, and the development of postharvest disorders was evaluated after …


Pressure Field Estimation From 2d-Piv Measurements: A Case Study Of Fish Suction-Feeding, Jensine C. Coggin, Duvall Dickerson-Evans, Erin E. Hackett, Roi Gurka Dec 2025

Pressure Field Estimation From 2d-Piv Measurements: A Case Study Of Fish Suction-Feeding, Jensine C. Coggin, Duvall Dickerson-Evans, Erin E. Hackett, Roi Gurka

Physics and Engineering Science

Particle image velocimetry (PIV) flow measurements are common practice in laboratory settings in a wide variety of fields involving fluid dynamics, including biology, physics, engineering, and medicine. Dynamic fluid pressure is a notoriously difficult property to measure non-intrusively, yet its variation is a driving flow force and critical to model correctly. Techniques have been developed to estimate the pressure from velocity and velocity gradient measurements. Here, we highlight a novel application of boundary conditions when applying such pressure estimation techniques based on two-dimensional PIV data; the novel method is especially relevant to problems with complex boundary conditions. As such, it …


Exploring Cellular Heterogeneity: Single-Cell And Spatial Transcriptomics Of Alzheimer's Disease Brains And Ipsc-Derived Microglia, Anjali Garg, Sheeny Vo, Iara D De Souza, Ayslan Castro Brant, Logan Brase, Ekaterina Aladyeva, Ricardo D 'O Albanus, Aasritha Nallapu, Hongjun Fu, Oscar Harari Dec 2025

Exploring Cellular Heterogeneity: Single-Cell And Spatial Transcriptomics Of Alzheimer's Disease Brains And Ipsc-Derived Microglia, Anjali Garg, Sheeny Vo, Iara D De Souza, Ayslan Castro Brant, Logan Brase, Ekaterina Aladyeva, Ricardo D 'O Albanus, Aasritha Nallapu, Hongjun Fu, Oscar Harari

2020-Current year OA Pubs

BACKGROUND: Microglia, the brain’s resident immune cells, play a pivotal role in Alzheimer’s disease (AD) pathogenesis. These cells exhibit diverse transcriptional states in response to neuroinflammatory stimuli, and characterizing these states is essential for understanding AD mechanisms. METHODS: We integrated single-cell and spatial transcriptomic datasets from multiple cohorts and brain regions, encompassing both experimental models and human tissues. Findings were validated through immunostaining of human brain samples. RESULTS: Our comprehensive atlas revealed pronounced heterogeneity among microglial states, with disease-associated microglia (DAM) significantly enriched in AD brains compared to controls. Spatial transcriptomics and immunohistochemistry demonstrated that DAM predominantly localize to external …


Comparative Evaluation Of The Solubility Of Three Commonly Used Root Canal Sealers When Exposed To Xylene And Endosolv: An In Vitro Study, Aparna Palekar, Piyush Mantri, Basawaraj Biradar, Mukund Singh, Vaidehi Joshi, Pushpal Ingle Dec 2025

Comparative Evaluation Of The Solubility Of Three Commonly Used Root Canal Sealers When Exposed To Xylene And Endosolv: An In Vitro Study, Aparna Palekar, Piyush Mantri, Basawaraj Biradar, Mukund Singh, Vaidehi Joshi, Pushpal Ingle

International Arab Journal of Dentistry

Objectives: This in vitro study compared the solubility of three root canal sealers, AH Plus (epoxy resin-based), MTA Fillapex (MTA-based), and Cerafill RCS (bioceramic), in two solvents: Xylene and Endosolv.

Methods: Sixty standardized cylindrical specimens were prepared using the three sealers of interest. The specimens were divided into six groups (n = 10) and immersed in either Xylene or Endosolv for 10 minutes. Solubility was assessed by calculating the percentage weight loss before and after immersion. Data were analysed using one-way ANOVA and Tukey’s post hoc test (α= 0.05).

Results: All sealers exhibited statistically significant solubility in both solvents (p …


Effect Of Red Wine Immersion On The Flexural Strength Of Glass Ionomer Cement: An In Vitro Study, Niyola Crasta, Upasana Reddy, Jayaprakash Kukkila Dec 2025

Effect Of Red Wine Immersion On The Flexural Strength Of Glass Ionomer Cement: An In Vitro Study, Niyola Crasta, Upasana Reddy, Jayaprakash Kukkila

International Arab Journal of Dentistry

Background: Alcoholic beverages such as red wine are widely consumed for social and cultural reasons. Ethanol and other constituents in red wine might alter the physical properties of dental restorative materials, particularly those exposed in the oral environment. Glass ionomer cements (GICs) are commonly used in restorative dentistry for their beneficial properties, but their mechanical strength under exposure to acidic or alcoholic solutions is a concern.

Objectives: To evaluate how exposure to red wine over time affects the flexural strength of glass ionomer cement (Shofu FX Ultra Mini).

Methods: Thirty rectangular specimens of glass ionomer cement (Shofu FX Ultra Mini), …


A Comparative Study Of Animal Proverbs In Myanmar And Thai Languages, Thet Su Mon, Sunantha Thetsuk, Su Su Khin Dec 2025

A Comparative Study Of Animal Proverbs In Myanmar And Thai Languages, Thet Su Mon, Sunantha Thetsuk, Su Su Khin

Journal of Letters

The objectives of this study are to: 1) analyze and compare animal proverbs in Myanmar and Thai, and 2) analyze the values that are reflected in animal proverbs in Myanmar and Thai. The research methodology used for this study was qualitative. According to objective 1, the study's findings can be divided into three categories: 1) Myanmar and Thai proverbs that are similar and use the same kinds of animals; 2) Myanmar and Thai proverbs are similar and use different kinds of animals; and 3) Myanmar and Thai proverbs are similar and use non animal things. The findings of the analysis …


Mechanical Improvements And Control Implementation On A Biomimetic Quadruped Model, Matthew Jack Lutz Dec 2025

Mechanical Improvements And Control Implementation On A Biomimetic Quadruped Model, Matthew Jack Lutz

Dissertations and Theses

Robotic development started billions of years after earth first began biological prototyping. While the evolutionary process in animals is quite different from robotic prototyping, it still remains no surprise that animals remain more agile, more efficient, and more adaptable than even the most advanced engineered robots to date, simply due to the sheer length of their improvement process. While bridging this improvement gap between deficits in robots and the abilities of animals is difficult, a specific subfield of robotics engineering has attempted to do so using biomimetic robotics. At Portland State, the Agile and Adaptive Robotics Lab (AARL) studies these …


Composite Flours For Sustainable Food Systems: Integrating Nutritional, Environmental, And Climate Resilience Strategies, Rashmi H. Poojara, Soumya P S, Alvina Rose, Niva Somarajan Dec 2025

Composite Flours For Sustainable Food Systems: Integrating Nutritional, Environmental, And Climate Resilience Strategies, Rashmi H. Poojara, Soumya P S, Alvina Rose, Niva Somarajan

Journal of Environmental Science and Sustainable Development

Composite flour blends prepared from cereals, millets, tubers, legumes, and vegetables have gained increasing attention due to their potential to enhance nutritional quality, improve functional properties, and support sustainable food systems. Previous studies have largely focused on individual nutritional or functional attributes, with limited integration of environmental and health perspectives. This review aimed to systematically analyze how composite flours simultaneously influence nutritional quality, functional performance, health relevance, and environmental sustainability within a unified analytical framework. A systematic literature review was conducted following PRISMA guidelines. Peer-reviewed studies published between 2014 and 2025 were retrieved from PubMed, Scopus, Web of Science, and …


Effectiveness Of Different Home Bleaching Treatments On Color Change And Tooth Sensitivity: A Split-Mouth Design, Tarek Hanbali, Rim Bourgi, Carlos Enrique Cuevas-Suárez, Monika Lukomska-Szymanska, Walter Devoto, Nicolas Nassar, Naji Kharouf, Louis Hardan Dec 2025

Effectiveness Of Different Home Bleaching Treatments On Color Change And Tooth Sensitivity: A Split-Mouth Design, Tarek Hanbali, Rim Bourgi, Carlos Enrique Cuevas-Suárez, Monika Lukomska-Szymanska, Walter Devoto, Nicolas Nassar, Naji Kharouf, Louis Hardan

International Arab Journal of Dentistry

Objectives: Dental at-home bleaching is a widely recognized and effective treatment for improving the shade of anterior teeth. However, the impact of varying application times of carbamide peroxide (CP) concentrations on whitening efficacy and tooth sensitivity (TS) remains unclear.

Methods: In this split-mouth, randomized clinical trial, 80 participants were divided into two groups (n = 40 each) to receive either 10% or 16% CP gel for home bleaching. Different application times were tested. Tooth color was measured using the Optishade colorimeter, and TS was evaluated via a five-point analog numerical rating scale. The Friedman test with post hoc Tukey test …


The Effect Of Loading On The Success Of Dental Implants After Immediate Extraction Compared To Delayed Dental Implants: A Systematic Review, Hassen Merzouk, Samir Habibi, Ben Ali Boutabout Dec 2025

The Effect Of Loading On The Success Of Dental Implants After Immediate Extraction Compared To Delayed Dental Implants: A Systematic Review, Hassen Merzouk, Samir Habibi, Ben Ali Boutabout

International Arab Journal of Dentistry

Introduction: The study focuses on dental implants, which are used to replace missing teeth. A key decision in implant dentistry is when to place the implant relative to tooth extraction. This review compares two main approaches: immediate implant placement (placing the implant during the same surgery as tooth removal) and delayed implant placement (placing the implant after the extraction site has healed, typically 6 to 12 months later).

Objectives: The study aims to compare the success rates and complications associated with these two-timing strategies, especially concerning the implant’s ability to withstand chewing forces. The primary objective was to compare post-extraction …


Evaluating The Analgesic Activity Of The Ethanolic Leaf Extract Of Ipomoea Aquatica (Convolvulaceae), Blessy H. Vale, Lenny Shai Somer, Julie Mae Suico, Roselle L. Remulta, Junnin Gay Garay Dec 2025

Evaluating The Analgesic Activity Of The Ethanolic Leaf Extract Of Ipomoea Aquatica (Convolvulaceae), Blessy H. Vale, Lenny Shai Somer, Julie Mae Suico, Roselle L. Remulta, Junnin Gay Garay

Pacific Journal of Health

Ipomoea aquatica, commonly known as water spinach, is a leafy vegetable widely consumed in tropical and subtropical regions for its nutritional benefits. This study investigated the potential analgesic activity of the ethanolic leaf extract of I. aquatica, as no prior scientific evidence supports its role in acute pain management. Male Swiss albino mice were used in an acetic acid-induced writhing test, with aspirin as the positive control and plain normal saline solution (PNSS) as the negative control. The extract was administered at low, medium, and high doses. In the writhing test, I. aquatica significantly inhibited the writhing response …


'Desplante Flamenco:’ A Study To Better Understand Its Meaning In Flamenco Dance, Chita Espino-Bravo Ph.D. Dec 2025

'Desplante Flamenco:’ A Study To Better Understand Its Meaning In Flamenco Dance, Chita Espino-Bravo Ph.D.

Modern Languages Faculty Publications

There are different definitions of the term ‘Desplante’ in relation to flamenco dance. In this study, we will delve deeper into this concept to understand its meaning in dance and to better interpret it. We will also explore its origins, which will lead us to reflect on what flamenco dance truly is and what influences it has received.


Happily Ever After?: Romantic Ideas And Gender Roles In Disney Media, Madelyn J. Winfrey Dec 2025

Happily Ever After?: Romantic Ideas And Gender Roles In Disney Media, Madelyn J. Winfrey

Departmental Honors & Graduate Capstone Projects

This research aims to study a sample of animated Disney movies to examine the gender roles and romantic relationships displayed. With Disney's wide reach in the media realm, they have gained popularity across the globe for the movies they produce; however, the genre they are most well-known for is romance and fairytales. This study will utilize content analysis to examine the behaviors and stereotypes displayed in each movie in the sample as well as common themes that are present.


Folding Architecture “Origami Art-Inspired” Applicability To Sustainable Architecture- Biomuseo As A Case Study, Vitta A. Ibrahim Dec 2025

Folding Architecture “Origami Art-Inspired” Applicability To Sustainable Architecture- Biomuseo As A Case Study, Vitta A. Ibrahim

Mansoura Engineering Journal

The growing need for sustainable architectural solutions in the contemporary era underscores the necessity for interactive architectural applications that can adapt to changing requirements. In architecture, folding systems refer to three-dimensional, foldable structural forms that create unique spatial configurations and possess a wide range of capabilities. Drawing inspiration from origami techniques, this study emphasizes the role of folding systems in generating innovative spatial designs. The research problem arises from the fact that the built environment is a significant contributor to greenhouse gas emissions and energy consumption, necessitating the implementation of smart solutions. The goal of this study is to identify …


Biomechanics Of The Ribs During Respiration At The Costotransverse Joint: An In-Vivo Retrospective Pilot Study, Michael Maninang, Greg Almeter, Erik Pearson, Arvie Vitente Dec 2025

Biomechanics Of The Ribs During Respiration At The Costotransverse Joint: An In-Vivo Retrospective Pilot Study, Michael Maninang, Greg Almeter, Erik Pearson, Arvie Vitente

Philippine Journal of Physical Therapy

Introduction: Scarce in‑vivo data describe how ribs move at the costotransverse joints during quiet breathing—knowledge critical to thoracic biomechanics and pain mechanisms. This pilot study uses four‑dimensional computed tomography (4D‑CT) to quantify, for the first time, the three‑dimensional magnitude and direction of rib motion at these joints throughout quiet respiration.

Methods: This retrospective, descriptive pilot study analyzed ten 4D‑CT scans obtained from patients undergoing thoracic imaging prior to radiation therapy. End‑expiration and end‑inspiration phases were aligned with a demons deformable‑registration algorithm. For each costotransverse joint, the three‑dimensional displacement vector, its absolute magnitude, and its components along the lateral–medial (L–M), …


Intrusion Detection System For Iot/Cloud Networks Using Federated Learning And Lightweight Cryptography, Ayad Al-Adhami, Rajaa K. Hasoun, Sanaa Ali Jabber, Soukaena H. Hashem Dec 2025

Intrusion Detection System For Iot/Cloud Networks Using Federated Learning And Lightweight Cryptography, Ayad Al-Adhami, Rajaa K. Hasoun, Sanaa Ali Jabber, Soukaena H. Hashem

Baghdad Science Journal

This study presents a secure solution that utilizes lightweight cryptography (LWC) and intrusion detection systems (IDS) to safeguard cloud networks and Internet of Things (IoT) from cyberattacks. Federated Learning (FL) is suggested for identifying zero-attacks to guarantee the security of different local IoT networks connected to global server of cloud. The proposed federated learning utilizing data from all local IoT network devices to create a generalized Intrusion Detection System (IDS). Local IoT networks consist of clients that communicate updates to their parameters with a central server located in the global cloud. This server integrates these changes and deploys an improved …


Enhanced Network Anomaly Detection Using Hybrid Deep Learning Network Based On Interactive Threshold, Maythem S. Derweesh, Sundos A. Hameed Alazawi, Anwar H. Al-Saleh Dec 2025

Enhanced Network Anomaly Detection Using Hybrid Deep Learning Network Based On Interactive Threshold, Maythem S. Derweesh, Sundos A. Hameed Alazawi, Anwar H. Al-Saleh

Baghdad Science Journal

In recent years, the growing use of the internet by both governments and private companies has led to a major increase in individual online activity. This expand lead to make the systems more effected to the threats and cyber attacks, and need more strong solutions to cyber security. Recently, deep learning (DL) and machine learning (ML) have become powerful tools in the cybersecurity field, especially for tasks such as detecting malware and filtering spam. This study present new multi layer method to detect the abnormal activities by busing advanced deep learning techniques. The proposed system work in tow main steps. …


Optimizing Runtime Memory Size Of Smith-Waterman Algorithm For Long Sequences Alignment, Imad Qasim Habeeb, Zeyad Qasim Habeeb, Hanan Najm Abdulkhudhur Dec 2025

Optimizing Runtime Memory Size Of Smith-Waterman Algorithm For Long Sequences Alignment, Imad Qasim Habeeb, Zeyad Qasim Habeeb, Hanan Najm Abdulkhudhur

Baghdad Science Journal

Sequence alignment is used to help researchers see areas of similarity between two sequences. Hence, it is a key component of many applications, such as DNA matching, plagiarism detection, and spelling correction. The Smith-Waterman algorithm (SWA) is widely used to calculate the sequence alignment because it is guaranteed to find an optimal solution. This algorithm creates a matrix of the size n * m where the symbols n, m refers to the lengths of two sequences needed to be aligned. Therefore, it requires impersonal hardware with a large amount of main memory at runtime to align long sequences. Furthermore, it …


Information System To Elucidate Dna Sequencing Based On Machine And Deep Learning Techniques, Suhiar Mohammed Zeki Abd Alsammed Dec 2025

Information System To Elucidate Dna Sequencing Based On Machine And Deep Learning Techniques, Suhiar Mohammed Zeki Abd Alsammed

Baghdad Science Journal

The elucidation of DNA sequencing provides great importance in increasing the comprehension of organisms' genomic functions. However, the investigation of concealed structural information preserved within Deoxyribonucleic Acid (DNA) sequencing represents an outstanding challenge. Recently, machine and deep learning have become the techniques of preference for various tasks of genomics modeling, involving the prediction of genetic variation influence on the mechanisms of gene regulation like DNA receptivity and splicing. Therefore, this paper presented an information system for elucidating DNA sequencing data using diverse machine and deep learning techniques. In this system, two encoding methods are utilized for modifying the DNA sequencing …


Enhanced Pothole Detection In Urban Environments Using Yolo-Nas With Adaptive Image Augmentation Techniques, Saluky, Aisya Fathimah, Onwardono Rit Riyanto Dec 2025

Enhanced Pothole Detection In Urban Environments Using Yolo-Nas With Adaptive Image Augmentation Techniques, Saluky, Aisya Fathimah, Onwardono Rit Riyanto

Baghdad Science Journal

Pothole detection in urban environments is a critical task for maintaining road infrastructure and ensuring vehicular safety. Recent advancements in deep learning, particularly the YOLO (You Only Look Once) framework, have shown promise in object detection tasks. However, achieving high accuracy and robustness in real-world conditions remains a challenge. This study introduces an enhanced pothole detection system utilizing the YOLO-NAS (Neural Architecture Search) model, optimized through adaptive image augmentation techniques. The YOLO-NAS model is fine-tuned on a custom dataset of urban road images, with various augmentation strategies applied to simulate different environmental conditions such as shadows, low light, and occlusions. …


Collagen Type Ii-Targeting Lentiviral Gene Therapy For Mucopolysaccharidosis Iva, Betul Celik, Sampurna Saikia, Shaukat Khan, Krishna Sai Musini, Shunji Tomatsu Dec 2025

Collagen Type Ii-Targeting Lentiviral Gene Therapy For Mucopolysaccharidosis Iva, Betul Celik, Sampurna Saikia, Shaukat Khan, Krishna Sai Musini, Shunji Tomatsu

Department of Pediatrics Faculty Papers

Mucopolysaccharidosis (MPS IVA) is caused by pathogenic variations in the GALNS gene, leading to the accumulation of glycosaminoglycans in tissues and causing progressive skeletal lesions. While conventional lentiviral vectors (LVs) provide long-term stable expression, they do not deliver therapeutic levels to bone and cartilage. We hypothesized that engineering the LV envelope with a collagen type II-targeting peptide (WYRGRL) increases the binding affinity of the LVs for bone and cartilage. These modified vectors carrying the CBh and COL2A1 promoters delivered the GALNS gene to MPS IVA newborn mice via intravenous (IV) or intraarticular (IA) administration. The peptide-modified LVs exhibited markedly increased …