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Relevant bibliographies by topics / Light GBM

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Academic literature on the topic 'Light GBM'

Author: Grafiati

Published: 2 June 2025

Last updated: 31 July 2025

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Journal articles on the topic "Light GBM"

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Vasilev, Alex, Roba Sofi, Ruman Rahman, Stuart J. Smith, Anja G. Teschemacher, and Sergey Kasparov. "Using Light for Therapy of Glioblastoma Multiforme (GBM)." Brain Sciences 10, no. 2 (2020): 75. http://dx.doi.org/10.3390/brainsci10020075.

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Glioblastoma multiforme (GBM) is the most malignant form of primary brain tumour with extremely poor prognosis. The current standard of care for newly diagnosed GBM includes maximal surgical resection followed by radiotherapy and adjuvant chemotherapy. The introduction of this protocol has improved overall survival, however recurrence is essentially inevitable. The key reason for that is that the surgical treatment fails to eradicate GBM cells completely, and adjacent parenchyma remains infiltrated by scattered GBM cells which become the source of recurrence. This stimulates interest to any su

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Savige, J. A., S. P. Yeung, A. R. Bierre, and Priscilla Kincaid-Smith. "Lambda-Light-Chain-Mediated Anti-GBM Disease." Nephron 52, no. 2 (1989): 144–48. http://dx.doi.org/10.1159/000185617.

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Dumitru, Claudia Alexandra, Eileen Brouwer, Tamina Stelzer, et al. "Dynein Light Chain Protein Tctex1: A Novel Prognostic Marker and Molecular Mediator in Glioblastoma." Cancers 13, no. 11 (2021): 2624. http://dx.doi.org/10.3390/cancers13112624.

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The purpose of this study was to determine the role of Tctex1 (DYNLT1, dynein light chain-1) in the pathophysiology of glioblastoma (GBM). To this end, we performed immunohistochemical analyses on tissues from GBM patients (n = 202). Tctex1 was additionally overexpressed in two different GBM cell lines, which were then evaluated in regard to their proliferative and invasive properties. We found that Tctex1 levels were significantly higher in GBM compared to healthy adjacent brain tissues. Furthermore, high Tctex1 expression was significantly associated with the short overall- (p = 0.002, log-r

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Han, Mingzhi, and Xingang Li. "IMMU-23. CLINICAL AND IMMUNOLOGICAL CHARACTERIZATION OF IMMUNE CHECKPOINT MOLECULE LIGHT IN HUMAN GLIOMAS." Neuro-Oncology 22, Supplement_2 (2020): ii109. http://dx.doi.org/10.1093/neuonc/noaa215.453.

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Abstract BACKGROUND Dysregulation of immune checkpoint molecules leads to immune evasion in human tumors but has become a viable target for tumor therapy. Here, we examined expression of LIGHT (TNFSF14), an immune checkpoint molecule, in human glioblastoma (GBM) to assess its potential as a molecular target for treatment. METHODS Molecular and clinical data from publicly available genomic databases containing WHO grade II-IV human glioma cases were analyzed. Immunohistochemistry was applied to assess LIGHT protein levels in primary tumor sections. Statistical analysis was performed using Matla

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Dr.S. Poornima, K Elankumaran, M Nandhana, B Parthasarathy, and V Sudharshan. "Autonomous Vehicle Lane-Changing System using Light GBM." International Research Journal on Advanced Engineering Hub (IRJAEH) 3, no. 07 (2025): 3185–94. https://doi.org/10.47392/irjaeh.2025.0469.

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Traffic dynamics and autonomous vehicle navigation depend heavily on lane-changing behaviour. This paper introduces a machine learning-based method to predict lane-changing intentions using vehicle trajectory data and driver behaviour analysis. Our model achieves high accuracy while maintaining computational efficiency by utilizing the Gaussian Mixture Model (GMM) for driver behaviour clustering and LightGBM for lane-change classification. The system incorporates feature engineering, and hyperparameter optimization to improve prediction reliability. Our experimental results show that the sugge

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Kruthika, Banavathy S., Harsha Sugur, Kanuri Nandaki, Arivazhagan Arimappamagan, Kondaiah Paturu, and Vani Santosh. "Expression pattern and prognostic significance of myosin light chain 9 (MYL9): a novel biomarker in glioblastoma." Journal of Clinical Pathology 72, no. 10 (2019): 677–81. http://dx.doi.org/10.1136/jclinpath-2019-205834.

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AimsTumour recurrence is inevitable in glioblastoma (GBM) and mostly noted in the peritumoural brain zone (PT). In our previous microarray-based study, we identified Myosin Light Chain 9 (MYL9) as a highly expressed gene in the PT of GBM. Therefore, we aimed to study the expression pattern and clinical significance of MYL9 in GBM.MethodsPatient samples included three retrospective cohorts: 25 GBM cases with differential biopsies of tumour core and PT, 62 retrospective cases of newly diagnosed GBM with survival information and 20 paired samples (newly diagnosed and recurrent GBM). All tumour ti

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Becker, Aline, Blake Sells, S. Haque, and Arnab Chakravarti. "Tumor Heterogeneity in Glioblastomas: From Light Microscopy to Molecular Pathology." Cancers 13, no. 4 (2021): 761. http://dx.doi.org/10.3390/cancers13040761.

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One of the main reasons for the aggressive behavior of glioblastoma (GBM) is its intrinsic intra-tumor heterogeneity, characterized by the presence of clonal and subclonal differentiated tumor cell populations, glioma stem cells, and components of the tumor microenvironment, which affect multiple hallmark cellular functions in cancer. “Tumor Heterogeneity” usually encompasses both inter-tumor heterogeneity (population-level differences); and intra-tumor heterogeneity (differences within individual tumors). Tumor heterogeneity may be assessed in a single time point (spatial heterogeneity) or al

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Vasilev, Alex, Roba Sofi, Stuart J. Smith, Ruman Rahman, Anja G. Teschemacher, and Sergey Kasparov. "Feasibility of Photodynamic Therapy for Glioblastoma with the Mitochondria-Targeted Photosensitizer Tetramethylrhodamine Methyl Ester (TMRM)." Biomedicines 9, no. 10 (2021): 1453. http://dx.doi.org/10.3390/biomedicines9101453.

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One of the most challenging problems in the treatment of glioblastoma (GBM) is the highly infiltrative nature of the disease. Infiltrating cells that are non-resectable are left behind after debulking surgeries and become a source of regrowth and recurrence. To prevent tumor recurrence and increase patient survival, it is necessary to cleanse the adjacent tissue from GBM infiltrates. This requires an innovative local approach. One such approach is that of photodynamic therapy (PDT) which uses specific light-sensitizing agents called photosensitizers. Here, we show that tetramethylrhodamine met

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Bielecka-Wajdman, Anna M., Tomasz Ludyga, Grzegorz Machnik, Miłosz Gołyszny, and Ewa Obuchowicz. "Tricyclic Antidepressants Modulate Stressed Mitochondria in Glioblastoma Multiforme Cells." Cancer Control 25, no. 1 (2018): 107327481879859. http://dx.doi.org/10.1177/1073274818798594.

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A common feature of solid tumors, including glioblastoma multiforme (GBM), is mitochondrial dysfunction. However, it is reported that the current standard of anti-GBM therapies may potentiate mitochondrial damage and, in effect, support the aggressive character of cancer. As mitochondria are implicated in the modulation of cellular drug sensitivity and chemoresistance mechanisms, activation-stressed mitochondria in GBM cells may represent a new target for anti-GBM therapy that is nontoxic for normal cells. Methods: As mitochondria are possible targets for antidepressant drugs used as adjuvant

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Dupont, Clement, Fabienne Lecomte, Marie-Edith Bonneterre, Maximilien Vermandel, and Constantinos Hadjipanayis. "SURG-18. INNOVATIVE DRUG-DEVICE COMBINATION FOR THE PHOTODYNAMIC TREATMENT OF PRIMARY GLIOBLASTOMA (GBM) PATIENTS." Neuro-Oncology 26, Supplement_8 (2024): viii277. http://dx.doi.org/10.1093/neuonc/noae165.1098.

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Abstract Despite advances in neurosurgical technology and techniques, the survival rate of GBM patients has remained relatively unchanged. The main treatments for GBM are associated with difficulties resulting from incomplete tumor resection and recurrence. In such situations, Photodynamic Therapy (PDT) is increasingly popular as an advanced therapeutic strategy, characterized by fewer side effects, minimal toxicity, and more controlled treatment. 5-aminolevulinic acid hydrochloride, (5-ALA HCl) has been used for years as a photosensitizing drug for the intraoperative visualization of GBM tumo

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Dissertations / Theses on the topic "Light GBM"

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Jasso, Alfredo Rosales. "Synthesis and mode of action of gem-dimethylated and alkylamino-s-triazines stabilisers in polyolefins." Thesis, Manchester Metropolitan University, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.307589.

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Akil, Suzanna. "Etude du mécanisme de coacervation complexe entre les fractions principales de la gomme d'Acacia et la [beta]-lactoglobuline - Comparaison avec la gomme d'Acacia non fractionnée." Thesis, Vandoeuvre-les-Nancy, INPL, 2007. http://www.theses.fr/2007INPL020N/document.

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La coacervation complexe, une séparation de phase associative principalement induite par des interactions électrostatiques, entre la B-lactoglobuline (BLG, protéine animale) et la gomme d’Acacia (AG, polysaccharide végétal) a été étudiée dans ce travail. La plus grande difficulté pour comprendre la coacervation complexe au niveau moléculaire entre BLG et AG révèle être la polymolécularité élevée d’AG. A partir de là, la motivation principale de cette thèse était de comprendre et contrôler les interactions entre la BLG et les fractions moléculaires d’AG, FI (~88% d’AG) et FII (~10% d’AG) en uti

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PILLAI, Vinoshene. "Intravital two photon clcium imaging of glioblastoma mouse models." Doctoral thesis, Scuola Normale Superiore, 2021. http://hdl.handle.net/11384/109211.

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Capron, Isabelle. "Traitement thermique des moûts de fermentation et organisation moléculaire du xanthane, conséquences rhéologiques." Rouen, 1996. http://www.theses.fr/1996ROUES021.

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Le xanthane est un exopolysaccharide anionique de fermentation. Sa conformation semi-rigide et sa forte masse moléculaire en font un agent largement utilisé dans de nombreuses applications pour ses qualités épaississante et viscosifiante notamment. Ces caractéristiques sont gouvernées par une transition conformationnelle, fonction essentiellement de la salinité et de la température. L'étude de ces paramètres en diffusion de la lumière, viscosimétrie, couplage chromatographie d'exclusion stérique / diffusion de la lumière et microscopie à force atomique principalement a permis de mettre en évid

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Egerton, John James Gillanders. "Effect of reduced light during autumn and winter on snow gum seedling establishment." Master's thesis, 1999. http://hdl.handle.net/1885/118638.

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The present study tested whether eucalypt seedlings benefit from a reduction in irradiance when growth is limited by low temperatures. Growth of snow gum (Eucalyptus pauciflora Sieb. ex Spreng.) seedlings was studied for five consecutive seasons in a treeless pasture at 1000 m elevation where frost is common. Seedlings were planted at the beginning of autumn on north and south sides of vertical panels transmitting 50 % incident sunlight. This planting arrangement allowed assessment of excess irradiance on growth of seedlings subject to similar mi

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Morello, Gianfranco, Marco Schioppa, Giovanni Falcone, Giovanni Bencivenni та Graziano Venanzoni. "Search for a light U boson in e+e− → μ+μ−γ channel with the KLOE experiment at DAΦNE collider at LNF and application of the GEM technology for the KLOE-2 Inner Tracker". Thesis, 2014. http://hdl.handle.net/10955/543.

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Dottorato di Ricerca in Fisica, Ciclo XXIII, a.a 2009-2010<br>L’esperimento KLOE ai Laboratori Nazionali di Frascati ha accumulato una luminosit`a integrata di R L dt 2.5 fb−1 (nel periodo 2002-2005) alla - factory DA NE, un acceleratore e+e− con energia nel centro di massa di 1020 MeV corrispondente alla massa del mesone . L’esperimento ha for- nito molteplici misure di precisione nella fisica dei kaoni e degli adroni. Un upgrade del rivelatore KLOE con nuovi rivelatori `e stato approvato e KLOE- 2 inizier`a la presa dati in pochi mesi (inizio del 2011). Il programma di fisica di K

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Ecker, Ady. "Linear, Discrete, and Quadratic Constraints in Single-image 3D Reconstruction." Thesis, 2010. http://hdl.handle.net/1807/26144.

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In this thesis, we investigate the formulation, optimization and ambiguities in single-image 3D surface reconstruction from geometric and photometric constraints. We examine linear, discrete and quadratic constraints for shape from planar curves, shape from texture, and shape from shading. The problem of recovering 3D shape from the projection of planar curves on a surface is strongly motivated by perception studies. Applications include single-view modeling and uncalibrated structured light. When the curves intersect, the problem leads to a linear system for which a direct least-squares meth

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Books on the topic "Light GBM"

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Light & Stone: Highlights From The Scott Gem Collection. Bowers Museum, Santa Ana, California, 2002.

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When the Time Comes to Light a Fire (Gem City). CreateSpace Independent Publishing Platform, 2016.

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Light of the White Gem: Tokens of Rynar Series, Book II. Author Solutions, LLC, 2023.

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Light of the White Gem: Tokens of Rynar Series, Book II. Author Solutions, LLC, 2023.

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Light of the White Gem: Tokens of Rynar Series, Book II. Author Solutions, LLC, 2023.

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When the Time Comes to Light a Fire (Gem City Book 4). Blurb, 2020.

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When the Time Comes to Light a Fire (Gem City Book 4). Blurb, 2020.

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When the Time Comes to Light a Fire (Gem City Book 4). Blurb, 2020.

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Thomson, Jennifer. GM Crops and the Global Divide. CSIRO Publishing, 2021. http://dx.doi.org/10.1071/9781486312665.

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Attitudes to GM crops continue to generate tension, even though they have been grown commercially for over 20 years. Negative sentiment towards their development limits their adoption in Western countries, despite there being no evidence of harm to human health. These unfounded concerns about genetically modified crops have also inhibited uptake in many countries throughout Africa and Asia, having a major impact on agricultural productivity and preventing the widespread cultivation of potentially life-saving crops. GM Crops and the Global Divide traces the historical importance that Euro

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Thies, Janice E. Co-Existence in the Fields? GM, Organic, and Conventional Food Crops. Edited by Ronald J. Herring. Oxford University Press, 2014. http://dx.doi.org/10.1093/oxfordhb/9780195397772.013.36.

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A central tenet in a free society is the freedom to choose how to conduct one’s life and manage one’s property, with the responsibility to see that these same freedoms are ensured for others. Considerable effort must be expended to enable freedom of choice among a population, particularly in contentious circumstances, and especially in open systems, such as agriculture. The emergence of conventional agriculture, which relies on the heavy use of synthetic, agrochemical inputs required that concessions/compromises be made, largely by organic farmers, to enable conventional and organic agricultur

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Book chapters on the topic "Light GBM"

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Patil, Smital Dhanraj, Pramod Jagan Deore, and Vaishali Bhagwat Patil. "Automated classification of ovarian tumors using GLCM and Tamura features with Light GBM classifier." In Recent Advances in Material, Manufacturing, and Machine Learning. CRC Press, 2023. http://dx.doi.org/10.1201/9781003358596-84.

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Patil, Deelip, and Kamal Alaskar. "A hybrid approach for rainfall prediction: Leveraging prophet for seasonality and light GBM for residuals." In Progressive Computational Intelligence, Information Technology and Networking. CRC Press, 2025. https://doi.org/10.1201/9781003650010-56.

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Godbin, A. Beena, and S. Graceline Jasmine. "Pneumonia Classification in Chest X-Ray Images Using Fusion of Deep Features and Light GBM." In Healthcare-Driven Intelligent Computing Paradigms to Secure Futuristic Smart Cities. Chapman and Hall/CRC, 2024. https://doi.org/10.1201/9781032631738-10.

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Wei, Ruizeng, Qiushi Wen, Binqi Zhao, and Hua Deng. "Correction and Application of Typhoon Maximum Wind Speed-Power Regression Based on the Light-GBM Frameworks." In Lecture Notes in Electrical Engineering. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-96-4063-8_43.

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Chengtao, Ma, Liu Shaowen, Wu Rui, Zhang Pengfei, and Gou Jiaolong. "Design and Research of Coagulant Dosing Control System in Water Plant Based on Light GBM Integrated Learning Algorithm." In Lecture Notes in Electrical Engineering. Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-16-0115-6_259.

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Wüthrich, Mario V., and Michael Merz. "Generalized Linear Models." In Springer Actuarial. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-12409-9_5.

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AbstractThis chapter discusses state-of-the-art statistical modeling in insurance and actuarial science, which is the generalized linear model (GLM). We discuss GLMs in the light of claim count and claim size modeling, we present feature engineering, model fitting, model selection, over-dispersion, zero-inflated claim counts problems, double GLMs, and insurance-specific issues such as the balance property for having unbiasedness.

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Kotowski, Ryan J. S., Enoch O. Aboh, and Jan Don. "Chapter 7. The eventive functional sequence." In Studies in Language Companion Series. John Benjamins Publishing Company, 2024. http://dx.doi.org/10.1075/slcs.235.07kot.

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The Kwa languages (Niger-Congo) of West Africa are well-known for displaying Serial Verb Constructions (SVCs). The literature on SVCs contains various definitions of the phenomenon and recapitulates the general observation that these constructions express fine-grained information about a complex event and the participants involved therein. This paper seeks to shed light on the structure that underlies Take and Give SVCs in Gungbe, a Gbe (Kwa) language spoken in Benin and Nigeria. The examples discussed in the paper demonstrate how Gungbe is able to employ SVCs to encode specific details about

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Krassnigg, A., W. Plessas, L. Theußl, K. Varga, and R. F. Wagenbrunn. "Hadronic Decays of Light and Strange Baryon Resonances in the GBE Constituent-Quark Model." In Few-Body Problems in Physics ’98. Springer Vienna, 1999. http://dx.doi.org/10.1007/978-3-7091-6798-4_71.

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Gbode, Imoleayo E., Vincent O. Ajayi, Kehinde O. Ogunjobi, Jimy Dudhia, and Changhai Liu. "Impacts of Global Warming on West African Monsoon Rainfall." In African Handbook of Climate Change Adaptation. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-45106-6_93.

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AbstractThe impacts of global warming on rainfall in West Africa were examined using a numerical framework for 5 monsoon years (2001, 2007, 2008, 2010, and 2011). Rainfall characteristics over the three climatic zones, Guinea coast, Savannah, and Sahel, were analyzed. The potential changes associated with global warming were assessed by the pseudo-global warming (PGW) downscaling method. Multiple PGW runs were conducted using climate perturbation from the 40-member ensemble of the Community Earth System Model version 1 (CESM1) coupled with Community Atmospheric Model version 5.2 (CAM5.2) compo

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Segelmark, Mårten, and Thomas Hellmark. "Antiglomerular basement membrane disease." In Oxford Textbook of Medicine, edited by John D. Firth. Oxford University Press, 2020. http://dx.doi.org/10.1093/med/9780198746690.003.0488.

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Antiglomerular basement membrane (anti-GBM) disease, also known as Goodpasture’s disease, is a rare autoimmune kidney and/or lung disease caused by autoantibodies directed against the noncollagenous, C-terminal domain of the α‎3 chain of type IV collagen (α‎3(IV)NC1). Epidemiology—bimodal age distribution with peaks in the third and sixth/seventh decades; incidence 0.5 to 2/million population/year. Clinical features—typically presents as a renopulmonary syndrome with the combination of rapidly progressive glomerulonephritis and lung haemorrhage, but can present with isolated glomerulonephritis

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Conference papers on the topic "Light GBM"

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Dhabliya, Dharmesh, S. Arul Antran Vijay, Deepak Minhas, Jaisudha J, Shuthanshu Marwaha, and Manjunath C. "Secure Anomaly Detection with Light GBM and Enhanced Privacy Preservation." In 2024 IEEE 4th International Conference on ICT in Business Industry & Government (ICTBIG). IEEE, 2024. https://doi.org/10.1109/ictbig64922.2024.10911584.

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Sun, Chujie, and Tianle Zhang. "Accounting Fraud Identification Model Based on Random Forest Algorithm and Light GBM Algorithm." In 2024 IEEE 2nd International Conference on Electrical, Automation and Computer Engineering (ICEACE). IEEE, 2024. https://doi.org/10.1109/iceace63551.2024.10898611.

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C.D, Anisha, and N. Arulanand. "Voice Features Based Early Diagnosis of Parkinson Neurodegenerative Disorder Using CatBoost and Light GBM Algorithms." In 2024 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC). IEEE, 2024. http://dx.doi.org/10.1109/icsseecc61126.2024.10649424.

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S, Bama, Aadhya A, Bhargav B S, C. Disha, and B. R. Yashwanth. "Leveraging Light GBM, MLP, and Extra Tree Classifiers for Early Detection and Prediction of Autism Spectrum Disorder." In 2024 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES). IEEE, 2024. https://doi.org/10.1109/spices62143.2024.10779640.

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Vakharia, Vinay, Vipul Dave, Himanshu Borade, Hitesh Agrawal, and Nandan Padia. "An Efficient Approach for Appliances Energy Prediction using Differential Evolution Optimization and Light GBM Machine Learning Model." In 2024 International Conference on Sustainable Energy: Energy Transition and Net-Zero Climate Future (ICUE). IEEE, 2024. https://doi.org/10.1109/icue63019.2024.10795607.

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Li, Gang, Jia Cui, Hai Fu, and Yaowen Sun. "Light GBM and GA Based Algorithm for Predicting and Improving Students' Performance in Higher Education in the Context of Big Data." In 2024 7th International Conference on Education, Network and Information Technology (ICENIT). IEEE, 2024. https://doi.org/10.1109/icenit61951.2024.00009.

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Yang, Jie, Zheyu Yue, Yansi Hu, Mingchen Wang, and Boyang Zheng. "Thermal Defect Detection in Power Equipment Based on YOLOv8s-SCINet-GAM Model with Low-Light Image Enhancement algorithm." In 2024 4th International Conference on Energy, Power and Electrical Engineering (EPEE). IEEE, 2024. https://doi.org/10.1109/epee63731.2024.10875389.

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Bhatt, Namrata, and Sunita Varma. "An Enhanced Light GBM Model with Data Analytical Approach for Crop Recommendation." In 2023 Second International Conference on Electronics and Renewable Systems (ICEARS). IEEE, 2023. http://dx.doi.org/10.1109/icears56392.2023.10085596.

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Zhang, Yueyang, Lei Li, Jialin Zhang, and Xingke Qu. "Research on Prediction Model of Old-age Demand Based on Light GBM." In ISAIMS 2023: 2023 4th International Symposium on Artificial Intelligence for Medicine Science. ACM, 2023. http://dx.doi.org/10.1145/3644116.3644249.

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Pattanaik, Sushree Samikshya, Ashwin Kumar Sahoo, and Rajesh Panda. "A Comparative Analysis of KNN and Light GBM Algorithms for Wind Energy Forecasting." In 2023 1st International Conference on Circuits, Power and Intelligent Systems (CCPIS). IEEE, 2023. http://dx.doi.org/10.1109/ccpis59145.2023.10291700.

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Reports on the topic "Light GBM"

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VeCasey, Pamela. GM Light Duty Fuel Cell Electric Vehicle Validation Data. Office of Scientific and Technical Information (OSTI), 2018. http://dx.doi.org/10.2172/1479624.

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Downey, Nathan. A Comparison of Light Curves Computed using GLM and MTG-LI Observations for a Flash in Central Brazil on Nov 30, 2024. Office of Scientific and Technical Information (OSTI), 2025. https://doi.org/10.2172/2540198.

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Mathew, Sonu, Srinivas S. Pulugurtha, and Sarvani Duvvuri. Modeling and Predicting Geospatial Teen Crash Frequency. Mineta Transportation Institute, 2022. http://dx.doi.org/10.31979/mti.2022.2119.

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This research project 1) evaluates the effect of road network, demographic, and land use characteristics on road crashes involving teen drivers, and, 2) develops and compares the predictability of local and global regression models in estimating teen crash frequency. The team considered data for 201 spatially distributed road segments in Mecklenburg County, North Carolina, USA for the evaluation and obtained data related to teen crashes from the Highway Safety Information System (HSIS) database. The team extracted demographic and land use characteristics using two different buffer widths (0.25

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Edwards, Mervyn, Matthias Seidl, and Alix Edwards. GB LSAV Approval Scheme: Non-ADS requirements D7.1. TRL, 2022. http://dx.doi.org/10.58446/dxiy5599.

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The UK government are committed to bringing forward legislation to allow the safe and secure deployment of self-driving vehicles. As part of the CAVPASS programme, TRL was commissioned to propose approaches to vehicle classification, and suitable technical requirements for aspects not related to the Automated Driving System (ADS). These included crashworthiness, occupant protection, protection of vulnerable Road Users (VRUs), and the lighting, braking and steering systems. The focus of this study was on Low-Speed Automated Vehicles (LSAVs). It involved selection and adaptation of existing pre-

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Dhillon, Nathan, Andrew Hannay, and Robin Workman. Next Generation Monitoring Systems. TRL, 2022. http://dx.doi.org/10.58446/npwb2214.

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Survey vehicles, operating at traffic-speed, are deployed across the road network to assess the condition of road pavements. These apply high-quality (and high cost) equipment to measure condition. However, significant progress has been made in the development of low-cost sensors and data collection units that may have potential for application in highways. This project has aimed to understand the capabilities of this emerging technology. The project explores the technologies and combines a Raspberry-Pi based Data Acquisition System, compact camera, GPS, inertial measurement system, Wifi and 4

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Bakhtaoui, Inès, Zoha Shawoo, Alpha Amadou Diallo, et al. How small and locally led grants can address loss and damage: early lessons from the Scottish government’s 2021 funding commitment. Stockholm Environment Institute, 2023. http://dx.doi.org/10.51414/sei2023.061.

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The authors assessed and evaluated how the first GBP 1 million of Scottish government funding was disseminated and used, in the form of small grants for locally led action, and how this can inform the operationalization of both the L&D fund and L&D finance more broadly, in time for discussions at the 28th UN Climate Change Conference of Parties (COP28) on climate change. Vulnerable countries and communities already face losses and damages as a result of climate change, and they urgently need financial support to enable recovery from trauma and lost homes, lives and livelihoods. At the

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