Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques by Umesh Kumar Lilhore (17727684)

“…This research work analyses cervical cancer and various risk factors to help detect cervical cancer. The proposed model Boruta with SVM and various popular ML models are implemented using Python and various performance measuring parameters, i.e., accuracy, precision, F 1 – Score , and recall. …”

Thematic Analysis on User Reviews for Depression and Anxiety Chatbot Apps: Machine Learning Approach by Arfan Ahmed (17541309)

“…Users’ reviews of chatbot apps are considered an important source of data for exploring users’ opinions and satisfaction.…”

Characterization of HWP2 a putative GPI anchored candida albicans cell surface protein. (c2007) by Hayek, Peter Jose

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Fire detection and anti-fire system to enhance food security: A concept of smart agriculture systems-based IoT and embedded systems with machine-to-machine protocol by Morchid, Abdennabi

“…It further filters and analyzes the data using the MATLAB application. Python programming language is also used to develop the program source code. …”
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LNCRI: Long Non-Coding RNA Identifier in Multiple Species by Saleh Musleh (15279190)

“…LNCRI outperformed other existing models in the task of distinguishing lncRNA transcripts from protein-coding mRNA transcripts with high accuracy in human and mouse. …”

Deletion of the Candida albicans PIR32 Results in Increased Virulence, Stress Response, and Upregulation of Cell Wall Chitin Deposition by Bahnan, Wael

“…The purpose of this study is to characterize Pir32 by generating a homozygous null strain and comparing the phenotype of the null with that of the wild-type parental strain as far as filamentation, virulence in a mouse model of disseminated candidiasis, resistance to oxidative stress and cell wall disrupting agents, in addition to adhesion, biofilm capacities, and cell wall chitin content. …”
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Characterization of Dse1 a candida albicans cells wall protein. (c2009) by Daher, Jalil Y.

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KNNOR: An oversampling technique for imbalanced datasets by Ashhadul Islam (16869981)

“…The proposed method is easy to use and has been made open source as a python library.</p><h2>Other Information</h2> <p> Published in: Applied Soft Computing<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.asoc.2021.108288" target="_blank">https://dx.doi.org/10.1016/j.asoc.2021.108288</a></p>…”

The Candida albicans Dse1 Protein Is Essential and Plays a Role in Cell Wall Rigidity, Biofilm Formation, and Virulence by Khalaf, Roy A.

“…The heterozygote mutant exhibited increased susceptibility to calcofluor white, a cell wall disrupting agent, with a subsequent reduction in cell wall chitin content, decreased oxidative stress tolerance, a 30% reduction in biofilm formation, and a delay in adhesion that was mirrored by a reduction in virulence in a mouse model of infection. Dse1 thus appears to be an important protein involved in cell wall integrity and rigidity.…”
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Characterization of Hwp2, a Candida albicans putative GPI-anchored cell wall protein necessary for invasive growth by Khalaf, Roy A.

“…The purpose of this study is to characterize the role of Hwp2 regarding filamentation on various filamentation-inducing and non-inducing solid and liquid media, virulence in a mouse model of disseminated candidiasis, and drug resistance to six widely used antifungal agents, by creating a homozygous null hwp2 strain and comparing it with the parental and a revertant HWP2+strain. …”
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Characterization of PIR 32, a candida albicans cell wall protein. (c2009) by Bahnan, Wael G.

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Induction of Resistance to Fluconazole and Caspofungin in Candida glabrata Followed by Phenotypic and Genotypic Characterization by Chedraoui, Christy Antonios

“…The resistant isolates were analyzed phenotypically for pathogenicity attributes such as ergosterol and chitin content, the ability to form biofilms, the strength of the cell wall, growth rates, adherence to agar, and virulence in a mouse model of disseminated candidiasis. …”
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Phenotypic and Genotypic Characterization of Candida parapsilosis complex isolates from a Lebanese Hospital by El Hady, Reine Clement

“…Phenotypic characterization will be achieved through a battery of tests that target pathogenicity attributes such as virulence in a mouse model of disseminated candidosis, adhesion potential, biofilm formation, ergosterol and chitin content. …”
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The role of RHD1, a putative essential transmembrane protein, in filamentation, virulence and drug susceptibility. (c2008) by Yazbeck, Pascal

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Pga1. (c2009) by Hashash, Rami A.

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The C.albicans DDR48 stress response protein is essential for filamentation, virulence, and confers partial antifungal drug resistance. (c2007) by Dib, Leila Mohammed

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Deciphering the In vitro Role of microRNAs miR-21-3p and miR-222-5p In the Regulation of Clostridioides difficile Flagellin-Induced Inflammation by Salman, Zeina

“…Future studies could explore their therapeutic potential in mitigating intestinal inflammation in vivo in mouse model of C. difficile infections.…”
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Genotypic and phenotypic characterization of Candida albicans Lebanese hospital isolates resistant and sensitive to caspofungin by Toutounji, Maggie

“…Strains that were resistant to caspofungin also showed increased resistance to Congo red but decreased biofilm formation and attenuated virulence in a mouse model of infection. Caspofungin sensitive strains showed decreased resistance to Congo red yet increased virulence and biofilm formation. …”
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Genotypic and phenotypic characterization of candida albicans Lebanese hospital isolates resistant and sensitive to caspofungin. (c2018) by Toutounji, Maggie Nazih

“…In addition strains that are resistant to caspofungin also showed increased resistance to Congo red but decreased biofilm formation and attenuated virulence in a mouse model of infection. Caspofungin sensitive strains showed decreased resistance to Congo red yet increased virulence and biofilm formation. …”
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Novel Whole-Cell Inactivated Neisseria Gonorrhoeae Microparticles as Vaccine Formulation in Microneedle-Based Transdermal Immunization by Rikhav Gala (18069364)

“…The efficacy of the whole-cell microparticles vaccine formulation loaded in microneedles was assessed in vitro using dendritic cells and macrophages as well as in vivo mouse model. Antibody titers were measured using an enzyme immunosorbent assay (ELISA) and antigen-specific T lymphocytes were assessed in spleens and lymph nodes. …”