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- 17:19, 24 September 2025 Getting Recommendations from HIVE Lab Faculty and Staff (hist | edit) [1,424 bytes] Rehmam (talk | contribs) (Created page with "If you are a current or former member of the HIVE Lab and would like to request a recommendation, please follow the steps below. Providing complete and accurate information will help us prepare a stronger and more personalized letter on your behalf. == Steps for Requesting a Recommendation == '''Step 1. Submit the Request''' Send all recommendation requests from each organization to: '''mazumder_lab@gwu.edu''' '''Step 2. Updated LinkedIn Profile''' Include a link to...") Tag: Visual edit
- 17:35, 10 September 2025 Metagenomic resources (hist | edit) [10,449 bytes] Jkeeney (talk | contribs) (Built page for representing all Mazumder lab metagenomic resources)
- 13:59, 29 August 2025 METAGENOMICS WIKI (hist | edit) [301 bytes] Mazumder (talk | contribs) (New page) Tag: Visual edit
- 18:38, 28 August 2025 Model Training and Validation (hist | edit) [8,408 bytes] Lorikrammer (talk | contribs) (Created page with "The initial cohort of models submitted along with the initial release of the PredictMod platform were built using a wide variety of techniques for handling every stage, from data ingestion through modeling. Such techniques included: K-nearest neighbors, Synthetic Neighbor Oversampling Technique (SMOTE), and Leave-One-Out-Cross-Validation (LOOCV) (for data sampling and harmonization); conditional Generative Adversarial Networks (cGANs), SMOTE, multivariate kernel density...") Tag: Visual edit
- 18:23, 28 August 2025 Augmenting real data with synthetic data (hist | edit) [3,742 bytes] Lorikrammer (talk | contribs) (Created page with "In biomedical research, small sample sizes often pose challenges for developing robust machine learning models and evaluating computational scalability. To overcome this limitation, we have designed an algorithm that utilizes conditional Generative Adversarial Networks (cGANs) to generate synthetic data, effectively expanding available datasets. While synthetic data may not always improve model accuracy, it provides researchers with the ability to assess computational ef...") Tag: Visual edit
- 18:26, 27 August 2025 Gfkb (hist | edit) [2,332 bytes] Jkeeney (talk | contribs) (Created page with "<table width=1100><tr><td> <br> <h5>Gutfeeling KnowledgeBase</h5> <br> <span style="font-size:13px;"> We have developed a proof-of-concept gut microbiome monitoring system prototype using a sequencing and analysis pipeline implemented during our previous I-Corps award (see below). <br><br> We have collected from the individuals enrolled in our study the following: three separate fecal samples for metagenomic sequencing, anthropometric measurements, a diet history questio...")
- 17:22, 6 August 2025 Bioinformatics Resources (hist | edit) [6,277 bytes] Mazumder (talk | contribs) (Created page with "Bioinformatics and Biochemistry MS and PhD Student Resources = Contacts = MS Program Director, Anelia Horvath - horvatha@gwu.edu Bioinformatics Program Co-Director, Raja Mazumder - mazumder_lab@gwu.edu = Recommendations: = * Consider purchasing Bioinformatics Data Skills (<nowiki>https://vincebuffalo.com/book/</nowiki>) and go over Part I and Part II before the first day of class. For those interested, GW's digital library has a copy of Bioinformatics Data Skills:...") Tag: Visual edit