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  • 13:59, 29 August 2025METAGENOMICS WIKI (hist | edit) ‎[301 bytes]Mazumder (talk | contribs) (New page) Tag: Visual edit
  • 18:38, 28 August 2025Model 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 2025Augmenting 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 2025Gfkb (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 2025Bioinformatics 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
  • 15:13, 23 July 2025Volunteership Fall 2025 (hist | edit) ‎[11,764 bytes]Rehmam (talk | contribs) (Created page with "== 2025 Volunteer Program Details == === Dates === '''Volunteer Zoom Kick-Off Meeting''' TBD '''Program Dates: September 1st, 2025 – November 30th, 2025''' (13 weeks) Monday to Friday | Remote | No breaks ---- === Volunteer Expectations === # Minimum commitment of 10 hours per week. # Progress updates via Slack at least 3 days per week (scrum). # Regular Zoom meetings with the assigned project point of contact. '''Important:''' If the scrum is not updated for 2...") Tag: Visual edit
  • 14:50, 17 July 2025Symposium 2025 (hist | edit) ‎[10,949 bytes]Jeetvora (talk | contribs) (Created page with "The HIVE Lab symposium is scheduled for Thursday July 31, 2025. It is an exciting time for the lab volunteers and interns to present their finding on the projects they worked on for 8 weeks. center|frame == '''Program and Information''' == === '''Symposium Venue''' === The HIVE lab symposium will held in person at The George Washington University, Washington DC with an option to join virtually. In Person - Ross 647, Ross Hall, School of Health and Med...") Tag: Visual edit