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- 14:27, 20 March 2025 GWDC De-identification Tool (hist | edit) [5,339 bytes] Lorikrammer (talk | contribs) (Created page with "← <small>Go Back to the GW-FEAST Home Page.</small> The High-performance Integrated Virtual Environment (HIVE) de-identification tool is used to de-identify all GW-FEAST data sources prior to harmonization. A process overview is detailed below (authored by Dr. Robel Kahsay, Mazumder Lab, Department of Biochemistry and Molecular Medicine, School of Medicine and Health Sciences, The George Washington University). == HIVE De-identification Tool Diagram == [...")
- 14:20, 20 March 2025 GW-FEAST Data De-identification (hist | edit) [1,570 bytes] Lorikrammer (talk | contribs) (Created page with "← <small>Go Back to the GW-FEAST Home Page.</small> All GW-FEAST datasets housed within the secure data environment are de-identified. This process varies slightly between data sources and each data source has it's own versioned de-identification tool and protocol. Our implementation follows the ''Safe Harbor'' recommended deidentification protocol with modifications based on the ''Expert Determination'' method. == HIVE De-identification Tool == The High...") Tag: Visual edit
- 13:44, 20 March 2025 HIVE De-identification Tool (hist | edit) [0 bytes] Lorikrammer (talk | contribs) (Created page with "The High-performance Integrated Virtual Environment (HIVE) de-identification tool is used to de-identify all GW-FEAST data sources prior to harmonization. A process overview is detailed below (authored by Dr. Robel Kahsay, Mazumder Lab, Department of Biochemistry and Molecular Medicine, School of Medicine and Health Sciences, The George Washington University). == De-identification of Tabular Data: A Process Overview == === Introduction === The need for de-identifying s...") Tag: Visual edit
- 20:19, 13 March 2025 GW-FEAST Data (hist | edit) [1,622 bytes] Lorikrammer (talk | contribs) (Created page with "== Data Sources == The GW-FEAST Book of Data contains data types, access restrictions, and de-identification protocols for each data source of the GW-FEAST project. All datasets are comprehensively documented using BioCompute Objects (BCOs), an Institute for Electrical and Electronics Engineers (IEEE) standard currently in use at the United States (US) Food and Drug Administration. BCOs foster transparency and reproducibility in bioinformatics pipelines. All BCOs for the...") Tag: Visual edit: Switched
- 19:48, 13 March 2025 GW Data Commons (GWDC) Data (hist | edit) [1,050 bytes] Lorikrammer (talk | contribs) (Created page with "== Introduction == The GW Data Commons (GWDC) data houses EMR data from GW Medical Faculty Associates (MFA) Caboodle Warehouse. It currently contains two prostate cancer datasets. Pending approval from the GW Institutional Review Board (IRB), it will house electronic medical records (EMR) data on multiple cancer types for 900,000+ MFA patients. == De-identification == Data have been thoroughly de-identified pursuant to the HIPAA Safe Harbor provision. == Dataset Inform...") Tag: Visual edit
- 18:29, 13 March 2025 National Breast Cancer Coalition (NBCC) Data (hist | edit) [1,641 bytes] Lorikrammer (talk | contribs) (Created page with "== Introduction == The National Breast Cancer Coalition (NBCC) data contains twelve terabytes of -omics data for 26,546 participants. This data contains a cohort of 575 breast cancer patients and 3,479 patient family members. The original data was collected through the DNA.Land project (<nowiki>PMID 29374253</nowiki>) and is currently housed on the GW-FEAST data browser. Access to this data is restricted and must be approved by NBCC on a case-by-case basis through the NB...") Tag: Visual edit
- 16:29, 13 March 2025 GW-FEAST De-identified Data Templates (hist | edit) [459 bytes] Lorikrammer (talk | contribs) (Created page with "The following de-identified, single patient data templates are available for download.") Tag: Visual edit
- 20:21, 12 March 2025 PredictMod Publications & Multimedia (hist | edit) [2,816 bytes] Lorikrammer (talk | contribs) (Created page with "<small> Go Back to the PredictMod Home Page. </small> == PredictMod Publications == * Krammer L, Aggarwal V, Bhuiyan U, McNeely P, Mazumder R. PredictMod: a machine learning-based platform for predicting and sharing intervention outcomes in patients. Poster presented at: 22nd International Conference on Artificial Intelligence in Medicine; July 9-12, 2024; Salt Lake City, Utah, USA. * Wu J, Singleton SS, Bhuiyan, Krammer L, Mazumder R. Multi-omics approa...") Tag: Visual edit: Switched
- 19:57, 12 March 2025 About PredictMod (hist | edit) [2,281 bytes] Lorikrammer (talk | contribs) (Created page with "== About the PredictMod Project == PredictMod (https://hivelab.biochemistry.gwu.edu/predictmod) is an application designed to provide clinicians with a powerful decision making tool that enhances clinical understanding of patient-level data. Through the use of the open-source PredictMod platform, clinicians, patients, and researchers will access predictive ML models based on real-world data. The platform empowers users with limited experience in bioinformatics to leverag...") Tag: Visual edit
- 19:52, 12 March 2025 PredictMod Model Submission (hist | edit) [3,371 bytes] Lorikrammer (talk | contribs) (Created page with "<small> Go Back to PredictMod Project. = Model submission guidelines = You've recently created a fantastic new AI/ML model. Congratulations! We will be happy to help you share it throughout the broader clinical practice and research communities. There are just a few more steps to follow before we get to that goal. == Required components == There are a few things we require in order to host any new models in our ecosystem. === 1. Dependencies. === We wil...") Tag: Visual edit
- 19:46, 12 March 2025 PredictMod ML Pipeline Tutorial (hist | edit) [17,647 bytes] Lorikrammer (talk | contribs) (Created page with "<small> Go Back to PredictMod Project. </small><h1>Integration of a Machine Learning-based Approach for Predictive Clinical Decision-making using Python</h1> <h2>Summary</h2> <h3>Part I. Machine Learning Using Python</h3> <ol> <li>What is Python?</li> <li>Objectives</li> <li>Methodology of the Machine Learning Algorithms</li> <li>Software Installation</li> <li>Downloading the Input Files for Synthetic Da...") Tag: Visual edit: Switched
- 19:41, 12 March 2025 PredictMod Contact Us (hist | edit) [349 bytes] Lorikrammer (talk | contribs) (Created page with "== Send a Message == We always welcome questions, comments, and suggestions regarding our website. We will make every effort to respond to you within a reasonable amount of time. Email us at mazumder_lab@gwu.edu. == GW Location == The George Washington University School of Medicine and Health Sciences 2300 Eye Street N.W., Washington, DC 20037") Tag: Visual edit
- 19:34, 12 March 2025 PredictMod Frequently Asked Questions (hist | edit) [4,353 bytes] Lorikrammer (talk | contribs) (Created page with "<small> Go Back to PredictMod Project. </small> == Login & Registration == ==== Who can register for a PredictMod account? ==== Any clinicians, and researchers, or other individuals interested in using the tool are invited to register. ==== How long does registration last? ==== Registered accounts do not expire. You will be logged out after 24 hours of each login. ==== Will the system store patient data? ==== The data will not be saved in the system. Pr...") Tag: Visual edit: Switched
- 16:13, 12 March 2025 GW-FEAST BCOs (hist | edit) [210 bytes] Lorikrammer (talk | contribs) (Created page with "GW-FEAST utilizes [https://wiki.biocomputeobject.org/About BioCompute Objects (BCOs)] to effectively standardize data ingestion documentation.") Tag: Visual edit
- 19:26, 11 March 2025 ARGOS Contact Us (hist | edit) [61 bytes] Christie.woodside (talk | contribs) (Created page with "To contact us, * email mazumder_lab@gwu.edu") Tag: Visual edit: Switched
- 15:26, 10 March 2025 GW Bioinformatics Network (hist | edit) [2,821 bytes] Vishal.bakshi (talk | contribs) (Created page with "hi")
- 17:13, 6 March 2025 FDA-ARGOS FAQs (hist | edit) [4,365 bytes] Christie.woodside (talk | contribs) (Created blank page) Tag: Visual edit
- 17:10, 6 March 2025 About Argos DataBase (hist | edit) [3,303 bytes] Christie.woodside (talk | contribs) (Created page with "The primary goal of the FDA-ARGOS project (Food and Drug Administration-dAtabase for Regulatory-Grade micrObial Sequences; NCBI BioProject Accession: PRJNA231221) was to provide researchers, clinicians, and public health officials with a comprehensive resource of high-quality genomic data for the identification and characterization of microbial pathogens. During the initial phase of the FDA-ARGOS project, experts at the FDA, University of Maryland, National Center for Bi...") Tag: Visual edit
- 20:44, 5 March 2025 PredictMod Machine-Learning Pipeline Tutorial (hist | edit) [0 bytes] Lorikrammer (talk | contribs) (Created page with "<small> Go Back to PredictMod Project. </small> <h2>ML Tutorial </h2>")
- 20:31, 5 March 2025 Frequently Asked Questions (hist | edit) [0 bytes] Lorikrammer (talk | contribs) (Created page with "<p> <strong>How can I run a prediction using a single-patient data file?</strong><br/> Use the query builder to select the desired condition, intervention, and data type associated with your patient data. File upload templates vary by model. Reference our example files to ensure your data meets our formatting requirements. Select ‘Run Prediction’ to view the results.<br/><br/> For additional assistance with uploading and formatting data, please contact our team.<br/>...")
- 20:28, 5 March 2025 PredictMod User Guide (hist | edit) [4,944 bytes] Lorikrammer (talk | contribs) (Created page with "<h3>FAQ</h3> <p> <strong>How can I run a prediction using a single-patient data file?</strong><br/> Use the query builder to select the desired condition, intervention, and data type associated with your patient data. File upload templates vary by model. Reference our example files to ensure your data meets our formatting requirements. Select ‘Run Prediction’ to view the results.<br/><br/> For additional assistance with uploading and formatting data, please contact o...") Tag: Visual edit: Switched
- 17:49, 5 March 2025 GW-HIVE WIKI (hist | edit) [2,168 bytes] Emily.pennington (talk | contribs) (Added a description of the HIVE platform, links to tool demonstration videos, and a brief summary of the registration process.) Tag: Visual edit
- 15:24, 5 March 2025 How to Find and Extract Machine-Usable Data from Scientific Literature (hist | edit) [4,158 bytes] Urnisha.bhuiyan (talk | contribs) (Created and provided information for ML-ready data mining/extractions) Tag: Visual edit
- 17:38, 4 March 2025 Additional ARGOS Reviewed Organisms (hist | edit) [1,930 bytes] Christie.woodside (talk | contribs) (Created page with "This page highlights organisms that were reviewed and added to ARGOSDB that are external of the FDA-ARGOS BioProject.") Tag: Visual edit
- 17:29, 4 March 2025 FDA-ARGOS WIKI (hist | edit) [3,648 bytes] Christie.woodside (talk | contribs) (adding the skeleton) Tag: Visual edit
- 19:45, 25 February 2025 2025 Bioinformatics Symposium (hist | edit) [6,339 bytes] Vishal.bakshi (talk | contribs) (Created page with "{{DISPLAYTITLE: 2025 Bioinformatics Symposium}} '''Title''': 2025 GW Bioinformatics Symposium '''When''': April 29th 9am to 5pm '''Venue''': Talks: SEH B1220. Refreshments and posters: Green wall area (SEH B1167) '''[https://www.greenvelope.com/card/OGpKVKD/0 Invitation Letter] '''Join us for a full-day, all-hands GW Bioinformatics Symposium featuring posters, talks, and roundtable discussions. Open to GW students, staff, and faculty!''' '''Event Registration:'''...")
- 17:55, 11 February 2025 GW-FEAST Data Access Portal (hist | edit) [838 bytes] Lorikrammer (talk | contribs) (Created page with "==== About ==== The GW-FEAST Data Access Portal houses electronic medical records (EMR), -omics, and imaging data stored within the secure GW Data Environment. Access is restricted to authorized users who must have login credentials and GW VPN access. If you would like to gain access to the GW-FEAST Data Access Portal, please email mazumder_lab@gwu.edu. ==== FAQs ==== # What data types are available on the portal? #* Both electronic medical records (EMR) and -omic...") Tag: Visual edit
- 18:13, 23 January 2025 Collaborators (hist | edit) [1,198 bytes] Vishal.bakshi (talk | contribs) (Created page with "<div> <h2>Collaborators</h2> <h3>Company: DryLab, Inc.</h3> <p><strong>Website:</strong> https://www.drylab.tech/</p> <h4>Description:</h4> <p> DryLab, Inc. is a digital transformation consultancy dedicated to empowering academic researchers and research-driven organizations. We specialize in bioinformatics, research IT, scientific computing, cloud computing, and web and database development. By offering innovative solutions,...")