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Interpretation/Triage of Eye Images

Read more about Interpretation/Triage of Eye Images

Founder BadgeArtificial intelligence supports triage of eye patients cared for through telehealth, interprets eye images, and assesses health risks based on retina photos. The goal is to improve diagnosis of a variety of conditions, including glaucoma, macular degeneration, and diabetic retinopathy.

VA /IRB Approved Research Study for Finding Colon Polyps

Read more about VA /IRB Approved Research Study for Finding Colon Polyps

Founder BadgeThis IRB approved research study uses  a randomized trial for finding colon polyps with artifical intelligence.

Extraction of Family Medical History From Patient Records

Read more about Extraction of Family Medical History From Patient Records

Founder BadgeThis pilot project uses TIU documentation on African American Veterans aged 45-50 to extract family medical history data and identify Veterans who are are at risk of prostate cancer but have not undergone prostate cancer screening.

GI Genius (Medtronic)

Read more about GI Genius (Medtronic)

Founder BadgeThe Medtronic GI Genius aids in detection of colon polyps through artificial intelligence.

Computer-aided Detection and Classification of Colorectal Polyps

Read more about Computer-aided Detection and Classification of Colorectal Polyps

Founder BadgeThis study is investigating the use of artificial intelligence models for improving clinical management of colorectal polyps. The models receive video frames from colonoscopy video streams and analyze them in real time in order to (1) detect whether a polyp is in the frame and (2) predict the polyp's malignant potential.

Predicting Hepatocellular Carcinoma in Patients with Hepatitis C

Read more about Predicting Hepatocellular Carcinoma in Patients with Hepatitis C

Founder BadgeThis prognostic study used data on patients with hepatitis C virus (HCV)-related cirrhosis in the national Veterans Health Administration who had at least 3 years of follow-up after the diagnosis of cirrhosis.

Reinforcement Learning Evaluation of Treatment Policies for Patients with Hepatitis C Virus

Read more about Reinforcement Learning Evaluation of Treatment Policies for Patients with Hepatitis C Virus

Founder BadgeA machine learning model is used to predict disease progression among veterans with hepatitis C virus.

Use of Machine Learning to Predict Surgery in Crohn’s Disease

Read more about Use of Machine Learning to Predict Surgery in Crohn’s Disease

Founder BadgeMachine learning analyzes patient demographics, medication use, and longitudinal laboratory values collected between 2001 and 2015 from adult patients in the Veterans Integrated Service Networks (VISN) 10 cohort. The data was used for analysis in prediction of Crohn’s disease and to model future surgical outcomes within 1 year.

Predicting Corticosteroid Free Endoscopic Remission with Vedolizumab in Ulcerative Colitis

Read more about Predicting Corticosteroid Free Endoscopic Remission with Vedolizumab in Ulcerative Colitis

Founder BadgeThis work uses random forest modeling on a cohort of 594 patients with Vedolizumab to predict the outcome of corticosteroid-free biologic remission at week 52 on the testing cohort. Models were constructed using baseline data or data through week 6 of VDZ therapy.

Predicting Hospitalization and Corticosteroid Use as a Surrogate for IBD Flares

Read more about Predicting Hospitalization and Corticosteroid Use as a Surrogate for IBD Flares

Founder BadgeThis work examines data from 20,368 Veterans Health Administration (VHA) patients with an irritable bowel disease (IBD) diagnosis between 2002 and 2009. Longitudinal labs and associated predictors were used in random forest models to predict hospitalizations and steroid usage as a surrogate for IBD Flares.

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