
Advancing Ulcerative Colitis Monitoring with Deep Learning ModelsAward last edited on: 2/3/2021
Sponsored Program
SBIRAwarding Agency
NIH : NIBIBTotal Award Amount
$150,000Award Phase
1Solicitation Topic Code
286Principal Investigator
Robert M CheethamCompany Information
Azavea Inc (AKA: Avencia Incorporated)
990 Spring Garden Street 5th floor
Philadelphia, PA 19123
Philadelphia, PA 19123
(215) 925-2600 |
info@azavea.com |
www.azavea.com |
Location: Single
Congr. District: 02
County: Philadelphia
Congr. District: 02
County: Philadelphia
Phase I
Contract Number: 1R43EB030441-01Start Date: 9/1/2020 Completed: 6/30/2021
Phase I year
2020Phase I Amount
$150,000Public Health Relevance Statement:
Project Narrative The proposed research will contribute critical new insights on the reliability, sensitivity, and practicality of machine learning to support gastrointestinal disease detection and evaluation in a clinical trials setting. In pathology, where manual interpretation of images using a microscope has remained relatively unchanged for decades, machine learning provides particular potential to improve the speed and accuracy of diagnoses by reducing the subjectivity that is often inherent in the process.
Project Terms:
Address; Algorithms; Appearance; Architecture; base; Catalogs; Clinical Data; Clinical Research; Clinical Trials; Communication; Computer software; Country; Coupled; Data; Data Set; deep learning; deep learning algorithm; Detection; Development; Diagnosis; Diagnostic; diagnostic accuracy; digital imaging; Disease; Disease Progression; Eligibility Determination; Endoscopy; Endpoint Determination; Ensure; Evaluation; Foundations; Future; gastrointestinal; Gastrointestinal Diseases; Histologic; Histology; Histopathology; Hospitals; Image; Image Analysis; Imagery; imaging biomarker; imaging detection; improved; indexing; Individual; insight; instrument; Knowledge; Label; learning network; Learning Skill; Machine Learning; Manuals; Maps; Measures; Medical; Medical Imaging; Metadata; Methods; Microscope; Modeling; Monitor; Output; Pathologist; Pathology; Patients; Pharmaceutical Preparations; Phase; Play; Predictive Value; Process; prototype; Publications; Readability; Reader; Reporting; Research; Role; Series; Services; Severity of illness; Site; Software Design; software development; Speed; Stains; System; Techniques; Technology; Testing; Time; Tissues; tool; Training; Translating; treatment response; Triage; Ulcerative Colitis; Validation
Phase II
Contract Number: ----------Start Date: 00/00/00 Completed: 00/00/00