Search Results - donald+geman

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Interpretable Machine Learning by Composing Queries

Unmet NeedArtificial intelligence (AI), with its ability to computationally carry out many complex tasks quickly, has the potential to revolutionize many fields. However, its real-world use is currently limited by its lack ofinterpretability: it is difficult to understand how AI models generate their outputs. This is especially important in risk-averse...

Published: 6/28/2024 | Inventor(s): Rene Vidal, Aditya Chattopadhyay, Donald Geman, Benjamin Haeffele

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A New Peptide-based Algorithm for Comparative Protein Detection-levels in Shotgun Proteomics

C11631: Novel Software for Biomarker Detection and IdentificationNovelty: This technology is novel software comprising an algorithm that compares detectable protein levels from complex protein mixtures for biomarker discovery.Value Proposition: The technology outlined provides robust and accurate bioinformatics methods for detecting and identifying...

Published: 6/27/2024 | Inventor(s): Donald Geman, Patrick Slama

Keywords(s): Computer Systems Based on Specific Computational Models, Computing; Calculating; Counting, Physics

Category(s): Technology Classifications > Computers, Electronics & Software

An Algorithm for the Discovery of Robust Protein Biomarkers with Application to the Design of Classification Protein Arrays

C04758: An Algorithm for the Discovery of Robust Protein Biomarkers with Application to the Design of Classification Protein ArraysNovelty: The current invention is a general, quantitative method for the selection of protein biomarkers supporting accurate, sensitive and specific classification of protein profiles.Value Proposition: Biomarker discovery...

Published: 6/27/2024 | Inventor(s): Donald Geman, Daniel Naiman, Troy Anderson, Aik Choon Tan, Raimond Winslow

Keywords(s): Computational Modeling Tool, Computer Systems Based on Biological Models, Computer Systems Based on Specific Computational Models, Computing; Calculating; Counting, Discovery/Research Tools, In Silico Research Tool, Physics

Category(s): Technology Classifications > Computers, Electronics & Software, Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Research Tools

A Novel Statistical Method to Identify Robust Prostate Cancer Marker Genes

C04747: A Novel Statistical Method to Identify Robust Prostate Cancer Marker GenesNovelty: The disclosed invention is a novel method for discovering robust, accurate, sensitive and specific gene biomarkers by combing microarray gene expression sets collected from different patient populations sharing the same diagnosis across multiple laboratories.Value...

Published: 6/27/2024 | Inventor(s): Lei Xu, Aik Choon Tan, Donald Geman, Daniel Naiman, Raimond Winslow

Keywords(s): Cancers, Clinical Diagnostics, Computer Systems Based on Biological Models, Computer Systems Based on Specific Computational Models, Computing; Calculating; Counting, Diagnostic Tool, Disease Indication, Physics, Prostate Cancer

Category(s): Clinical and Disease Specializations, Clinical and Disease Specializations > Men's Health, Clinical and Disease Specializations > Oncology > Prostate Cancer, Technology Classifications > Computers, Electronics & Software, Clinical and Disease Specializations > Oncology