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 complex tasks quickly, has the potential to revolutionize many fields. However, its real-world use is currently limited by its lack of interpretability: it is difficult to understand how AI models generate their outputs. This is especially important in risk-averse...

Published: 3/14/2025 | Inventor(s): Rene Vidal, Aditya Chattopadhyay, Donald Geman, Benjamin Haeffele

Keywords(s):

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

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: 3/13/2025 | 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: 3/13/2025 | 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: 3/13/2025 | 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