Apparatus and method for generating clinical decision support

US12387852B2 · kind B2 · utility

Assignee

• Anumana, Inc. · US

Inventors

• Leon Ptaszek · Milton, US
• Rohit Jain · Danville, US
• Anand Ramani · Bengaluru, IN
• Animesh Agarwal · San Francisco, US
• Yogisha Heggadahalli Jayendra · Bengaluru, IN
• Sanjeev Shrinivas Nadapurohit · Bengaluru, IN
• Karthik K. Bharadwaj · Bengaluru, IN
• Shashi Kant · Bengaluru, IN
• Shiva Verma · Kanchinakote, IN

Key dates

• Filing date: Jul 26, 2024
• Grant date: Aug 12, 2025
• Expiry date: Jul 26, 2044

Classification

• Technology area (CPC G): Physics
• CPC primary: G16H50/70
• WIPO field: Medical technology
• WIPO sector: Instruments

Abstract

An apparatus and method for generating clinical decision support is disclosed. The apparatus includes at least a processor and a computer-readable storage medium communicatively connected to the at least a processor, wherein the computer-readable storage medium contains instructions configuring the at least processor to receive user data, generate a fused feature vector correlating the user data to a plurality of clinical outcomes by training a plurality of deep neural networks (DNNs) to output a first set of feature vectors, a second set of feature vectors and a third set of feature vectors, fusing the first, second, and third set of features vectors to form the fused feature vector, generate a procedural output using the fused feature vector, and display the procedural output through a user interface.