AR126437A1 - Sistemas y métodos implementados por computadora para detección y caracterización de objetos - Google Patents

Sistemas y métodos implementados por computadora para detección y caracterización de objetos

Info

Publication number
AR126437A1
AR126437A1 ARP220101826A ARP220101826A AR126437A1 AR 126437 A1 AR126437 A1 AR 126437A1 AR P220101826 A ARP220101826 A AR P220101826A AR P220101826 A ARP220101826 A AR P220101826A AR 126437 A1 AR126437 A1 AR 126437A1
Authority
AR
Argentina
Prior art keywords
computer implemented
characterization
methods
object detection
medical
Prior art date
Application number
ARP220101826A
Other languages
English (en)
Inventor
Andrea Cherubini
Pietro Salvagnini
Carlo Biffi
Dinh Nhan Ngo
Original Assignee
Cosmo Artificial Intelligence Ai Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Cosmo Artificial Intelligence Ai Ltd filed Critical Cosmo Artificial Intelligence Ai Ltd
Publication of AR126437A1 publication Critical patent/AR126437A1/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B1/00—Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes; Illuminating arrangements therefor
    • A61B1/00002—Operational features of endoscopes
    • A61B1/00004—Operational features of endoscopes characterised by electronic signal processing
    • A61B1/00009—Operational features of endoscopes characterised by electronic signal processing of image signals during a use of endoscope
    • A61B1/000096—Operational features of endoscopes characterised by electronic signal processing of image signals during a use of endoscope using artificial intelligence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10068—Endoscopic image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30028—Colon; Small intestine
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30028—Colon; Small intestine
    • G06T2207/30032—Colon polyp
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30096—Tumor; Lesion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30168—Image quality inspection

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Surgery (AREA)
  • Multimedia (AREA)
  • Quality & Reliability (AREA)
  • Pathology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Signal Processing (AREA)
  • Databases & Information Systems (AREA)
  • Biophysics (AREA)
  • Optics & Photonics (AREA)
  • Veterinary Medicine (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Public Health (AREA)
  • Geometry (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)

Abstract

Se proporciona un sistema implementado por computadora que recibe un video en tiempo real capturado desde un dispositivo de imágenes médicas durante un procedimiento médico. El video en tiempo real puede incluir una pluralidad de fotogramas. El sistema puede adaptarse para detectar un objeto de interés en la pluralidad de fotogramas y aplicar una o más redes neuronales configuradas para identificar una pluralidad de características del objeto de interés detectado, tales como clasificación, tamaño y/o ubicación. En algunas formas de realización, el sistema se adapta para identificar, en función de una o más de las pluralidades de características, una guía médica y presentar, en tiempo real en un dispositivo de visualización durante el procedimiento médico, información para la guía médica.
ARP220101826A 2020-07-12 2022-07-12 Sistemas y métodos implementados por computadora para detección y caracterización de objetos AR126437A1 (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202063220585P 2020-07-12 2020-07-12
EP21185179.5A EP4120186A1 (en) 2021-07-12 2021-07-12 Computer-implemented systems and methods for object detection and characterization

Publications (1)

Publication Number Publication Date
AR126437A1 true AR126437A1 (es) 2023-10-11

Family

ID=76920503

Family Applications (1)

Application Number Title Priority Date Filing Date
ARP220101826A AR126437A1 (es) 2020-07-12 2022-07-12 Sistemas y métodos implementados por computadora para detección y caracterización de objetos

Country Status (3)

Country Link
US (1) US20230007982A1 (es)
EP (1) EP4120186A1 (es)
AR (1) AR126437A1 (es)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021168408A1 (en) 2020-02-20 2021-08-26 Smith & Nephew, Inc. Methods for arthroscopic video analysis and devices therefor
WO2021203077A1 (en) 2020-04-03 2021-10-07 Smith & Nephew, Inc. Methods for arthroscopic surgery video segmentation and devices therefor
US12026874B2 (en) * 2021-08-04 2024-07-02 Magentiq Eye Ltd Systems and methods for detection and analysis of polyps in colon images
US12087454B2 (en) * 2022-11-17 2024-09-10 Aignostics GmbH Systems and methods for the detection and classification of biological structures
WO2024163104A1 (en) * 2023-01-31 2024-08-08 Verily Life Sciences Llc Endoscopic systems and methods to re-identify polyps using multiview input images

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10810460B2 (en) * 2018-06-13 2020-10-20 Cosmo Artificial Intelligence—AI Limited Systems and methods for training generative adversarial networks and use of trained generative adversarial networks
US11100633B2 (en) * 2018-06-13 2021-08-24 Cosmo Artificial Intelligence—Al Limited Systems and methods for processing real-time video from a medical image device and detecting objects in the video

Also Published As

Publication number Publication date
EP4120186A1 (en) 2023-01-18
US20230007982A1 (en) 2023-01-12

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