IT202200001826A1 - Metodo per l'analisi delle radiografie orali e relativo sistema di analisi - Google Patents

Metodo per l'analisi delle radiografie orali e relativo sistema di analisi Download PDF

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Publication number
IT202200001826A1
IT202200001826A1 IT102022000001826A IT202200001826A IT202200001826A1 IT 202200001826 A1 IT202200001826 A1 IT 202200001826A1 IT 102022000001826 A IT102022000001826 A IT 102022000001826A IT 202200001826 A IT202200001826 A IT 202200001826A IT 202200001826 A1 IT202200001826 A1 IT 202200001826A1
Authority
IT
Italy
Prior art keywords
analysis
analysis system
oral radiographs
radiographs
oral
Prior art date
Application number
IT102022000001826A
Other languages
English (en)
Inventor
Giuseppe Cota
Gaetano Scaramozzino
Alessandro Berto
Original Assignee
Exalens S R L
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 Exalens S R L filed Critical Exalens S R L
Priority to IT102022000001826A priority Critical patent/IT202200001826A1/it
Priority to PCT/IT2022/050324 priority patent/WO2023148793A1/en
Publication of IT202200001826A1 publication Critical patent/IT202200001826A1/it

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/12—Edge-based segmentation
    • 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
    • G06T2207/10116—X-ray 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
    • G06T2207/30036—Dental; Teeth

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  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)
IT102022000001826A 2022-02-02 2022-02-02 Metodo per l'analisi delle radiografie orali e relativo sistema di analisi IT202200001826A1 (it)

Priority Applications (2)

Application Number Priority Date Filing Date Title
IT102022000001826A IT202200001826A1 (it) 2022-02-02 2022-02-02 Metodo per l'analisi delle radiografie orali e relativo sistema di analisi
PCT/IT2022/050324 WO2023148793A1 (en) 2022-02-02 2022-12-13 Method for analysis of oral x-ray pictures and related analysis system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IT102022000001826A IT202200001826A1 (it) 2022-02-02 2022-02-02 Metodo per l'analisi delle radiografie orali e relativo sistema di analisi

Publications (1)

Publication Number Publication Date
IT202200001826A1 true IT202200001826A1 (it) 2023-08-02

Family

ID=81392953

Family Applications (1)

Application Number Title Priority Date Filing Date
IT102022000001826A IT202200001826A1 (it) 2022-02-02 2022-02-02 Metodo per l'analisi delle radiografie orali e relativo sistema di analisi

Country Status (2)

Country Link
IT (1) IT202200001826A1 (it)
WO (1) WO2023148793A1 (it)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019002631A1 (en) * 2017-06-30 2019-01-03 Promaton Holding B.V. 3D CLASSIFICATION AND MODELING OF 3D DENTO-MAXILLO-FACIAL STRUCTURES THROUGH DEEP LEARNING PROCESSES
US10460839B1 (en) * 2018-11-29 2019-10-29 Richard Ricci Data mining of dental images

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019002631A1 (en) * 2017-06-30 2019-01-03 Promaton Holding B.V. 3D CLASSIFICATION AND MODELING OF 3D DENTO-MAXILLO-FACIAL STRUCTURES THROUGH DEEP LEARNING PROCESSES
US10460839B1 (en) * 2018-11-29 2019-10-29 Richard Ricci Data mining of dental images

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
CHEN, Y.-W., STANLEY, K., ATT, W.: "Artificial intelligence in dentistry:current applications and future perspectives", QUINTESSENCE INTERNATIONAL, vol. 51, no. 3, 2020, pages 248 - 257
LOSHCHILOV, I.HUTTER, F.: "SGDR: Stochastic Gradient Descent with warm Restarts", 5TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATION, 2017, pages 2980 - 2988, Retrieved from the Internet <URL:https://openreview.net/pdf?id=Skq89Scxx>
REN, S.HE, K.GIRSHICK, R.SUN, J.: "Faster R-CNN: Toward Real-time object Detection with Region proposal Networks", ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, vol. 28, 2015, pages 1440 - 1448, Retrieved from the Internet <URL:https://arxiv.org/abs/1506.01497>
SUZUKI, S.ABE, K.: "Topological structural analysis of digitized binary images by border following", COMPUTER VISION, GRAPHICS, AND IMAGE PROCESSING, vol. 30, no. 1, 1985, pages 32 - 46, XP001376400
SZYMON PLOTKA ET AL: "Convolutional Neural Networks in Orthodontics: a review", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 18 April 2021 (2021-04-18), XP081940170 *

Also Published As

Publication number Publication date
WO2023148793A1 (en) 2023-08-10

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