CN116577923A - 用于手术显微镜系统的显微镜的系统、方法和计算机程序 - Google Patents

用于手术显微镜系统的显微镜的系统、方法和计算机程序 Download PDF

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Publication number
CN116577923A
CN116577923A CN202310141380.XA CN202310141380A CN116577923A CN 116577923 A CN116577923 A CN 116577923A CN 202310141380 A CN202310141380 A CN 202310141380A CN 116577923 A CN116577923 A CN 116577923A
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China
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interest
region
imaging sensor
sensor data
features
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CN202310141380.XA
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Chinese (zh)
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乔治·塞梅利斯
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Leica Instruments Singapore Pte Ltd
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Leica Instruments Singapore Pte Ltd
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Publication of CN116577923A publication Critical patent/CN116577923A/zh
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/20Surgical microscopes characterised by non-optical aspects
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/24Base structure
    • G02B21/241Devices for focusing
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/0004Microscopes specially adapted for specific applications
    • G02B21/0012Surgical microscopes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/36Image-producing devices or illumination devices not otherwise provided for
    • A61B90/37Surgical systems with images on a monitor during operation
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/0004Microscopes specially adapted for specific applications
    • G02B21/002Scanning microscopes
    • G02B21/0024Confocal scanning microscopes (CSOMs) or confocal "macroscopes"; Accessories which are not restricted to use with CSOMs, e.g. sample holders
    • G02B21/0052Optical details of the image generation
    • G02B21/006Optical details of the image generation focusing arrangements; selection of the plane to be imaged
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/0004Microscopes specially adapted for specific applications
    • G02B21/002Scanning microscopes
    • G02B21/0024Confocal scanning microscopes (CSOMs) or confocal "macroscopes"; Accessories which are not restricted to use with CSOMs, e.g. sample holders
    • G02B21/0052Optical details of the image generation
    • G02B21/0076Optical details of the image generation arrangements using fluorescence or luminescence
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/36Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
    • G02B21/365Control or image processing arrangements for digital or video microscopes
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/36Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
    • G02B21/365Control or image processing arrangements for digital or video microscopes
    • G02B21/367Control or image processing arrangements for digital or video microscopes providing an output produced by processing a plurality of individual source images, e.g. image tiling, montage, composite images, depth sectioning, image comparison
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • G06T7/73Determining position or orientation of objects or cameras using feature-based methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/25Determination of region of interest [ROI] or a volume of interest [VOI]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/69Microscopic objects, e.g. biological cells or cellular parts
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18Eye characteristics, e.g. of the iris
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/39Markers, e.g. radio-opaque or breast lesions markers
    • A61B2090/3937Visible markers
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10056Microscopic image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30101Blood vessel; Artery; Vein; Vascular
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03Recognition of patterns in medical or anatomical images

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Analytical Chemistry (AREA)
  • Optics & Photonics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Veterinary Medicine (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Pathology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Public Health (AREA)
  • Radiology & Medical Imaging (AREA)
  • Software Systems (AREA)
  • Gynecology & Obstetrics (AREA)
  • Quality & Reliability (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Ophthalmology & Optometry (AREA)
  • Human Computer Interaction (AREA)
  • Data Mining & Analysis (AREA)
  • Microscoopes, Condenser (AREA)
  • Focusing (AREA)
  • Automatic Focus Adjustment (AREA)
CN202310141380.XA 2022-02-08 2023-02-08 用于手术显微镜系统的显微镜的系统、方法和计算机程序 Pending CN116577923A (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
DE102022102898.4 2022-02-08
DE102022102898 2022-02-08

Publications (1)

Publication Number Publication Date
CN116577923A true CN116577923A (zh) 2023-08-11

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CN202310141380.XA Pending CN116577923A (zh) 2022-02-08 2023-02-08 用于手术显微镜系统的显微镜的系统、方法和计算机程序

Country Status (4)

Country Link
US (1) US20230248464A1 (https=)
EP (1) EP4223250A1 (https=)
JP (1) JP2023115914A (https=)
CN (1) CN116577923A (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102023131862A1 (de) * 2023-11-15 2025-05-15 Carl Zeiss Meditec Ag Verfolgen von bewegten objekten während der auto-konfiguration eines operationsmikroskopiesystems
EP4586053A1 (en) * 2024-01-11 2025-07-16 Leica Instruments (Singapore) Pte. Ltd. Apparatus for an optical imaging system, optical imaging system, method and computer program
DE102024122012B9 (de) * 2024-08-01 2025-10-16 Carl Zeiss Meditec Ag Robuster autofokus für szenen mit tiefem kanal

Family Cites Families (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7594188B2 (en) * 2003-08-21 2009-09-22 Carl Zeiss Ag Operating menu for a surgical microscope
US7794396B2 (en) * 2006-11-03 2010-09-14 Stryker Corporation System and method for the automated zooming of a surgical camera
US9259290B2 (en) * 2009-06-08 2016-02-16 MRI Interventions, Inc. MRI-guided surgical systems with proximity alerts
KR101759534B1 (ko) * 2009-10-30 2017-07-19 더 존스 홉킨스 유니버시티 외과 수술 시 임상적으로 중요한 해부상의 랜드마크에 대한 시각 추적 및 주석 달기
US9788906B2 (en) * 2013-03-15 2017-10-17 Synaptive Medical (Barbados) Inc. Context aware surgical systems for intraoperatively configuring imaging devices
DE102014210053A1 (de) * 2014-05-27 2015-12-03 Carl Zeiss Meditec Ag Operationsmikroskop mit Dateneinheit und Verfahren zum Überlagern von Bildern
US11207139B2 (en) * 2016-10-31 2021-12-28 Synaptive Medical Inc. 3D navigation system and methods
US11023761B2 (en) * 2017-11-06 2021-06-01 EagleSens Systems Corporation Accurate ROI extraction aided by object tracking
EP3527123B1 (en) * 2018-02-15 2022-08-31 Leica Instruments (Singapore) Pte. Ltd. Image processing method and apparatus using elastic mapping of vascular plexus structures
EP3540494B1 (en) * 2018-03-16 2022-11-23 Leica Instruments (Singapore) Pte. Ltd. Augmented reality surgical microscope and microscopy method
US10705323B2 (en) * 2018-04-24 2020-07-07 Synaptive Medical (Barbados) Inc. Surgical microscope system with automatic zoom control
US11026585B2 (en) * 2018-06-05 2021-06-08 Synaptive Medical Inc. System and method for intraoperative video processing
EP3846460A4 (en) * 2018-10-18 2021-11-24 Sony Group Corporation OBSERVATION SYSTEM FOR MEDICAL PURPOSES, OBSERVATION DEVICE FOR MEDICAL PURPOSES, AND OBSERVATION PROCEDURES FOR MEDICAL PURPOSES
EP3690819B1 (en) * 2019-01-31 2023-09-13 Leica Instruments (Singapore) Pte. Ltd. Image processing device and method, and medical observation device comprising such an image processing device, using an intensity or brightness-dependent variation of a pseudocolor pattern characteristic
EP3744286A1 (en) * 2019-05-27 2020-12-02 Leica Instruments (Singapore) Pte. Ltd. Microscope system and method for controlling a surgical microscope
US10758309B1 (en) * 2019-07-15 2020-09-01 Digital Surgery Limited Methods and systems for using computer-vision to enhance surgical tool control during surgeries
EP3806037A1 (en) * 2019-10-10 2021-04-14 Leica Instruments (Singapore) Pte. Ltd. System and corresponding method and computer program and apparatus and corresponding method and computer program
EP3862804A1 (en) * 2020-02-05 2021-08-11 Leica Instruments (Singapore) Pte. Ltd. Apparatuses, methods and computer programs for a microscope system
US12521177B2 (en) * 2021-02-23 2026-01-13 Karl Storz Se & Co. Kg Generating suture path guidance overlays on real-time surgical images
US20220270269A1 (en) * 2021-02-25 2022-08-25 Apeel Technology, Inc. Object throughput using trained machine learning models
EP4309075A1 (en) * 2021-03-19 2024-01-24 Digital Surgery Limited Prediction of structures in surgical data using machine learning
CN117177702A (zh) * 2021-03-29 2023-12-05 爱尔康公司 具有目标锁定自动对焦模式的立体成像平台
US11844583B2 (en) * 2021-03-31 2023-12-19 Moon Surgical Sas Co-manipulation surgical system having an instrument centering mode for automatic scope movements
AU2022254686B2 (en) * 2021-04-06 2025-07-10 Digital Surgery Systems, Inc. System, method, and apparatus for tracking a tool via a digital surgical microscope
US20220351392A1 (en) * 2021-04-30 2022-11-03 Nvidia Corporation Object tracking using optical flow
EP4174553A1 (en) * 2021-10-28 2023-05-03 Leica Instruments (Singapore) Pte. Ltd. System, method and computer program for a microscope of a surgical microscope system
WO2023085253A1 (ja) * 2021-11-09 2023-05-19 株式会社iMed Technologies 画像処理装置、画像処理方法、プログラム、及び画像処理システム

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JP2023115914A (ja) 2023-08-21
US20230248464A1 (en) 2023-08-10

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