JP6753846B2 - 光学文字認識を使用する薬物注射デバイスからの用量データの記録 - Google Patents
光学文字認識を使用する薬物注射デバイスからの用量データの記録 Download PDFInfo
- Publication number
- JP6753846B2 JP6753846B2 JP2017521495A JP2017521495A JP6753846B2 JP 6753846 B2 JP6753846 B2 JP 6753846B2 JP 2017521495 A JP2017521495 A JP 2017521495A JP 2017521495 A JP2017521495 A JP 2017521495A JP 6753846 B2 JP6753846 B2 JP 6753846B2
- Authority
- JP
- Japan
- Prior art keywords
- drug
- video
- image
- processing configuration
- data acquisition
- Prior art date
- Legal status (The legal status 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 status listed.)
- Active
Links
- 239000003814 drug Substances 0.000 title claims description 88
- 229940079593 drug Drugs 0.000 title claims description 88
- 238000012015 optical character recognition Methods 0.000 title claims description 34
- 238000002347 injection Methods 0.000 title description 98
- 239000007924 injection Substances 0.000 title description 98
- 238000000034 method Methods 0.000 claims description 53
- 238000012545 processing Methods 0.000 claims description 48
- 238000012377 drug delivery Methods 0.000 claims description 27
- 230000008569 process Effects 0.000 claims description 26
- 238000012384 transportation and delivery Methods 0.000 claims description 18
- 238000004590 computer program Methods 0.000 claims description 4
- 238000013480 data collection Methods 0.000 claims description 4
- 230000004044 response Effects 0.000 claims description 3
- NOESYZHRGYRDHS-UHFFFAOYSA-N insulin Chemical compound N1C(=O)C(NC(=O)C(CCC(N)=O)NC(=O)C(CCC(O)=O)NC(=O)C(C(C)C)NC(=O)C(NC(=O)CN)C(C)CC)CSSCC(C(NC(CO)C(=O)NC(CC(C)C)C(=O)NC(CC=2C=CC(O)=CC=2)C(=O)NC(CCC(N)=O)C(=O)NC(CC(C)C)C(=O)NC(CCC(O)=O)C(=O)NC(CC(N)=O)C(=O)NC(CC=2C=CC(O)=CC=2)C(=O)NC(CSSCC(NC(=O)C(C(C)C)NC(=O)C(CC(C)C)NC(=O)C(CC=2C=CC(O)=CC=2)NC(=O)C(CC(C)C)NC(=O)C(C)NC(=O)C(CCC(O)=O)NC(=O)C(C(C)C)NC(=O)C(CC(C)C)NC(=O)C(CC=2NC=NC=2)NC(=O)C(CO)NC(=O)CNC2=O)C(=O)NCC(=O)NC(CCC(O)=O)C(=O)NC(CCCNC(N)=N)C(=O)NCC(=O)NC(CC=3C=CC=CC=3)C(=O)NC(CC=3C=CC=CC=3)C(=O)NC(CC=3C=CC(O)=CC=3)C(=O)NC(C(C)O)C(=O)N3C(CCC3)C(=O)NC(CCCCN)C(=O)NC(C)C(O)=O)C(=O)NC(CC(N)=O)C(O)=O)=O)NC(=O)C(C(C)CC)NC(=O)C(CO)NC(=O)C(C(C)O)NC(=O)C1CSSCC2NC(=O)C(CC(C)C)NC(=O)C(NC(=O)C(CCC(N)=O)NC(=O)C(CC(N)=O)NC(=O)C(NC(=O)C(N)CC=1C=CC=CC=1)C(C)C)CC1=CN=CN1 NOESYZHRGYRDHS-UHFFFAOYSA-N 0.000 description 44
- 102000004877 Insulin Human genes 0.000 description 22
- 108090001061 Insulin Proteins 0.000 description 22
- 229940125396 insulin Drugs 0.000 description 22
- 238000004422 calculation algorithm Methods 0.000 description 11
- 230000006870 function Effects 0.000 description 7
- 238000012937 correction Methods 0.000 description 6
- 238000001514 detection method Methods 0.000 description 6
- 238000012544 monitoring process Methods 0.000 description 6
- 238000004364 calculation method Methods 0.000 description 5
- 230000006854 communication Effects 0.000 description 5
- 238000004891 communication Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 239000003795 chemical substances by application Substances 0.000 description 4
- 229940127560 insulin pen Drugs 0.000 description 4
- 238000004458 analytical method Methods 0.000 description 3
- 239000003086 colorant Substances 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 238000007781 pre-processing Methods 0.000 description 3
- 230000011218 segmentation Effects 0.000 description 3
- 238000000926 separation method Methods 0.000 description 3
- 230000010267 cellular communication Effects 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 238000012805 post-processing Methods 0.000 description 2
- 238000003825 pressing Methods 0.000 description 2
- 101000579646 Penaeus vannamei Penaeidin-1 Proteins 0.000 description 1
- 206010067584 Type 1 diabetes mellitus Diseases 0.000 description 1
- 230000007175 bidirectional communication Effects 0.000 description 1
- POIUWJQBRNEFGX-XAMSXPGMSA-N cathelicidin Chemical compound C([C@@H](C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CO)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H]([C@@H](C)CC)C(=O)NCC(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC=1C=CC=CC=1)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H]([C@@H](C)CC)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H]([C@@H](C)CC)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](CC=1C=CC=CC=1)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](C(C)C)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H]([C@@H](C)O)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CO)C(O)=O)NC(=O)[C@H](CC=1C=CC=CC=1)NC(=O)[C@H](CC(O)=O)NC(=O)CNC(=O)[C@H](CC(C)C)NC(=O)[C@@H](N)CC(C)C)C1=CC=CC=C1 POIUWJQBRNEFGX-XAMSXPGMSA-N 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000000205 computational method Methods 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000002950 deficient Effects 0.000 description 1
- 201000010099 disease Diseases 0.000 description 1
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 238000001647 drug administration Methods 0.000 description 1
- 230000037406 food intake Effects 0.000 description 1
- 238000001802 infusion Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 238000000968 medical method and process Methods 0.000 description 1
- 230000007721 medicinal effect Effects 0.000 description 1
- 239000012899 standard injection Substances 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 208000001072 type 2 diabetes mellitus Diseases 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/178—Syringes
- A61M5/24—Ampoule syringes, i.e. syringes with needle for use in combination with replaceable ampoules or carpules, e.g. automatic
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/178—Syringes
- A61M5/31—Details
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/178—Syringes
- A61M5/31—Details
- A61M5/315—Pistons; Piston-rods; Guiding, blocking or restricting the movement of the rod or piston; Appliances on the rod for facilitating dosing ; Dosing mechanisms
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/178—Syringes
- A61M5/31—Details
- A61M5/315—Pistons; Piston-rods; Guiding, blocking or restricting the movement of the rod or piston; Appliances on the rod for facilitating dosing ; Dosing mechanisms
- A61M5/31525—Dosing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
-
- 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
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/136—Segmentation; Edge detection involving thresholding
-
- 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
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/63—Scene text, e.g. street names
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/10—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
- G16H20/13—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients delivered from dispensers
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/10—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
- G16H20/17—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients delivered via infusion or injection
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/70—Circuitry for compensating brightness variation in the scene
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/178—Syringes
- A61M5/31—Details
- A61M2005/3125—Details specific display means, e.g. to indicate dose setting
- A61M2005/3126—Specific display means related to dosing
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M2205/00—General characteristics of the apparatus
- A61M2205/33—Controlling, regulating or measuring
- A61M2205/3306—Optical measuring means
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M2205/00—General characteristics of the apparatus
- A61M2205/50—General characteristics of the apparatus with microprocessors or computers
- A61M2205/502—User interfaces, e.g. screens or keyboards
- A61M2205/505—Touch-screens; Virtual keyboard or keypads; Virtual buttons; Soft keys; Mouse touches
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M2205/00—General characteristics of the apparatus
- A61M2205/50—General characteristics of the apparatus with microprocessors or computers
- A61M2205/52—General characteristics of the apparatus with microprocessors or computers with memories providing a history of measured variating parameters of apparatus or patient
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M2205/00—General characteristics of the apparatus
- A61M2205/60—General characteristics of the apparatus with identification means
- A61M2205/6063—Optical identification systems
- A61M2205/6081—Colour codes
-
- 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
- G06T2207/20—Special algorithmic details
- G06T2207/20068—Projection on vertical or horizontal image axis
-
- 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
- G06T2207/20076—Probabilistic image processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/02—Recognising information on displays, dials, clocks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/64—Computer-aided capture of images, e.g. transfer from script file into camera, check of taken image quality, advice or proposal for image composition or decision on when to take image
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Biomedical Technology (AREA)
- Medical Informatics (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Animal Behavior & Ethology (AREA)
- Hematology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Veterinary Medicine (AREA)
- Heart & Thoracic Surgery (AREA)
- Anesthesiology (AREA)
- Vascular Medicine (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Medicinal Chemistry (AREA)
- Chemical & Material Sciences (AREA)
- Multimedia (AREA)
- Business, Economics & Management (AREA)
- General Business, Economics & Management (AREA)
- Signal Processing (AREA)
- Infusion, Injection, And Reservoir Apparatuses (AREA)
Description
・欠陥および不良画素の補正
・光補正
・歪曲
・ジッタ
・2値化
・セグメント化
・パターンマッチング
・位置計算
位置=主数表示行の数字+[2×オフセット/(数字の予想される高さ+スペースの予想される高さ)]
ここで、オフセット=投薬量窓の中心に対応する画像行の数字−主数表示行の中心行の数字である。
位置=6+[2×0/(28)]=6
位置=74+[2×11/(28)]=74.79
Claims (14)
- ビデオカメラと処理構成とを含むウェアラブル電子データ収集デバイスによって実行される薬剤用量を記録する方法であって:
ビデオカメラによって、薬剤送達デバイスの薬剤用量インジケータを示すビデオを捕捉する工程と:
薬物送達デバイスとビデオカメラとの間の距離に応じて、前記ビデオでの画像のスケールを処理構成によって調節する工程と;
前記ビデオでの薬剤送達デバイスの構成要素に表示される1つまたはそれ以上の文字の歪みに関して前記画像を、処理構成によって調節する工程と;
画像での前記1つまたはそれ以上の文字のうちの少なくとも1つの位置を、処理構成によって決定する工程と;
光学文字認識を使用して少なくとも1文字を、処理構成によって識別する工程と;
前記光学文字認識の結果に基づいて、薬剤用量インジケータによって示される薬剤用量を、処理構成によって決定する工程と
を含む前記方法。 - 薬剤の複数回の送達が前記ビデオに記録されているかどうかを決定する工程を含む請求項1に記載の方法。
- 薬剤の複数回の送達が前記ビデオに記録されているという決定に応答して、前記ビデオでの前記薬剤用量インジケータの少なくとも第2の画像に対する光学文字認識を使用して識別された少なくとも1つの文字に基づいて、少なくとも第2の薬剤用量を決定する工程と、
前記決定された薬剤用量および前記決定された第2の薬剤用量に基づいて、ユーザによって受け取られる全体の薬剤用量を決定する工程と
を含む請求項2に記載の方法。 - 薬剤の複数回の送達が前記ビデオに記録されているという決定に応答して、前記薬剤の複数回の送達が1回またはそれ以上のプライムショットを含むかどうかを決定する工程を
含む請求項2または3に記載の方法。 - 前記画像から色情報を取得する工程と、
前記色情報に基づいて投薬予定の薬剤のタイプを識別する工程と
を含む請求項1〜4のいずれか1項に記載の方法。 - 前記薬剤送達デバイスは、投薬予定の前記薬剤の量を選択するための可動構成要素を含む注射器ペンである請求項2〜5のいずれか1項に記載の方法。
- プロセッサによって実行されたとき、プロセッサに請求項1〜6のいずれか1項に記載の方法を行わせるようにするコンピュータ可読命令を含む、電子データ収集デバイス上で実行されるコンピュータプログラム。
- 請求項7に記載のコンピュータプログラムを含む、ウェアラブル電子デバイス用のアプリケーション。
- 薬剤用量を記録するためのデータ収集装置であって:
ビデオカメラと処理構成とを含むウェアラブル電子デバイスを含み:
該処理構成は:
前記ビデオカメラを使用して、薬剤送達デバイスの薬剤用量インジケータの少なくとも1つの画像を含むビデオを捕捉し;
薬物送達デバイスとビデオカメラとの間の距離に応じて、前記画像のスケールを調節し;
薬剤送達デバイスの構成要素に表示される1つまたはそれ以上の文字の歪みに関して前記画像を調節し;
画像での前記1つまたはそれ以上の文字のうちの少なくとも1つの位置を決定し;
光学文字認識を使用して少なくとも1文字を識別し;
前記光学文字認識の結果に基づいて前記薬剤用量インジケータによって示される投薬量を決定する
ように構成される、前記データ収集装置。 - 前記ウェアラブル電子デバイスは、ユーザの頭部に装着されるように構成される請求項9に記載のデータ収集装置。
- 前記処理構成は、薬剤の複数回の送達が前記ビデオに記録されているかどうかを決定するように構成される請求項9または10に記載のデータ収集装置。
- 処理構成は、前記ビデオでの前記薬剤用量インジケータの少なくとも第2の画像に対する光学文字認識を使用して識別された少なくとも1つの文字に基づいて、少なくとも第2の薬剤用量を決定し、前記決定された薬剤用量および前記決定された第2の薬剤用量に基づいて、ユーザによって受け取られる全体の薬剤用量を決定することによって、薬剤の複数回の送達が前記ビデオに記録されているという決定に応答するように構成される請求項11に記載のデータ収集装置。
- 前記処理構成は、前記薬剤の複数回の送達が1回またはそれ以上のプライムショットを含むかどうかを決定することによって、薬剤の複数回の送達が前記ビデオに記録されているという決定に応答するように構成される請求項11または12に記載のデータ収集装置。
- 薬剤送達デバイスと、
請求項9〜13のいずれか1項に記載のデータ収集装置と
を含む薬剤送達システム。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP14189706.6 | 2014-10-21 | ||
EP14189706 | 2014-10-21 | ||
PCT/EP2015/073860 WO2016062605A1 (en) | 2014-10-21 | 2015-10-15 | Recording dose data from drug injection devices using optical character recognition (ocr) |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2020138322A Division JP7069259B2 (ja) | 2014-10-21 | 2020-08-19 | 光学文字認識を使用する薬物注射デバイスからの用量データの記録 |
Publications (2)
Publication Number | Publication Date |
---|---|
JP2017533016A JP2017533016A (ja) | 2017-11-09 |
JP6753846B2 true JP6753846B2 (ja) | 2020-09-09 |
Family
ID=51752007
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2017521495A Active JP6753846B2 (ja) | 2014-10-21 | 2015-10-15 | 光学文字認識を使用する薬物注射デバイスからの用量データの記録 |
JP2020138322A Active JP7069259B2 (ja) | 2014-10-21 | 2020-08-19 | 光学文字認識を使用する薬物注射デバイスからの用量データの記録 |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2020138322A Active JP7069259B2 (ja) | 2014-10-21 | 2020-08-19 | 光学文字認識を使用する薬物注射デバイスからの用量データの記録 |
Country Status (6)
Country | Link |
---|---|
US (2) | US10146910B2 (ja) |
EP (1) | EP3209355B1 (ja) |
JP (2) | JP6753846B2 (ja) |
CN (1) | CN107073226B (ja) |
DK (1) | DK3209355T3 (ja) |
WO (1) | WO2016062605A1 (ja) |
Families Citing this family (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20220053046A (ko) * | 2014-07-22 | 2022-04-28 | 암겐 인코포레이티드 | 의료 전달 디바이스의 활성화를 감지하기 위한 시스템 및 방법 |
WO2017087888A1 (en) | 2015-11-18 | 2017-05-26 | President And Fellows Of Harvard College | Systems and methods for monitoring, managing, and treating asthma and anaphylaxis |
US10688255B2 (en) * | 2016-04-29 | 2020-06-23 | Verily Life Sciences Llc | Air shot detection |
US10953155B2 (en) | 2016-04-29 | 2021-03-23 | Verily Life Sciences Llc | Pressure sensor in plunger head to wake up electronics |
US10518039B2 (en) | 2016-04-29 | 2019-12-31 | Verily Life Sciences Llc | Apparatus and methods for tracking administering of medication by medication injection devices |
US11123493B2 (en) | 2016-05-24 | 2021-09-21 | Sanofi-Aventis Deutschland Gmbh | Supplementary device for attachment to a drug delivery device, a number sleeve for a drug delivery device, and a drug delivery device |
CN106203413A (zh) * | 2016-06-29 | 2016-12-07 | 上海信麟信息技术有限公司 | 医疗系统数据整合系统及方法 |
WO2018108855A1 (en) * | 2016-12-13 | 2018-06-21 | Sanofi-Aventis Deutschland Gmbh | Data collection from a medicament delivery device |
US11833333B2 (en) * | 2017-07-12 | 2023-12-05 | Insuline Medical Ltd | Drug tracking device |
JP7365343B2 (ja) | 2017-12-21 | 2023-10-19 | サノフイ | 注射デバイス用のrfid用量追跡機構 |
CN111712280B (zh) | 2017-12-21 | 2022-09-13 | 赛诺菲 | 使用无源rf调制的与注射装置使用相关的数据的传输 |
CN112955968A (zh) | 2018-09-24 | 2021-06-11 | 诺和诺德股份有限公司 | 用于提高分配数据集的数据质量的系统 |
US10452918B1 (en) * | 2019-01-31 | 2019-10-22 | Nenad Milanovic | Automatically creating time entries based on a video showing a user's surroundings |
US20210280315A1 (en) * | 2020-03-05 | 2021-09-09 | Visualogyx, Inc. | Data-based general health certification for a product life cycle |
JP2023045647A (ja) * | 2021-09-22 | 2023-04-03 | キオクシア株式会社 | 半導体記憶装置 |
CN115082666B (zh) * | 2022-08-23 | 2022-11-11 | 山东聊城中泰表业有限公司 | 一种基于图像理解的手表走时精度验证方法 |
Family Cites Families (36)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH11155808A (ja) | 1997-11-27 | 1999-06-15 | Olympus Optical Co Ltd | 内視鏡撮像装置 |
JP2000228745A (ja) | 1999-02-05 | 2000-08-15 | Matsushita Electric Ind Co Ltd | 映像信号処理装置および映像信号処理方法、画像処理装置および画像処理方法、ならびに撮像装置 |
US20040069044A1 (en) * | 1999-04-29 | 2004-04-15 | Gilad Lavi | Device for measuring a volume of drug |
US20030076408A1 (en) * | 2001-10-18 | 2003-04-24 | Nokia Corporation | Method and handheld device for obtaining an image of an object by combining a plurality of images |
EP1511526A1 (en) * | 2002-05-24 | 2005-03-09 | Eli Lilly And Company | Medical syringe pump with motor driven piston |
DE602004004589T2 (de) * | 2003-05-30 | 2007-11-08 | Eli Lilly And Co., Indianapolis | Mehrkammer medikamentenverabreichungsvorrichtung |
CN100581607C (zh) * | 2004-03-30 | 2010-01-20 | 伊莱利利公司 | 具有由最终药剂的给药激活的弹簧驱动锁定零件的药物分配设备 |
US8320708B2 (en) * | 2004-04-02 | 2012-11-27 | K-Nfb Reading Technology, Inc. | Tilt adjustment for optical character recognition in portable reading machine |
EP2060289A1 (en) | 2007-11-13 | 2009-05-20 | F.Hoffmann-La Roche Ag | Administration device comprising indication unit and method for setting a dose |
US8161810B2 (en) * | 2008-01-29 | 2012-04-24 | Carefusion 303, Inc. | Syringe imaging systems |
US9089650B2 (en) * | 2008-10-01 | 2015-07-28 | Novo Nordisk A/S | Medical assembly with monitoring device |
TWI633902B (zh) * | 2010-03-22 | 2018-09-01 | 賽諾菲阿凡提斯德意志有限公司 | 用於判定與醫療裝置有關的資訊之裝置、方法、系統及電腦程式 |
CN102201051A (zh) * | 2010-03-25 | 2011-09-28 | 汉王科技股份有限公司 | 文字摘录装置、方法和系统 |
CN101997981B (zh) | 2010-11-01 | 2013-08-14 | 惠州Tcl移动通信有限公司 | 一种基于手机摄像头的宽容度实现方法及手机 |
US9327082B2 (en) * | 2010-11-29 | 2016-05-03 | Sanofi-Aventis Deutschland | Medicated module for use with auto-injector delivery device |
US8774558B2 (en) | 2010-11-29 | 2014-07-08 | Microsoft Corporation | Rectification of characters and text as transform invariant low-rank textures |
US8927235B2 (en) * | 2010-12-06 | 2015-01-06 | Novozymes A/S | Methods of hydrolyzing oligomers in hemicellulosic liquor |
JP5485469B2 (ja) * | 2011-03-08 | 2014-05-07 | 三菱電機株式会社 | 粒子線治療装置、および粒子線治療装置の照射線量設定方法 |
EP2689359B1 (en) * | 2011-03-24 | 2020-11-25 | Sanofi-Aventis Deutschland GmbH | Device and method for detecting an actuation action performable with a medical device |
US9098611B2 (en) * | 2012-11-26 | 2015-08-04 | Intouch Technologies, Inc. | Enhanced video interaction for a user interface of a telepresence network |
US20140378801A1 (en) * | 2011-09-27 | 2014-12-25 | Novo Nordisk A/S | Medical System Configured to Collect and Transfer Data |
DK2814544T3 (en) * | 2012-02-13 | 2016-10-24 | Sanofi Aventis Deutschland | Supplementary device for attachment to an injection device |
BR112014019550A8 (pt) * | 2012-02-13 | 2017-07-11 | Sanofi Aventis Deutschland | Dispositivo suplementar para ser acoplado a dispositivo de injeção manualmente operável e kit |
US10105094B2 (en) * | 2012-02-13 | 2018-10-23 | Sanofi-Aventis Deutschland Gmbh | Supplementary device for a manually operable injection device |
EP2814546B1 (en) | 2012-02-13 | 2020-06-03 | Sanofi-Aventis Deutschland GmbH | Pen-type injection device and electronic clip-on module therefor |
US8681268B2 (en) * | 2012-05-24 | 2014-03-25 | Abisee, Inc. | Vision assistive devices and user interfaces |
KR20130140301A (ko) * | 2012-06-14 | 2013-12-24 | 삼성전자주식회사 | 주사량 측정 장치 |
WO2014041788A1 (ja) * | 2012-09-11 | 2014-03-20 | テルモ株式会社 | 信号処理装置、医療装置及び信号処理方法 |
EP2708253A1 (en) * | 2012-09-14 | 2014-03-19 | Sanofi-Aventis Deutschland GmbH | Drug injection device with optical dose encoder usind 2D pixel maps |
US9179260B2 (en) * | 2012-12-03 | 2015-11-03 | Mylan Inc. | Medicament information system and method |
KR102022444B1 (ko) | 2013-02-21 | 2019-09-18 | 삼성전자주식회사 | 복수의 카메라를 구비한 휴대 단말에서 유효한 영상들을 합성하기 위한 방법 및 이를 위한 휴대 단말 |
US20160166766A1 (en) * | 2013-07-12 | 2016-06-16 | Oscillari Llc | Acoustic based drug delivery monitor |
WO2016049066A1 (en) * | 2014-09-23 | 2016-03-31 | Oscillari Llc | Vibration sensor based drug delivery monitor |
US10133948B2 (en) * | 2014-07-10 | 2018-11-20 | Sanofi-Aventis Deutschland Gmbh | Device and method for performing optical character recognition |
EP3058974A1 (en) * | 2015-02-19 | 2016-08-24 | Sanofi-Aventis Deutschland GmbH | Injection device with supplementary device |
US20170182258A1 (en) * | 2015-12-29 | 2017-06-29 | InsuLog Ltd. | Adjunct device and system for an injector for monitoring injected amounts |
-
2015
- 2015-10-15 JP JP2017521495A patent/JP6753846B2/ja active Active
- 2015-10-15 WO PCT/EP2015/073860 patent/WO2016062605A1/en active Application Filing
- 2015-10-15 CN CN201580056921.2A patent/CN107073226B/zh active Active
- 2015-10-15 DK DK15781635.6T patent/DK3209355T3/da active
- 2015-10-15 US US15/520,053 patent/US10146910B2/en active Active
- 2015-10-15 EP EP15781635.6A patent/EP3209355B1/en active Active
-
2018
- 2018-10-19 US US16/165,838 patent/US10796791B2/en active Active
-
2020
- 2020-08-19 JP JP2020138322A patent/JP7069259B2/ja active Active
Also Published As
Publication number | Publication date |
---|---|
DK3209355T3 (da) | 2020-07-06 |
CN107073226B (zh) | 2020-07-24 |
EP3209355B1 (en) | 2020-04-08 |
US20170316157A1 (en) | 2017-11-02 |
US10146910B2 (en) | 2018-12-04 |
US10796791B2 (en) | 2020-10-06 |
CN107073226A (zh) | 2017-08-18 |
WO2016062605A1 (en) | 2016-04-28 |
JP2020199277A (ja) | 2020-12-17 |
JP7069259B2 (ja) | 2022-05-17 |
JP2017533016A (ja) | 2017-11-09 |
EP3209355A1 (en) | 2017-08-30 |
US20190057764A1 (en) | 2019-02-21 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP7069259B2 (ja) | 光学文字認識を使用する薬物注射デバイスからの用量データの記録 | |
JP6756713B2 (ja) | 薬剤投薬量の決定 | |
JP6685318B2 (ja) | 薬剤投与量データ収集 | |
JP6806937B2 (ja) | 光学式文字認識(ocr)を用いて使用者が設定した用量値を記録および表示するために注射デバイスに取り付けるための補助デバイス | |
JP7042934B2 (ja) | 光学文字認識を使用した薬物注射デバイスからの用量データの記録 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20181001 |
|
A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20190717 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20190723 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20191018 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20200324 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20200617 |
|
TRDD | Decision of grant or rejection written | ||
A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20200721 |
|
A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20200820 |
|
R150 | Certificate of patent or registration of utility model |
Ref document number: 6753846 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |