AU2022328586A1 - Discovery platform - Google Patents

Discovery platform Download PDF

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Publication number
AU2022328586A1
AU2022328586A1 AU2022328586A AU2022328586A AU2022328586A1 AU 2022328586 A1 AU2022328586 A1 AU 2022328586A1 AU 2022328586 A AU2022328586 A AU 2022328586A AU 2022328586 A AU2022328586 A AU 2022328586A AU 2022328586 A1 AU2022328586 A1 AU 2022328586A1
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AU
Australia
Prior art keywords
model
treatment
embeddings
placebo
interest
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Pending
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AU2022328586A
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English (en)
Inventor
Matthew Albert
Michael BEREKET
Francesco Paolo CASALE
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Insitro Inc
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Insitro Inc
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Publication date
Application filed by Insitro Inc filed Critical Insitro Inc
Publication of AU2022328586A1 publication Critical patent/AU2022328586A1/en
Pending legal-status Critical Current

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    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4848—Monitoring or testing the effects of treatment, e.g. of medication
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medicinal Chemistry (AREA)
  • Quality & Reliability (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Image Analysis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
AU2022328586A 2021-08-16 2022-08-16 Discovery platform Pending AU2022328586A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202163233707P 2021-08-16 2021-08-16
US63/233,707 2021-08-16
PCT/US2022/075006 WO2023023507A1 (en) 2021-08-16 2022-08-16 Discovery platform

Publications (1)

Publication Number Publication Date
AU2022328586A1 true AU2022328586A1 (en) 2024-02-29

Family

ID=83271147

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2022328586A Pending AU2022328586A1 (en) 2021-08-16 2022-08-16 Discovery platform

Country Status (8)

Country Link
US (4) US12002559B2 (https=)
EP (1) EP4388549A1 (https=)
JP (1) JP2024534035A (https=)
KR (1) KR20240068638A (https=)
AU (1) AU2022328586A1 (https=)
CA (1) CA3228785A1 (https=)
IL (1) IL310877A (https=)
WO (1) WO2023023507A1 (https=)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
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KR20240068638A (ko) 2021-08-16 2024-05-17 인시트로, 인코포레이티드 발견 플랫폼
WO2023092108A2 (en) 2021-11-19 2023-05-25 Insitro, Inc. Autonomous cell imaging and modeling system
US12354013B2 (en) * 2022-05-03 2025-07-08 Salesforce, Inc. Systems and methods for masked self-training of unsupervised image classification
CN115762796A (zh) * 2022-09-27 2023-03-07 京东方科技集团股份有限公司 目标模型的获取方法、预后评估值确定方法、装置、设备及介质
WO2024173610A1 (en) 2023-02-15 2024-08-22 Insitro, Inc. Machine-learning-enabled predictive biomarker discovery and patient stratification using standard-of-care data
CN121175758A (zh) * 2023-03-03 2025-12-19 豪夫迈·罗氏有限公司 用于生物标志物检测的系统和方法
WO2025190827A1 (en) * 2024-03-15 2025-09-18 Bayer Aktiengesellschaft Generation of a synthetic medical image
EP4618009A1 (en) * 2024-03-15 2025-09-17 Bayer Aktiengesellschaft Generation of a synthetic medical image

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WO2024173610A1 (en) 2023-02-15 2024-08-22 Insitro, Inc. Machine-learning-enabled predictive biomarker discovery and patient stratification using standard-of-care data

Also Published As

Publication number Publication date
US20240274255A1 (en) 2024-08-15
WO2023023507A1 (en) 2023-02-23
US20250259723A1 (en) 2025-08-14
IL310877A (en) 2024-04-01
US12260946B2 (en) 2025-03-25
KR20240068638A (ko) 2024-05-17
US20230360758A1 (en) 2023-11-09
US20240274254A1 (en) 2024-08-15
CA3228785A1 (en) 2023-02-23
JP2024534035A (ja) 2024-09-18
US12260945B2 (en) 2025-03-25
US12002559B2 (en) 2024-06-04
EP4388549A1 (en) 2024-06-26

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