CA3098131A1 - Machine learning-based diagnostic classifier - Google Patents

Machine learning-based diagnostic classifier Download PDF

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Publication number
CA3098131A1
CA3098131A1 CA3098131A CA3098131A CA3098131A1 CA 3098131 A1 CA3098131 A1 CA 3098131A1 CA 3098131 A CA3098131 A CA 3098131A CA 3098131 A CA3098131 A CA 3098131A CA 3098131 A1 CA3098131 A1 CA 3098131A1
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CA
Canada
Prior art keywords
machine learning
mental health
test
features
data
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.)
Pending
Application number
CA3098131A
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English (en)
French (fr)
Inventor
Monika Sharma MELLEM
Yuelu LIU
Parvez Ahammad
Humberto Andres GONZALEZ CABEZAS
William J. Martin
Pablo Christian GERSBERG
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.)
Neumora Therapeutics Inc
Original Assignee
Blackthorn Therapeutics Inc
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 Blackthorn Therapeutics Inc filed Critical Blackthorn Therapeutics Inc
Publication of CA3098131A1 publication Critical patent/CA3098131A1/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
    • G16H50/70—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
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/20—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Image Analysis (AREA)
CA3098131A 2018-05-01 2019-05-01 Machine learning-based diagnostic classifier Pending CA3098131A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862665243P 2018-05-01 2018-05-01
US62/665,243 2018-05-01
PCT/US2019/030149 WO2019213221A1 (en) 2018-05-01 2019-05-01 Machine learning-based diagnostic classifier

Publications (1)

Publication Number Publication Date
CA3098131A1 true CA3098131A1 (en) 2019-11-07

Family

ID=68385492

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3098131A Pending CA3098131A1 (en) 2018-05-01 2019-05-01 Machine learning-based diagnostic classifier

Country Status (5)

Country Link
US (5) US11715564B2 (https=)
EP (1) EP3787481B1 (https=)
JP (2) JP7165207B2 (https=)
CA (1) CA3098131A1 (https=)
WO (1) WO2019213221A1 (https=)

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Also Published As

Publication number Publication date
US11139083B2 (en) 2021-10-05
WO2019213221A1 (en) 2019-11-07
US12002590B2 (en) 2024-06-04
US11676732B2 (en) 2023-06-13
US20210398685A1 (en) 2021-12-23
JP2021523441A (ja) 2021-09-02
EP3787481A1 (en) 2021-03-10
JP7165207B2 (ja) 2022-11-02
US20190355474A1 (en) 2019-11-21
EP3787481A4 (en) 2022-01-12
US20230343463A1 (en) 2023-10-26
JP2022188295A (ja) 2022-12-20
US11715564B2 (en) 2023-08-01
EP3787481B1 (en) 2023-08-23
US20230343461A1 (en) 2023-10-26
US20190341152A1 (en) 2019-11-07

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