GB2598879A - Deep learning approach to computing spans - Google Patents

Deep learning approach to computing spans Download PDF

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Publication number
GB2598879A
GB2598879A GB2200551.6A GB202200551A GB2598879A GB 2598879 A GB2598879 A GB 2598879A GB 202200551 A GB202200551 A GB 202200551A GB 2598879 A GB2598879 A GB 2598879A
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highlighted
training
text
computing processor
new
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GB2200551.6A
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English (en)
Inventor
Cason Joshua
Mwarabu Chris
Hay Rogers Thomas
Allen Corville
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International Business Machines Corp
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International Business Machines Corp
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Publication of GB2598879A publication Critical patent/GB2598879A/en
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/041—Abduction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • 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
    • 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
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/20—ICT specially adapted for the handling or processing of medical references relating to practices or guidelines
    • 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
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biomedical Technology (AREA)
  • Public Health (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
GB2200551.6A 2019-06-27 2020-06-05 Deep learning approach to computing spans Withdrawn GB2598879A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/454,311 US11379660B2 (en) 2019-06-27 2019-06-27 Deep learning approach to computing spans
PCT/IB2020/055332 WO2020261002A1 (en) 2019-06-27 2020-06-05 Deep learning approach to computing spans

Publications (1)

Publication Number Publication Date
GB2598879A true GB2598879A (en) 2022-03-16

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
GB2200551.6A Withdrawn GB2598879A (en) 2019-06-27 2020-06-05 Deep learning approach to computing spans

Country Status (6)

Country Link
US (1) US11379660B2 (https=)
JP (1) JP7549417B2 (https=)
CN (1) CN113892150A (https=)
DE (1) DE112020002129T5 (https=)
GB (1) GB2598879A (https=)
WO (1) WO2020261002A1 (https=)

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US12032906B2 (en) 2020-11-30 2024-07-09 Beijing Baidu Netcom Science And Technology Co., Ltd. Method, apparatus and device for quality control and storage medium

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US11379660B2 (en) * 2019-06-27 2022-07-05 International Business Machines Corporation Deep learning approach to computing spans
CN111259112B (zh) * 2020-01-14 2023-07-04 北京百度网讯科技有限公司 医疗事实的验证方法和装置
US11520972B2 (en) * 2020-08-04 2022-12-06 International Business Machines Corporation Future potential natural language processing annotations
US11755822B2 (en) 2020-08-04 2023-09-12 International Business Machines Corporation Promised natural language processing annotations
WO2023278980A1 (en) * 2021-06-28 2023-01-05 ACADEMIC MERIT LLC d/b/a FINETUNE LEARNING Interface to natural language generator for generation of knowledge assessment items
US11977836B1 (en) * 2021-11-26 2024-05-07 Amazon Technologies, Inc. Global explanations of machine learning model predictions for input containing text attributes
US20240220488A1 (en) * 2022-12-30 2024-07-04 International Business Machines Corporation Optimizing structured query language queries using candidate sets
JP7454090B1 (ja) 2023-07-12 2024-03-21 医療法人社団梅華会 医療の支援装置

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Also Published As

Publication number Publication date
JP7549417B2 (ja) 2024-09-11
JP2022537759A (ja) 2022-08-29
CN113892150A (zh) 2022-01-04
US11379660B2 (en) 2022-07-05
WO2020261002A1 (en) 2020-12-30
DE112020002129T5 (de) 2022-05-05
US20200410050A1 (en) 2020-12-31

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