JP2021523441A5 - - Google Patents

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JP2021523441A5
JP2021523441A5 JP2020561043A JP2020561043A JP2021523441A5 JP 2021523441 A5 JP2021523441 A5 JP 2021523441A5 JP 2020561043 A JP2020561043 A JP 2020561043A JP 2020561043 A JP2020561043 A JP 2020561043A JP 2021523441 A5 JP2021523441 A5 JP 2021523441A5
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machine learning
test
user
features
audio
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JP2021523441A (ja
JP7165207B2 (ja
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JP2020561043A 2018-05-01 2019-05-01 機械学習ベースの診断分類器 Active JP7165207B2 (ja)

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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

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JP2021523441A5 true JP2021523441A5 (https=) 2022-04-11
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US (5) US11715564B2 (https=)
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Families Citing this family (48)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL267518B2 (en) 2016-12-21 2024-04-01 Innereye Ltd System and method for iterative classification using neurophysiological signals
CA3098131A1 (en) 2018-05-01 2019-11-07 Blackthorn Therapeutics, Inc. Machine learning-based diagnostic classifier
US20190385711A1 (en) 2018-06-19 2019-12-19 Ellipsis Health, Inc. Systems and methods for mental health assessment
JP7608171B2 (ja) 2018-06-19 2025-01-06 エリプシス・ヘルス・インコーポレイテッド 精神的健康評価のためのシステム及び方法
JP2022505676A (ja) 2018-10-23 2022-01-14 ブラックソーン セラピューティクス インコーポレイテッド 患者のスクリーニング、診断、及び層別化のためのシステム及び方法
US11848079B2 (en) * 2019-02-06 2023-12-19 Aic Innovations Group, Inc. Biomarker identification
EP3931740A1 (en) * 2019-02-25 2022-01-05 Koninklijke Philips N.V. Determining a relative cognitive capability of a subject
KR102785528B1 (ko) * 2019-03-22 2025-03-21 코그노아, 인크. 개인 맞춤식 디지털 치료 방법 및 디바이스
JP2022553749A (ja) * 2019-10-25 2022-12-26 エリプシス・ヘルス・インコーポレイテッド 速度ベースのスクリーニング及び挙動の健康状態の監視のための音響及び自然言語処理モデル
US20210183481A1 (en) * 2019-12-17 2021-06-17 Mahana Therapeutics, Inc. Method and system for remotely monitoring the psychological state of an application user based on average user interaction data
US11562828B2 (en) 2019-12-26 2023-01-24 Kpn Innovations, Llc. Methods and systems for customizing treatments
US11687778B2 (en) 2020-01-06 2023-06-27 The Research Foundation For The State University Of New York Fakecatcher: detection of synthetic portrait videos using biological signals
EP4128252A4 (en) 2020-04-03 2024-05-22 Aifred Health Systems and methods for treatment selection
US11726784B2 (en) 2020-04-09 2023-08-15 Micron Technology, Inc. Patient monitoring using edge servers having deep learning accelerator and random access memory
US11887647B2 (en) * 2020-04-09 2024-01-30 Micron Technology, Inc. Deep learning accelerator and random access memory with separate memory access connections
US20240087757A1 (en) * 2020-04-30 2024-03-14 Kpn Innovations, Llc. Methods and systems for a physiologically informed virtual support network
US20220133194A1 (en) * 2020-05-24 2022-05-05 Optios, Inc. Measuring and strengthening physiological/neurophysiological states predictive of superior performance
US12073933B2 (en) 2020-05-29 2024-08-27 Mahana Therapeutics, Inc. Method and system for remotely identifying and monitoring anomalies in the physical and/or psychological state of an application user using baseline physical activity data associated with the user
US11388365B2 (en) * 2020-06-30 2022-07-12 Microsoft Technology Licensing, Llc Video profile creation system
US12468928B2 (en) * 2020-08-06 2025-11-11 Micron Technology, Inc. Real time medical image processing using deep learning accelerator with integrated random access memory
US20220157436A1 (en) * 2020-08-10 2022-05-19 Zeriscope, Inc. Method and system for distributed management of transdiagnostic behavior therapy
US20230363679A1 (en) * 2020-09-17 2023-11-16 The Penn State Research Foundation Systems and methods for assisting with stroke and other neurological condition diagnosis using multimodal deep learning
CN112185558A (zh) * 2020-09-22 2021-01-05 珠海中科先进技术研究院有限公司 基于深度学习的心理健康及康复评定方法、装置及介质
CN112231477B (zh) * 2020-10-20 2023-09-22 淮阴工学院 一种基于改进胶囊网络的文本分类方法
JP7515389B2 (ja) * 2020-12-10 2024-07-12 サントリーホールディングス株式会社 簡易質問票取得装置、簡易質問票の生産方法、およびプログラム
KR102513645B1 (ko) * 2021-01-05 2023-03-27 주식회사 제네시스랩 기계학습모델을 이용하여 우울증예비진단정보를 제공하는 방법, 시스템 및 컴퓨터-판독가능 매체
US12159647B1 (en) * 2021-01-06 2024-12-03 Cvs Pharmacy, Inc. Audio processing using artificial intelligence for early disease identification and member engagement
US20220300993A1 (en) * 2021-03-18 2022-09-22 Jio Platforms Limited System and method for conducting a survey by a survey bot
US20220310215A1 (en) * 2021-03-29 2022-09-29 Bend Health, Inc. Mental health platform
US20230053982A1 (en) 2021-08-18 2023-02-23 Advanced Neuromodulation Systems, Inc. Systems and methods for providing digital health services
KR102518690B1 (ko) * 2021-08-26 2023-04-05 한국로봇융합연구원 학습 모델 기반의 발달 장애 조기 선별을 위한 데이터를 정제하기 위한 장치 및 이를 위한 방법
US12014829B2 (en) * 2021-09-01 2024-06-18 Emed Labs, Llc Image processing and presentation techniques for enhanced proctoring sessions
US12220237B2 (en) 2021-09-23 2025-02-11 Behavidence Inc. System and method of monitoring mental health conditions
AU2022356460A1 (en) * 2021-09-28 2024-04-18 Sandeep Vohra A machine learning and artificial intelligence based tool for screening emotional & mental health for an individual or a group or masses
US20230136754A1 (en) * 2021-11-01 2023-05-04 Daniel Guillermo Asis Methods and systems of facilitating management of mental wellness
GB202116425D0 (en) * 2021-11-15 2021-12-29 Limbic Ltd User triage diagnosis method and system
CN114224288B (zh) * 2021-12-13 2023-10-31 中国人民解放军军事科学院军事医学研究院 检测癫痫脑电信号的微型胶囊神经网络训练方法及设备
KR102454737B1 (ko) * 2021-12-17 2022-10-19 주식회사 하이 심리 상태 분류 서버, 단말기, 심리 상태 분류 방법, 및 심리 상태 분류 서비스를 제공하는 방법
CN114564990B (zh) * 2022-02-28 2024-02-20 合肥工业大学 一种基于多通道反馈胶囊网络的脑电信号分类方法
CA3244787A1 (en) * 2022-03-25 2023-09-28 Nuralogix Corporation SYSTEM AND METHOD FOR CONTACTLESSLY PREDICTING VITAL SIGNS, HEALTH RISKS, CARDIOVASCULAR DISEASE RISK, AND HYDRATION STATUS FROM RAW VIDEO
US20230317246A1 (en) * 2022-04-01 2023-10-05 BeMe Health, Inc. System and method for facilitating mental health assessment and enhancing mental health via facial recognition
EP4566061A1 (en) * 2022-08-05 2025-06-11 Aifred Health Systems and methods for transforming and storing data from multiple studies
EP4619990A1 (en) * 2022-11-15 2025-09-24 Limbic Limited Diagnostic method and system
US12586360B1 (en) * 2022-12-19 2026-03-24 Whiterabbit.Ai Inc. Methods and systems for monitoring and surveillance of autonomous AI in medical imaging
CN116453176B (zh) * 2023-03-07 2025-12-12 云南大学 基于多尺度面部信息集成的抑郁症辅助诊断方法
JPWO2025037427A1 (https=) * 2023-08-17 2025-02-20
JP7620367B1 (ja) 2023-08-17 2025-01-30 株式会社I’mbesideyou 精神障害分析装置
WO2025184573A1 (en) * 2024-03-01 2025-09-04 The Regents Of The University Of Colorado, A Body Corporate Graph-based mental health condition prediction

Family Cites Families (47)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5660176A (en) * 1993-12-29 1997-08-26 First Opinion Corporation Computerized medical diagnostic and treatment advice system
AU2003204909B2 (en) 2002-06-28 2005-06-23 Pathfinder Psychological Consultancy Pty Ltd Computer-aided system and method for self-assessment and personalised mental health consultation
US8064662B2 (en) 2006-07-17 2011-11-22 Siemens Medical Solutions Usa, Inc. Sparse collaborative computer aided diagnosis
EP2245568A4 (en) 2008-02-20 2012-12-05 Univ Mcmaster EXPERIMENTAL SYSTEM FOR DETERMINING THE RESPONSE OF PATIENTS TO TREATMENT
US20090307180A1 (en) 2008-03-19 2009-12-10 Brandon Colby Genetic analysis
US11562323B2 (en) * 2009-10-01 2023-01-24 DecisionQ Corporation Application of bayesian networks to patient screening and treatment
WO2011047358A1 (en) 2009-10-15 2011-04-21 Crescendo Bioscience Biomarkers and methods for measuring and monitoring inflammatory disease activity
US20130245396A1 (en) * 2010-06-07 2013-09-19 Affectiva, Inc. Mental state analysis using wearable-camera devices
WO2013006704A1 (en) 2011-07-05 2013-01-10 Hunt Robert Don Systems and methods for clinical evaluation of psychiatric disorders
CA3141754A1 (en) 2011-10-24 2013-05-02 President And Fellows Of Harvard College Enhancing diagnosis of disorder through artificial intelligence and mobile health technologies without compromising accuracy
US20130337420A1 (en) * 2012-06-19 2013-12-19 International Business Machines Corporation Recognition and Feedback of Facial and Vocal Emotions
US10068060B2 (en) * 2012-08-16 2018-09-04 Ginger.io, Inc. Method for modeling behavior and psychotic disorders
US10102341B2 (en) 2012-08-16 2018-10-16 Ginger.io, Inc. Method for managing patient quality of life
CN103903074B (zh) * 2012-12-24 2018-10-30 华为技术有限公司 一种视频交流的信息处理方法及装置
US9579457B2 (en) 2013-03-15 2017-02-28 Flint Hills Scientific, L.L.C. Method, apparatus and system for automatic treatment of pain
HK1221053A1 (zh) 2013-05-23 2017-05-19 艾弗诺泰普有限责任公司 用於保持或改善健康的方法和系统
US9626493B2 (en) * 2013-06-08 2017-04-18 Microsoft Technology Licensing, Llc Continuous digital content protection
WO2015018517A1 (en) * 2013-08-05 2015-02-12 Mr. PD Dr. NIKOLAOS KOUTSOULERIS Adaptive pattern recognition for psychosis risk modelling
US10874340B2 (en) * 2014-07-24 2020-12-29 Sackett Solutions & Innovations, LLC Real time biometric recording, information analytics and monitoring systems for behavioral health management
JP2017532082A (ja) 2014-08-22 2017-11-02 エスアールアイ インターナショナルＳＲＩ Ｉｎｔｅｒｎａｔｉｏｎａｌ 患者の精神状態のスピーチベース評価のためのシステム
EP3229684B1 (en) 2014-12-08 2020-04-01 Rutgers, The State University of New Jersey Methods for measuring physiologically relevant motion
US10176163B2 (en) * 2014-12-19 2019-01-08 International Business Machines Corporation Diagnosing autism spectrum disorder using natural language processing
US20160210442A1 (en) 2015-01-18 2016-07-21 Discharge IQ, Inc. Method and system for determining the effectiveness of patient questions for a remote patient monitoring, communications and notification system
CN104657929A (zh) * 2015-02-25 2015-05-27 潘晓东 基于多媒体的认知心理健康状况并行测试的方法及系统
US20180182472A1 (en) 2015-06-30 2018-06-28 Kenzie L. Preston Method and system for a mobile health platform
US20170018007A1 (en) 2015-07-15 2017-01-19 Edmond Defrank Integrated mobile device management system
EP4437962A3 (en) * 2015-12-18 2025-01-01 Cognoa, Inc. Platform and system for digital personalized medicine
JP6590689B2 (ja) * 2015-12-25 2019-10-16 キヤノン株式会社 検査システム、携帯情報端末および検査方法
US20170262609A1 (en) 2016-03-08 2017-09-14 Lyra Health, Inc. Personalized adaptive risk assessment service
US20200143922A1 (en) 2016-06-03 2020-05-07 Yale University Methods and apparatus for predicting depression treatment outcomes
JP2018015327A (ja) 2016-07-28 2018-02-01 株式会社リコー 診断装置、診断方法、プログラム
CA3037877A1 (en) * 2016-09-21 2018-03-29 Trayt Inc. Platform for assessing and treating individuals by sourcing information from groups of resources
WO2018074996A1 (en) 2016-10-17 2018-04-26 Morehouse School Of Medicine Mental health assessment method and kiosk-based system for implementation
EP3539033B1 (en) * 2016-11-14 2024-10-02 Cognoa, Inc. Methods and apparatus for evaluating developmental conditions and providing control over coverage and reliability
CA3053245A1 (en) * 2017-02-09 2018-08-16 Cognoa, Inc. Platform and system for digital personalized medicine
ES2926533T3 (es) 2017-03-17 2022-10-26 Scripps Research Inst Antagonistas del receptor opioideo kappa y productos y métodos relacionados con los mismos
US20180342329A1 (en) * 2017-05-24 2018-11-29 Happie Home, Inc. Happie home system
WO2019070745A1 (en) 2017-10-02 2019-04-11 Blackthorn Therapeutics, Inc. METHODS AND SYSTEMS FOR COMPUTER-GENERATED PREDICTIVE APPLICATION OF NEURO-IMAGING MAPPING DATA AND GENE EXPRESSION
AU2018350984A1 (en) * 2017-10-17 2020-05-07 Satish Rao Machine learning based system for identifying and monitoring neurological disorders
US20190117143A1 (en) * 2017-10-23 2019-04-25 Massachusetts Institute Of Technology Methods and Apparatus for Assessing Depression
US10789456B2 (en) * 2017-12-28 2020-09-29 Adobe Inc. Facial expression recognition utilizing unsupervised learning
US10375187B1 (en) * 2018-01-23 2019-08-06 Todd Jeremy Marlin Suicide and alarming behavior alert/prevention system
US20190239791A1 (en) * 2018-02-05 2019-08-08 Panasonic Intellectual Property Management Co., Ltd. System and method to evaluate and predict mental condition
CA3098131A1 (en) 2018-05-01 2019-11-07 Blackthorn Therapeutics, Inc. Machine learning-based diagnostic classifier
US20190385711A1 (en) 2018-06-19 2019-12-19 Ellipsis Health, Inc. Systems and methods for mental health assessment
US11244762B2 (en) 2018-08-31 2022-02-08 Blackthorn Therapeutics, Inc. System and method for identifying transdiagnostic features shared across mental health disorders
WO2020047253A1 (en) 2018-08-31 2020-03-05 Blackthorn Therapeutics, Inc. Multimodal biomarkers predictive of transdiagnostic symptom severity

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