JP2010503058A - 決定論的モデルから確率論的モデルを導出する方法および装置 - Google Patents
決定論的モデルから確率論的モデルを導出する方法および装置 Download PDFInfo
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Abstract
Description
本願は同時に出願される「心臓血管機能をエミュレートする動的ベイジアン・ネットワーク(Dynamic Byasian Network for Emulating Cardiovascular Function)」という名称の米国特許出願(代理人整理番号US006844)に関係している。該出願の開示は明記によりここに参照によって組み込まれる。
Claims (8)
- 決定論的モデルから確率論的モデルを導出するシステムであって:
検証済み決定論的モデル(VDM)と;
前記VDMからデータを受領し、確率論的モデルを生成するよう動作する機械学習アルゴリズム(MLA)とを有する、
システム。 - 前記VDMがパラメータおよび変数を含み、前記MLAがさらに他のパラメータを受領する、請求項1記載のシステム。
- 前記確率論的モデルが入力変数を受領し、展開の際に出力変数を提供する、請求項1記載のシステム。
- 人における変数をエミュレートするシステムであって:
患者データを提供するよう動作する検証済み決定論的モデル(VDM)と;
前記VDMから患者データを受領し、確率論的モデルを生成するよう動作する機械学習アルゴリズム(MLA)とを有し、エミュレートする変数を提供するために前記確率論的モデルに入力変数が提供される、
システム。 - 前記VDMがパラメータおよび変数を含み、前記MLAがさらに他のパラメータを受領する、請求項4記載のシステム。
- 前記確率論的モデルに提供される前記入力変数が測定された患者データである、請求項4記載のシステム。
- 前記MLAが患者情報に基づくパラメータを受領する、請求項4記載のシステム。
- 前記患者情報が患者クラス固有のデータを含む、請求項7記載のシステム。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US82371606P | 2006-08-28 | 2006-08-28 | |
US60/823,716 | 2006-08-28 | ||
PCT/IB2007/053460 WO2008026167A2 (en) | 2006-08-28 | 2007-08-28 | Method and apparatus for deriving probabilistic models from deterministic ones |
Publications (2)
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JP2010503058A true JP2010503058A (ja) | 2010-01-28 |
JP5291625B2 JP5291625B2 (ja) | 2013-09-18 |
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JP2009526245A Active JP5291625B2 (ja) | 2006-08-28 | 2007-08-28 | 決定論的モデルから確率論的モデルを導出する方法および装置 |
Country Status (6)
Country | Link |
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US (1) | US8751416B2 (ja) |
EP (1) | EP2059894A2 (ja) |
JP (1) | JP5291625B2 (ja) |
CN (1) | CN101512567B (ja) |
RU (1) | RU2468432C2 (ja) |
WO (1) | WO2008026167A2 (ja) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2014147659A (ja) * | 2013-01-09 | 2014-08-21 | Canon Inc | 医療診断支援装置及び医療診断支援方法 |
WO2019098154A1 (ja) * | 2017-11-14 | 2019-05-23 | 学校法人慶應義塾 | 時系列データ生成装置及びプログラム |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11907300B2 (en) * | 2019-07-17 | 2024-02-20 | Schlumberger Technology Corporation | Geologic formation operations relational framework |
US20230102152A1 (en) * | 2021-09-24 | 2023-03-30 | International Business Machines Corporation | Automatic detection of changes in data set relations |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2005027013A1 (ja) * | 2003-09-12 | 2005-03-24 | Takashi Matsumoto | タンパク質の膜貫通領域の数または位置の予測装置 |
JP2006181037A (ja) * | 2004-12-27 | 2006-07-13 | Fuji Photo Film Co Ltd | 診断支援装置、診断支援方法およびそのプログラム |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
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RU2216270C1 (ru) * | 2002-03-20 | 2003-11-20 | Государственный научно-клинический центр охраны здоровья шахтеров | Способ диагностики гипертрофии правого желудочка сердца у больных хроническим обструктивным бронхитом |
CN1714371A (zh) * | 2002-11-19 | 2005-12-28 | Gni美国公司 | 根据时间序列基因表达数据的基因网络的非线性模拟 |
US7480640B1 (en) * | 2003-12-16 | 2009-01-20 | Quantum Leap Research, Inc. | Automated method and system for generating models from data |
US7698055B2 (en) * | 2004-11-16 | 2010-04-13 | Microsoft Corporation | Traffic forecasting employing modeling and analysis of probabilistic interdependencies and contextual data |
CN100587714C (zh) * | 2005-10-25 | 2010-02-03 | 二六三网络通信股份有限公司 | 一种过滤垃圾邮件的方法 |
US7406453B2 (en) * | 2005-11-04 | 2008-07-29 | Microsoft Corporation | Large-scale information collection and mining |
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2007
- 2007-08-28 EP EP07826179A patent/EP2059894A2/en not_active Ceased
- 2007-08-28 JP JP2009526245A patent/JP5291625B2/ja active Active
- 2007-08-28 US US12/439,617 patent/US8751416B2/en active Active
- 2007-08-28 WO PCT/IB2007/053460 patent/WO2008026167A2/en active Application Filing
- 2007-08-28 RU RU2009111227/08A patent/RU2468432C2/ru active
- 2007-08-28 CN CN200780031940.5A patent/CN101512567B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2005027013A1 (ja) * | 2003-09-12 | 2005-03-24 | Takashi Matsumoto | タンパク質の膜貫通領域の数または位置の予測装置 |
JP2006181037A (ja) * | 2004-12-27 | 2006-07-13 | Fuji Photo Film Co Ltd | 診断支援装置、診断支援方法およびそのプログラム |
Non-Patent Citations (1)
Title |
---|
JPN6012044920; Iwin Leenen, et al.: 'Bayesian probabilistic extensions of a deterministic classification model' Computational Statistics Volume.15, Issue.3, 200009, p.355-371 * |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2014147659A (ja) * | 2013-01-09 | 2014-08-21 | Canon Inc | 医療診断支援装置及び医療診断支援方法 |
WO2019098154A1 (ja) * | 2017-11-14 | 2019-05-23 | 学校法人慶應義塾 | 時系列データ生成装置及びプログラム |
JP2019091237A (ja) * | 2017-11-14 | 2019-06-13 | 学校法人慶應義塾 | 時系列データ生成装置及びプログラム |
JP7395169B2 (ja) | 2017-11-14 | 2023-12-11 | 慶應義塾 | 時系列データ生成装置及びプログラム |
Also Published As
Publication number | Publication date |
---|---|
US8751416B2 (en) | 2014-06-10 |
WO2008026167A2 (en) | 2008-03-06 |
RU2468432C2 (ru) | 2012-11-27 |
CN101512567A (zh) | 2009-08-19 |
CN101512567B (zh) | 2015-04-22 |
RU2009111227A (ru) | 2010-10-10 |
EP2059894A2 (en) | 2009-05-20 |
JP5291625B2 (ja) | 2013-09-18 |
WO2008026167A3 (en) | 2008-11-06 |
US20100017349A1 (en) | 2010-01-21 |
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