JP2007525289A - 歯科データマイニング - Google Patents
歯科データマイニング Download PDFInfo
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Abstract
Description
−患者は臨床医での受診間にいくつかの矯正具を使用することができる;
−特定の患者は歯の圧痕を1組しか提出できない;
−放射線問題のために、使用するCTまたはX線のスキャンの数が制限され得る;
―診療医には一般に、患者の受診毎にそれぞれの歯に関する詳細な空間的情報を報告するための時間がない。
2 データベース
3 データマイニングソフトウエア
4 結果
Claims (25)
- コンピュータ方法において、
患者の処置履歴、歯科矯正治療、歯科矯正情報及び診断の内の少なくとも1つの一覧を含むデータベースを提供する工程、及び
患者の不正咬合を歯科矯正処置に相関させる出力データストリームを生成するために前記データベースに問い合わせる工程、
を有してなることを特徴とする方法。 - 歯を位置調整するために選ばれた形状寸法を有する少なくとも1つの矯正具を生成する工程をさらに含み、前記矯正具が、歯を受け入れ、1つの配列から次の配列に歯を弾力的に位置調整するための形につくられたキャビティを有するポリマーシェルを含むことを特徴とする請求項1に記載の方法。
- 装具を含む追加の矯正具を生成する工程をさらに含み、前記装具がブラケット及びアーチワイアを有することを特徴とする請求項2に記載の方法。
- 一連の前記矯正具が前記患者の前記歯に対応する陽型にかぶせてポリマーシートを適合させることによって製作された一連のポリマーシェルを含むことを特徴とする請求項2に記載の方法。
- 一連の矯正具がデジタルモデルからステレオリソグラフィによって製作された一連のポリマーシェルを含むことを特徴とする請求項1に記載の方法。
- 前記出力データストリームが臨床拘束条件に関することを特徴とする請求項1に記載の方法。
- 前記臨床拘束条件が、歯の最大変位速度、歯にかかる最大力、及び歯の所望の終位置を含むことを特徴とする請求項6に記載の方法。
- 前記最大力が直進力または捻り力であることを特徴とする請求項7に記載の方法。
- 前記最大変位速度が直進変位速度または角変位速度であることを特徴とする請求項7に記載の方法。
- 前記臨床拘束条件が歯の最大変位速度を含むことを特徴とする請求項6に記載の方法。
- 前記臨床拘束条件が歯の最大直進変位速度を含むことを特徴とする請求項6に記載の方法。
- 前記臨床拘束条件が歯の最大回転変位速度を含むことを特徴とする請求項6に記載の方法。
- 一連の矯正具の最終矯正具が歯の位置を仕上げて維持するためのポジショナーであることを特徴とする請求項1に記載の方法。
- 前記矯正具の実効果を前記矯正具の意図した効果と比較する工程、及び
前記矯正具の前記実効果が前記矯正具の前記意図した効果とは閾値より大きく異なっていれば前記矯正具を意に満たない矯正具として識別する工程及び前記比較の結果にしたがって前記意に満たない矯正具のモデルを修正する工程、
をさらに含むことを特徴とする請求項1に記載の方法。 - 少なくとも歯の初期位置、歯の目標位置、及び歯の1つまたはそれより多くの中間位置を取り込む工程をさらに含むことを特徴とする請求項1に記載の方法。
- 歯の前記中間位置の内の1つを前記目標位置にしたがって解析する工程をさらに含むことを特徴とする請求項1に記載の方法。
- 取り込まれるデータにラベルを付すために患者事例に関係付けられた特性タグを取り込む工程をさらに含むことを特徴とする請求項1に記載の方法。
- 処置セットのデータを前記処置セットのタグに基づいて集合させる工程及び前記集合データに基づいて前記処置セットを格付けする工程をさらに含むことを特徴とする請求項17に記載の方法。
- 複数の処置セットの性能を比較する工程をさらに含むことを特徴とする請求項18に記載の方法。
- 個々の患者について処置の複雑性のリスクを計算するためにモデルを適用する工程をさらに含むことを特徴とする請求項1に記載の方法。
- 特別な取り扱いについて処置事例を識別する工程をさらに含むことを特徴とする請求項20に記載の方法。
- 臨床拘束条件を含む特別な処置パラメータについて処置事例を識別する工程をさらに含むことを特徴とする請求項20に記載の方法。
- 診療傾向によって臨床開業医をクラスタ化する工程をさらに含むことを特徴とする請求項20に記載の方法。
- 処置パラメータがそれぞれのクラスタに特有の処置採択傾向に適合されることを特徴とする請求項23に記載の方法。
- 処置の所定の段階における歯の目標位置と実位置の間の不一致を予測するために確率モデルを適用する工程をさらに含み、前記予測が計算されて処置計画に組み込まれることを特徴とする請求項1に記載の方法。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/788,635 US7987099B2 (en) | 2004-02-27 | 2004-02-27 | Dental data mining |
US10/788,635 | 2004-02-27 | ||
PCT/US2005/006028 WO2005086058A1 (en) | 2004-02-27 | 2005-02-22 | Dental data mining |
Publications (2)
Publication Number | Publication Date |
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JP2007525289A true JP2007525289A (ja) | 2007-09-06 |
JP5015765B2 JP5015765B2 (ja) | 2012-08-29 |
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JP2007500993A Active JP5015765B2 (ja) | 2004-02-27 | 2005-02-22 | 歯科データマイニング |
Country Status (8)
Country | Link |
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US (2) | US7987099B2 (ja) |
EP (1) | EP1723589B1 (ja) |
JP (1) | JP5015765B2 (ja) |
KR (1) | KR101450866B1 (ja) |
CN (1) | CN1973291B (ja) |
AU (1) | AU2005218469B2 (ja) |
CA (1) | CA2557573C (ja) |
WO (1) | WO2005086058A1 (ja) |
Cited By (16)
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JP2011500142A (ja) * | 2007-10-12 | 2011-01-06 | アライン テクノロジー, インコーポレイテッド | 補綴および歯列矯正用の装置および方法 |
JP2013255852A (ja) * | 2008-01-29 | 2013-12-26 | Align Technology Inc | 歯科用アライナーの幾何学形状を最適化するための方法およびシステム |
JP2016179244A (ja) * | 2008-11-20 | 2016-10-13 | アライン テクノロジー, インコーポレイテッド | パラメトリックなアタッチメントを含む歯列矯正システムおよび方法 |
JP2017029748A (ja) * | 2011-09-05 | 2017-02-09 | メルフェール インストルメンツ ホールディング エスアエールエル | 3d根管治療計画立案のための方法及びシステム |
CN110074878A (zh) * | 2008-01-29 | 2019-08-02 | 矫正技术公司 | 用于设计正畸矫正器的方法和*** |
US10548690B2 (en) | 2015-10-07 | 2020-02-04 | uLab Systems, Inc. | Orthodontic planning systems |
US10588723B2 (en) | 2016-09-21 | 2020-03-17 | uLab Systems, Inc. | Digital dental examination and documentation |
US10624717B2 (en) | 2015-10-07 | 2020-04-21 | Ulab Systems Inc. | Tooth modeling system |
US10631953B2 (en) | 2015-10-07 | 2020-04-28 | uLab Systems, Inc. | Three-dimensional printed dental appliances using support structures |
US10881486B2 (en) | 2015-10-07 | 2021-01-05 | uLab Systems, Inc. | Three-dimensional printed dental appliances using lattices |
US11051913B2 (en) | 2015-10-07 | 2021-07-06 | Ulab Systems Inc. | Methods for fabricating dental appliances or shells |
WO2021145544A1 (ko) * | 2020-01-16 | 2021-07-22 | 디디에이치 주식회사 | 교정적 치아배열 형상 생성 방법 및 장치 |
JP2021535493A (ja) * | 2018-09-04 | 2021-12-16 | プロマトン・ホールディング・ベー・フェー | 深層学習を使用した自動化矯正治療計画 |
US11364098B2 (en) | 2016-09-21 | 2022-06-21 | uLab Systems, Inc. | Combined orthodontic movement of teeth with airway development therapy |
US11583365B2 (en) | 2015-10-07 | 2023-02-21 | uLab Systems, Inc. | System and methods for tooth movement as a flock |
US11992383B2 (en) | 2021-06-23 | 2024-05-28 | uLab Systems, Inc. | System for force measurement upon orthodontic appliances |
Families Citing this family (181)
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US11026768B2 (en) | 1998-10-08 | 2021-06-08 | Align Technology, Inc. | Dental appliance reinforcement |
US7182738B2 (en) | 2003-04-23 | 2007-02-27 | Marctec, Llc | Patient monitoring apparatus and method for orthosis and other devices |
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KR20070027508A (ko) | 2007-03-09 |
WO2005086058A1 (en) | 2005-09-15 |
US7987099B2 (en) | 2011-07-26 |
US20080085487A1 (en) | 2008-04-10 |
CA2557573C (en) | 2012-07-17 |
EP1723589B1 (en) | 2020-03-25 |
CA2557573A1 (en) | 2005-09-15 |
EP1723589A1 (en) | 2006-11-22 |
US8099305B2 (en) | 2012-01-17 |
KR101450866B1 (ko) | 2014-10-14 |
US20050192835A1 (en) | 2005-09-01 |
JP5015765B2 (ja) | 2012-08-29 |
CN1973291B (zh) | 2010-09-01 |
CN1973291A (zh) | 2007-05-30 |
AU2005218469B2 (en) | 2011-04-07 |
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