JP2024537793A - 負のポーズデータ及びモデルコンディショニングを使用した化合物とポリマーとの間の相互作用の特徴付け - Google Patents

負のポーズデータ及びモデルコンディショニングを使用した化合物とポリマーとの間の相互作用の特徴付け Download PDF

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JP2024537793A
JP2024537793A JP2024519522A JP2024519522A JP2024537793A JP 2024537793 A JP2024537793 A JP 2024537793A JP 2024519522 A JP2024519522 A JP 2024519522A JP 2024519522 A JP2024519522 A JP 2024519522A JP 2024537793 A JP2024537793 A JP 2024537793A
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training
model
compound
score
target polymer
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グニエウェク,パーヴェル
ウォーリー,ブラッド
アンダーソン,ブランドン
スタッフォード,ケイト
ミシンガー,マイケル
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アトムワイズ,インコーポレイテッド
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
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    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/50Molecular design, e.g. of drugs
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/10Analysis or design of chemical reactions, syntheses or processes
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
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    • G16B15/00ICT specially adapted for analysing two-dimensional [2D] or three-dimensional [3D] molecular structures, e.g. structural or functional relations or structure alignment
    • G16B15/30Drug targeting using structural data; Docking or binding prediction
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20Supervised data analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70Machine learning, data mining or chemometrics

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JP2024519522A 2021-10-01 2022-09-29 負のポーズデータ及びモデルコンディショニングを使用した化合物とポリマーとの間の相互作用の特徴付け Pending JP2024537793A (ja)

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US202163251142P 2021-10-01 2021-10-01
US63/251,142 2021-10-01
PCT/US2022/045250 WO2023055949A1 (en) 2021-10-01 2022-09-29 Characterization of interactions between compounds and polymers using negative pose data and model conditioning

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JP2024537793A true JP2024537793A (ja) 2024-10-16
JP2024537793A5 JP2024537793A5 (https=) 2025-10-03

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US (1) US20240395364A1 (https=)
EP (1) EP4409579A1 (https=)
JP (1) JP2024537793A (https=)
WO (1) WO2023055949A1 (https=)

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CN119343678A (zh) * 2022-04-29 2025-01-21 艾腾怀斯股份有限公司 使用姿态系综的化合物与聚合物之间相互作用的表征
CN119920302A (zh) * 2024-12-17 2025-05-02 哈尔滨工业大学 一种利用邻域信息和加权融合网络的药物重定位方法
CN120196962B (zh) * 2025-05-22 2025-07-25 武汉理工大学三亚科教创新园 一种中草药-基因关联关系预测方法、系统及存储介质

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US9373059B1 (en) 2014-05-05 2016-06-21 Atomwise Inc. Systems and methods for applying a convolutional network to spatial data
EP3356999B1 (en) * 2015-10-04 2019-11-27 Atomwise Inc. System for applying a convolutional network to spatial data
US10546237B2 (en) 2017-03-30 2020-01-28 Atomwise Inc. Systems and methods for correcting error in a first classifier by evaluating classifier output in parallel

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WO2023055949A1 (en) 2023-04-06
EP4409579A1 (en) 2024-08-07
US20240395364A1 (en) 2024-11-28

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