Global Patent Index - EP 3773534 A4

EP 3773534 A4 20211229 - DEEP LEARNING-BASED METHODS, DEVICES, AND SYSTEMS FOR PRENATAL TESTING

Title (en)

DEEP LEARNING-BASED METHODS, DEVICES, AND SYSTEMS FOR PRENATAL TESTING

Title (de)

VERFAHREN, VORRICHTUNGEN UND SYSTEME AUF DER GRUNDLAGE VON TIEFENLERNEN FÜR PRÄNATALE TESTS

Title (fr)

PROCÉDÉS, DISPOSITIFS ET SYSTÈMES BASÉS SUR L'APPRENTISSAGE PROFOND POUR LE DÉPISTAGE ANTÉNATAL

Publication

EP 3773534 A4 20211229 (EN)

Application

EP 19777591 A 20190327

Priority

  • US 201862650879 P 20180330
  • US 2019024416 W 20190327

Abstract (en)

[origin: CN112203648A] Methods for applying machine learning algorithms to nucleic acid sequencing-based diagnostics tests for detection of copy number variation and other genomic abnormalities are described.

IPC 8 full level

A61K 31/137 (2006.01); A61K 31/277 (2006.01); A61K 31/4704 (2006.01); A61P 25/28 (2006.01); C07K 16/28 (2006.01); C12Q 1/68 (2018.01); G06N 7/00 (2006.01); G16H 50/20 (2018.01)

CPC (source: EP)

A61P 25/28 (2017.12); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 5/01 (2023.01); G16B 30/00 (2019.01); G16B 40/20 (2019.01); G16H 50/20 (2017.12)

Citation (search report)

  • [Y] WO 2017136059 A1 20170810 - VERINATA HEALTH INC [US]
  • [Y] US 2017342500 A1 20171130 - MARQUARD ANDREA MARION [DK], et al
  • [Y] WO 2015183872 A1 20151203 - SEQUENOM INC [US]
  • [Y] WO 2016019042 A1 20160204 - SEQUENOM INC [US]
  • [Y] WO 2018057888 A1 20180329 - DRIVER INC [US]
  • [X] YUCHEN YUAN ET AL: "DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations", BMC BIOINFORMATICS, BIOMED CENTRAL LTD, LONDON, UK, vol. 17, no. 17, 23 December 2016 (2016-12-23), pages 243 - 256, XP021265208, DOI: 10.1186/S12859-016-1334-9
  • [XY] CHRISTOPHER K ELLISON ET AL: "Using Targeted Sequencing of Paralogous Sequences for Noninvasive Detection of Selected Fetal Aneuploidies", CLINICAL CHEMISTRY, OXFORD UNIVERSITY PRESS, US, vol. 62, no. 12, 1 December 2016 (2016-12-01), pages 1621 - 1629, XP009195289, ISSN: 0009-9147, DOI: 10.1373/CLINCHEM.2016.260034
  • [Y] NAM-PHUONG D NGUYEN ET AL: "Ultra-large alignments using phylogeny-aware profiles", GENOME BIOLOGY, BIOMED CENTRAL LTD, vol. 16, no. 1, 16 June 2015 (2015-06-16), pages 124, XP021228089, ISSN: 1465-6906, DOI: 10.1186/S13059-015-0688-Z
  • [XY] YONGHONG PENG ED - XUE LI ET AL: "Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification", 13 August 2005, ADVANCED DATA MINING AND APPLICATIONS; [LECTURE NOTES IN COMPUTER SCIENCE;LECTURE NOTES IN ARTIFICIAL INTELLIGENCE;LNCS], SPRINGER-VERLAG, BERLIN/HEIDELBERG, PAGE(S) 564 - 574, ISBN: 978-3-540-27894-8, XP019012999
  • See references of WO 2019191319A1

Designated contracting state (EPC)

AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

DOCDB simple family (publication)

CN 112203648 A 20210108; EP 3773534 A1 20210217; EP 3773534 A4 20211229

DOCDB simple family (application)

CN 201980036539 A 20190327; EP 19777591 A 20190327