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1. (WO2018220052) AN APPARATUS AND METHOD
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Pub. No.: WO/2018/220052 International Application No.: PCT/EP2018/064256
Publication Date: 06.12.2018 International Filing Date: 30.05.2018
IPC:
A61B 5/00 (2006.01) ,A61B 5/024 (2006.01) ,A61B 5/145 (2006.01) ,A61B 5/021 (2006.01) ,G06N 3/04 (2006.01) ,G16H 50/50 (2018.01)
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
02
Measuring pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography; Heart catheters for measuring blood pressure
024
Measuring pulse rate or heart rate
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
145
Measuring characteristics of blood in vivo, e.g. gas concentration, pH-value
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
02
Measuring pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography; Heart catheters for measuring blood pressure
021
Measuring pressure in heart or blood vessels
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
04
Architecture, e.g. interconnection topology
[IPC code unknown for G16H 50/50]
Applicants:
WOOD, Richard John [GB/GB]; GB
WOOD, Dominic [GB/GB]; GB
BIBBINGS, Katherine [GB/GB]; GB
BENNETT, Alexander [GB/GB]; GB
BIOEPIC LTD [GB/GB]; 4 The Warehouse Gwynne Street Hereford Hereford and Worcester HR4 9DP, GB
Inventors:
WOOD, Richard John; GB
WOOD, Dominic; GB
BIBBINGS, Katherine; GB
BENNETT, Alexander; GB
Agent:
GRAHAM, Emma; GB
ADDISS, John; GB
ANDREWS, Robert; GB
BAILEY, Sam; GB
BREARLEY, Sarah; GB
BURNS, Alexander; GB
CARLISLE, Julie; GB
CASLEY, Christopher; GB
CLEGG, Richard; GB
CRIPPS, Joanna; GB
DALE, Elizabeth; GB
DENISON, Christopher; GB
DUNNE, Paul; GB
FORREST, Graham; GB
FURNIVAL, Tom; GB
GILL, Stephen; GB
GREEN, Katherine; GB
GREGORY, Adam; GB
HARRISON, Susan; GB
HAYES, Emily; GB
HODSDON, Stephen; GB
JOHNSON, Richard; GB
JONES, Rachel; GB
KEIRSTEAD, Tanis; GB
KIDDLE, Simon; GB
KREMER, Simon; GB
LEACH, James; GB
LENTHALL, Joseph; GB
LYONS, June; GB
MACIVER, Eleanor; GB
MCGUINN, Callum; GB
MOELLER, Christoph; GB
MOORE, Graeme; GB
NAYLOR, Matthew; GB
OXLEY, Rachel; GB
PARRY, Simon; GB
SALISBURY, Frances; GB
SMITH, Matthew; GB
STONER, Patrick; GB
SUTCLIFFE, Nicholas; GB
THORNTON, Dan; GB
TOLLERVEY, Rebecca; GB
WALTON, Seán; GB
WARD, Eliot; GB
WATSON, Robert; GB
WEBSTER, Jeremy; GB
WESCOTT, Rhiannon; GB
WILLS, Jonathan; GB
WYTENBURG, Wilhelmus; GB
Priority Data:
1708591.130.05.2017GB
1802976.923.02.2018GB
Title (EN) AN APPARATUS AND METHOD
(FR) APPAREIL ET PROCÉDÉ
Abstract:
(EN) There is disclosed an apparatus and a method for calculating a biomarker value. The apparatus includes an analysis module configured to obtain a heartbeat trace of a subject; determine at least one parameter describing the heartbeat trace, and; calculate at least one output biomarker value using at least one Artificial Neural Network ("ANN"). An input of the ANN includes the at least one parameter. An output of the ANN includes the at least one output biomarker value.
(FR) La présente invention concerne un appareil et un procédé de calcul d’une valeur de biomarqueur. L’appareil comprend un module d’analyse configuré pour obtenir un tracé du rythme cardiaque d’un sujet ; pour déterminer au moins un paramètre décrivant le tracé du rythme cardiaque ; et pour calculer au moins une valeur de biomarqueur de sortie à l'aide au moins d'un réseau neuronal artificiel (ANN). Une entrée de l’ANN comprend ledit paramètre. Une sortie de l’ANN comprend ladite valeur de biomarqueur de sortie.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)