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1. (WO2018144872) TECHNOLOGIES FOR INTRA-OPERATIVE LIGAMENT BALANCING USING MACHINE LEARNING
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Pub. No.: WO/2018/144872 International Application No.: PCT/US2018/016652
Publication Date: 09.08.2018 International Filing Date: 02.02.2018
IPC:
A61B 5/11 (2006.01) ,A61F 2/38 (2006.01) ,A61F 2/46 (2006.01) ,A61B 5/00 (2006.01)
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
103
Measuring devices for testing the shape, pattern, size or movement of the body or parts thereof, for diagnostic purposes
11
Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
F
FILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, E.G. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
2
Filters implantable into blood vessels; Prostheses, i.e. artificial substitutes or replacements for parts of the body; Appliances for connecting them with the body; Devices providing patency to, or preventing collapsing of, tubular structures of the body, e.g. stents
02
Prostheses implantable into the body
30
Joints
38
for elbows or knees
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
F
FILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, E.G. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
2
Filters implantable into blood vessels; Prostheses, i.e. artificial substitutes or replacements for parts of the body; Appliances for connecting them with the body; Devices providing patency to, or preventing collapsing of, tubular structures of the body, e.g. stents
02
Prostheses implantable into the body
30
Joints
46
Special tools for implanting artificial joints
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
Applicants:
SMITH & NEPHEW, INC. [US/US]; 1450 E. Brooks Road Memphis, TN 38116, US
Inventors:
MCKINNON, Brian, W.; US
LASTER, Scott; US
Agent:
SCHEPERS, Brad, A.; US
ALLIE, John, H.; US
COLLIER, Douglas, A.; US
COY, Gregory, B.; US
DEVORE, Christopher, A.; US
Priority Data:
62/453,73902.02.2017US
62/504,24510.05.2017US
Title (EN) TECHNOLOGIES FOR INTRA-OPERATIVE LIGAMENT BALANCING USING MACHINE LEARNING
(FR) TECHNOLOGIES D'ÉQUILIBRAGE INTRA-OPÉRATOIRE DE LIGAMENTS UTILISANT L'APPRENTISSAGE AUTOMATIQUE
Abstract:
(EN) A computing system having at least one sensor, at least one processor, and at least one memory including a plurality of instructions stored thereon that, in response to execution by the at least one processor, causes the computing system to receive one or more surgical parameters associated with a ligament balancing of a patient's joint, receive real-time sensor data generated by the at least one sensor and indicative of at least one characteristic of the patient's joint, and apply machine learning to determine a next ligament balancing step of the ligament balancing of the patient's joint based on the one or more surgical parameters and the real-time sensor data, wherein the next ligament balancing step is a step of one or more steps intended to result in a target state of the patient's joint identified by the machine learning.
(FR) L'invention concerne un système informatique comportant au moins un capteur, au moins un processeur et au moins une mémoire dans laquelle est stockée une pluralité d'instructions et qui, en réponse à l'exécution par le ou les processeurs, amène le système informatique à recevoir un ou plusieurs paramètres chirurgicaux associés à l'équilibrage des ligaments de l'articulation d'un patient, à recevoir des données de capteur en temps réel générées par le ou les capteurs et correspondant à au moins une caractéristique de l'articulation du patient et à avoir recours à l'apprentissage automatique pour déterminer une étape ultérieure d'équilibrage des ligaments du processus d'équilibrage des ligaments de l'articulation du patient sur la base du ou des paramètres chirurgicaux et des données de capteur en temps réel, l'étape ultérieure d'équilibrage des ligaments étant une étape d'une ou plusieurs étapes visant à obtenir un état cible de l'articulation du patient identifié par l'apprentissage automatique.
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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)