AI a cikin Hasashen Rauni na 'Yan wasa
AI tana nazarin nauyin horo, motsi, da bayanan biometric don kimanta haɗarin raunin ɗan wasa kafin ya faru.
Dubawa
It matters because it can keep players healthier and on the field, but predicting rare, complex injuries reliably remains hard.
Zurfafa nutsewa
Tsarin tsinkayar raunin rauni yana haɗa rafukan bayanai da yawa: GPS da 'loading' mai sauri' daga wearables, canjin yanayin zuciya da bacci, tarihin raunin da ya gabata, da ingancin motsi daga bidiyo ko faranti mai ƙarfi. Samfuran suna neman tsarin haɗari kamar ƙawancen kwatsam a cikin nauyin aiki dangane da ginshiƙin ɗan wasa na baya-bayan nan, asymmetries tsakanin ƙafafu na hagu da dama, ko raguwar alamun dawowa. Manufar ba ƙwallo ba ce amma alamar haɗari wanda ke sa ma'aikata su daidaita horo, hutawa dan wasa, ko ƙara haɓakawa. Ƙwallon ƙafa, ƙwallon kwando, da shirye-shiryen gudu masu daraja suna amfani da waɗannan kayan aikin don sarrafa matsalolin hamstring, hawaye ACL, da kuma raunin da ya faru. Gaskiya mai wuyar gaske ita ce raunin da ya faru da yawa da ɗan bazuwar, don haka ko da kyawawan samfura suna ba da yuwuwar, ba tabbas ba, kuma dole ne a haɗa su tare da hukuncin ɗan adam.
Fahimtar Fasaha
Siffofin sau da yawa sun haɗa da ma'aunin nauyi-zuwa na yau da kullun (nauyi na baya-bayan nan da aka raba ta matsakaicin lokaci mai tsawo), asymmetry na motsi daga ƙididdigewa ko faranti mai ƙarfi, da siginonin dawowa kamar HRV da barci. Masu rarrabawa ko ƙirar tsira suna fitar da haɗari akan taga. Maɓalli mai mahimmanci shine rashin daidaituwa a aji: munanan raunuka ba safai ba ne, don haka ƙirar butulci na iya yin kamanni daidai yayin da bacewar su, suna buƙatar ingantaccen inganci da ƙima.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Hasashen Rauni na 'yan wasa
Yi tsammanin ƙwaƙƙwaran sawa mai ɗorewa, lissafin kan-jiki, da hangen nesa na kwamfuta wanda ke nuna motsi ta atomatik yayin wasa na yau da kullun. Keɓaɓɓen tushen tushe da haɗin gwiwar ilmantarwa a cikin kulake na iya haɓaka hasashen raunin da ba kasafai ba ba tare da raba ɗanyen bayanan ɗan wasa ba. Manyan ƙalubalen sune tabbatarwa, keɓantawa, da gujewa rashin amfani a cikin kwangila ko yanke shawara na lokacin wasa. Yi tsammanin tsinkaya don haɗawa tare da jagorar rubutawa wanda ke nuna takamaiman kaya ko daidaitawa.
Aiwatar da Gaskiyar Duniya
Tutar GPS mai sawa a lokacin da aikin mako-mako na ɗan wasa ya ƙaru sama da matsakaicin su na baya-bayan nan, yana haifar da zama mai sauƙi.
Faranti mai ƙarfi da bidiyon ƙimantawa suna bayyana asymmetries na ƙafar hagu-dama waɗanda ke haɓaka haɗarin ACL ko hamstring.
Rage yawan canjin zuciya da yanayin barci mara kyau yana haifar da ƙarin kwanakin farfadowa ga ƴan wasa da suka gaji.
Koma-wasa-wasa model na taimaka wa ma'aikata su yanke shawara lokacin da motsin ɗan wasa da nauyinsa ya daidaita don yin gasa.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Hasashen Tsarin Tsarin Protein
Tambayoyin da ake yawan yi
What is AI in Athlete Injury Prediction?
AI tana nazarin nauyin horo, motsi, da bayanan biometric don kimanta haɗarin raunin ɗan wasa kafin ya faru. Yana da mahimmanci saboda yana iya sa 'yan wasa su fi koshin lafiya kuma a filin wasa, amma yin hasashen raunin da ba kasafai ba, masu rikitarwa ya kasance da wahala.
Menene ma'aunin nauyi-zuwa-nauyi ya kwatanta?
Wannan rabo ya kwatanta aikin kwanan nan (m) akan madaidaicin lokaci mai tsawo (na yau da kullun); kaifi mai kaifi na iya sigina haɗarin rauni.
Me yasa tsinkayar munanan raunuka ke da wuya a kididdigar?
Saboda munanan raunukan abubuwa ne da ba kasafai suke faruwa ba, ƙila za su iya bayyana daidai yayin da har yanzu ba a rasa su, suna buƙatar tabbatarwa a hankali.
Wanne tushen bayanai ya fi auna nauyin motsin ɗan wasa kai tsaye yayin wasa?
GPS mai sawa da na'urori masu accelerometer suna ƙididdige nisa, hanzari, da tasirin da ke tattare da horo da nauyin nauyi.
Menene samfurin tsinkayar rauni yakan fitar?
Waɗannan tsarin suna ba da yiwuwar haɗari a cikin taga lokaci, ba tabbas ba, don jagorantar yanke shawara na ma'aikata.
Wanne yanayin yanayin halitta ne akafi amfani dashi azaman siginar dawowa?
Faɗuwar canjin yanayin zuciya da rashin bacci na iya nuna rashin isassun murmurewa da haɓakar haɗari.