Nkọwa Ngwọta
Health & Life Sciences
ngwa ngwa otuAPI Base na-enyere SonoScape aka
Kwalite arụmọrụ nke S-Fetus 4.0
Onye enyemaka nyocha nke ime nwa
Ntuziaka onye ọrụ
oneAPI Base Toolkit na-enyere SonoScape aka ịkwalite arụmọrụ nke S-Fetus 4.0 Assistant Screening Obstetric
"Site na ntinye aka anyị na R&D nọọrọ onwe ya na ihe ọhụrụ nke akụrụngwa ahụike, SonoScape nwere obi ụtọ ikwuwapụta na teknụzụ AI anyị dị oke egwu, nke Intel® oneAPI architecture kwadoro, enweela ike ịghọta ikike ya ijere ụlọ ọrụ ahụike ozi gburugburu ụwa.”
Feng Naizhang
Onye isi oche, SonoScape
Nyocha banyere ime nwa bụ isi ihe na-ebelata ọnwụ nne na nwa; Otú ọ dị, usoro nyocha nke ịmụ nwa na-achọ ọkwa dị elu nke ọkachamara ahụike ma na-ewe oge ma na-arụ ọrụ. Iji lebara okwu ndị a anya, SonoScape ewepụtala usoro nyocha nyocha nwa mara mma dabere na ọgụgụ isi mmadụ (AI) na teknụzụ ndị ọzọ. Sistemu ahụ na-arụ ọrụ nke nsonaazụ nyocha site na njirimara nhazi akpaaka, nha, nhazi, na nyocha iji kwalite arụmọrụ ma belata ọrụ ndị dọkịta.¹
S-Fetus 4.0 Obstetric Screening Assistant 2 na-eji mmụta miri emi mee ka usoro ọrụ dabere na smart nke na-enye ndị dọkịta ohere ịme sonography na-enweghị mkpa iji aka ha chịkwaa akụrụngwa ma na-enyere aka nweta ezigbo oge nke ụgbọ elu ọkọlọtọ yana nha akpaka nke nwa ebu n'afọ. na index uto, ụlọ ọrụ mbụ. Ebumnuche Sonoscape bụ ime ka usoro nyocha nke ime nwa dị mfe ma mee ka ọ dịrị ndị ọrịa mfe inweta nlekọta. Iji kwalite arụmọrụ ya, SonoScape jiri Intel® oneAPI Base Toolkit maka mmepe ihe owuwu ihe na njikarịcha na nhazi data multimodal ọsọ ọsọ. Site na ikpo okwu dabere na Intel® Core ™ i7 processor, a na-abawanye arụmọrụ site na ihe dịka 20x 3 ka ọ na-arụ ọrụ ọnụ ahịa dị elu, scalability cross-architecture, na mgbanwe.
ndabere: Ngwa na ihe ịma aka nke Diagnostic Ultrasound na nyocha nwa
Nyocha ultrasound bụ usoro nke ultrasound na-eji tụọ data na morphology nke physiology nke onye ọrịa ma ọ bụ nhazi anụ ahụ iji chọpụta ọrịa na inye nduzi ahụike. 4 N'ihi nchekwa, enweghị mmekpa ahụ, arụmọrụ ọnụ ahịa, ihe bara uru, nkwughachi, na ngbanwe sara mbara, ahịa maka akụrụngwa nyocha nke ultrasound na-eto ngwa ngwa. Dabere na data sitere na Fortune Business Insights, nha nke ahịa akụrụngwa nyocha nke ultrasound zuru ụwa ọnụ bụ ijeri $ 7.26 na 2020, a na-atụkwa anya iru $ 12.93 ijeri na njedebe nke 2028, na-anọchite anya ọnụego uto kwa afọ (CAGR) nke 7.8% . 5
Ọ bụ ezie na ultrasound 2D dị mkpa maka nyocha nke ọrịa obstetric na gynecology (karịsịa na nyocha nwa ebu n'afọ nke intrauterine), usoro nyocha nke ultrasound na-adabere kpamkpam na ọkachamara nke onye na-ese ihe. Dị ka a na-achọ ọrụ ntuziaka na-ewe oge na nkà kpụ ọkụ n'ọnụ n'ime usoro ahụ dum, ultrasonography na-ebute ihe ịma aka n'ụlọ ọgwụ dị n'obere obodo na mpaghara ndị na-emepebeghị emepe nke nwere ohere ịnweta nkà na ụzụ ọgwụ.
Iji lebara okwu ndị a anya, SonoScape ewepụtala smart diagnostic ultrasound solution dabere na teknụzụ AI nke nwere ike nhazi, nchọpụta, na nkewa nke ụdị dị iche iche nke anatomical sitere na onyonyo ultrasound site na mmụta mmụta miri emi algorithms nọchitere anya convolutional neural networks (CNNs). 6 Otú ọ dị, ngwọta ultrasound nke nchọpụta ugbu a na-eche ọtụtụ ihe ịma aka ihu:
- Akụrụngwa chọrọ enyemaka onye ọrụ dị elu ma nwee oge igbu oge, dịka mgbe onye na-ahụ maka ọrụ ga-emegharịrịrị na usoro ọrụ dị iche iche mgbe ọ na-agbanwe n'etiti ụdịdị.
- Ihe achọrọ ike ịgbakọ na-arị elu ka AI algọridim na-etolite na mgbagwoju anya. Algọridim ndị a na-ejikarị ngwa ngwa mpụga, dị ka GPUs, na-abawanye ọnụ ahịa, na-eji ike karịa, ma chọọ nnwale na asambodo ọzọ. Ịga n'ihu AI njikarịcha maka arụmọrụ kacha mma yana ahụmịhe onye ọrụ aghọwo isi ihe ịma aka.
SonoScape na-eji Intel oneAPI Base Ngwa ngwa iji kwalite arụmọrụ nke ya S-Fetus 4.0 Onye enyemaka nyocha nke ime nwa
SonoScape S-Fetus 4.0 Onye enyemaka nyocha nke ime nwa
Dabere na nchịkọta ahaziri ahazi na nha nke ngalaba nyocha nke ultrasound, ndị dọkịta nwere ike iji nyocha ọmụmụ nwa chọpụta ọtụtụ ihe na-adịghị mma nke nwa ebu n'afọ. SonoScape's proprietary S-Fetus 4.0 obstetric screening Assistant bụ nkà na ụzụ nyocha afọ ime mara nke mbụ dị n'ụwa niile dabere na mmụta miri emi. Mgbe ejikọtara ya na SonoScape P60 na S60 ultrasound nyiwe, S-Fetus 4.0 nwere ike nke ezigbo oge nnabata nke ngalaba n'oge usoro sonography, akpaka nnweta nke ọkọlọtọ ngalaba, akpaka nha, na akpaaka nri nke nsonaazụ n'ime kwekọrọ ekwekọ nwa ebu n'afọ ngalaba. nke akụkọ ahụike. N'ịnya isi na ọrụ nyocha mbụ nke ịmụ nwa na ụlọ ọrụ ahụ, S-Fetus 4.0 na-akawanye mma na usoro mmekọrịta mmadụ na kọmputa site na ịnye usoro ọrụ dabere na ọnọdụ smart nke na-enye ndị dọkịta ohere ịme sonography na-enweghị mkpa iji aka jikwaa ngwa mgbagwoju anya, na-eme ka ọ dị mfe. usoro sonogram, na-emeziwanye arụmọrụ, na ibelata ọrụ nke onye na-ese ihe. Ọrụ ahụ na-enye njikwa mma n'ihu dị irè n'oge usoro ultrasound, na-eme ka mma nyocha dịkwuo mma, ma na-enye ndị ọzọ na-eduzi data ozugbo iji nyere ma ndị dọkịta na ndị ọrịa aka.
Onyonyo 1. Ngwa P60 ọkachamara nke SonoScape nwere S-Fetus 4.0.
N'iji isi algọridim, ihe owuwu mbụ, na ngwaike ihe owuwu ụzọ, S-Fetus 4.0 na-enweta ọganihu teknụzụ dị mkpa nke na-enye smart, dabere na ọnọdụ, usoro zuru oke, yana ngwọta dị mfe iji kwalite arụmọrụ na nkwụsi ike nke ndị dọkịta. Ọrụ dabere na ọnọdụ zuru oke na-ahụ na ọ dịghị mkpa ka ndị dọkịta gbanwee n'etiti akwụkwọ ntuziaka na ụdị smart site na ndabara n'oge usoro niile, na enwere ike iji mkpịsị mkpịsị aka mechaa akụkọ.
Onyonyo 2. Usoro eserese nke S-Fetus 4.0 Onye enyemaka nyocha nke ime nwa.
N'ihu njedebe nke S-Fetus 4.0 na-emepụta data multimodal dị ka ihe dị mkpa si dị, ebe nhazi nhazi na-edozi nwughari, nhazi na njikarịcha. Na-arụ ọrụ na data arụgharịrị na nke kachasị, ezigbo oge AI njirimara na nsochi modul na-enyocha ma wepụta elu ọkọlọtọ. N'ime usoro a, ọkọlọtọ ọkọlọtọ mkpebi mkpebi na izipu modul na-agbaso atụmatụ eburu ụzọ wepụta njiri mara nke ọma, wee mee nyocha ọnụọgụ wee banye na-akpaghị aka na ọrụ ndị na-esote.
N'oge mmepe, SonoScape na ndị injinia Intel rụkọrọ ọrụ ọnụ iji dozie ọtụtụ ihe ịma aka:
- Nkwalite arụmọrụ ọzọ. Ọtụtụ algọridim mmụta miri emi dị mkpa ga-arụ ọrụ n'otu n'otu iji hazie ọrụ ngwa ngwa na-eji ụdị data dị iche iche yana iji rụọ ọrụ nke ọma nke onye ọrụ bidoro n'ejighi oge. Nke a na-ebute ike mgbako dị elu na njikarịcha algọridim chọrọ maka nyiwe ultrasound.
- Ngwa mkpanaaka chọrọ. SonoScape diagnostic ultrasound system nwere S-Fetus 4.0 Obstetric Screening Assistant bụ sistemụ mkpanaka nwere oke na ike zuru oke.
oriri na nha sistemụ, na-eme ka ọ bụrụ ihe ịma aka iji GPU pụrụ iche. - Mgbasawanye ihe owuwu ihe owuwu maka ọnọdụ dị iche iche. Onye enyemaka nyocha nke S-Fetus 4.0 kwesịrị ịkwado mbugharị na mgbasawanye n'ofe ọtụtụ ụlọ iji rụọ ọrụ n'ụdị ọnọdụ dị mgbagwoju anya.
Iji dozie ihe ịma aka ndị a, SonoScape so Intel rụkọọ ọrụ iji bulie arụmọrụ AI nke onye enyemaka nyocha nwa ya site na iji Intel oneAPI Base Toolkit.
Ngwa Intel oneAPI
OneAPI bụ ụlọ ọrụ gafere, mepere emepe, ụkpụrụ mmemme ejikọtara ọnụ nke na-ewepụta ahụmịhe onye nrụpụta n'ofe ụlọ maka ịrụ ọrụ ngwa ngwa, nrụpụta karịa, yana ihe ọhụrụ dị ukwuu. Atumatu oneAPI na-akwalite mmekorita na nkọwapụta nke otu API na mmejuputa otu API dakọtara n'ofe gburugburu ebe obibi.
Emebere ihe nlereanya a iji mee ka usoro mmepe dị mfe n'ofe ọtụtụ ụlọ (dị ka CPU, GPUs, FPGAs na ndị ọzọ na-eme ngwa ngwa). Site na ọba akwụkwọ na akụrụngwa zuru oke, oneAPI na-enyere ndị mmepe aka ịmepụta koodu ngosi ngwa ngwa na nke ọma n'ofe gburugburu ebe dị iche iche.
Dịka egosiri na eserese 3, oru ngo oneAPI bu n'obi wulite na akụ bara ụba nke Inteltage nke ngwaọrụ CPU wee gbasaa na XPU. Ọ na-agụnye nchịkọta zuru oke nke ndị nchịkọta dị elu, ụlọ akwụkwọ ọbá akwụkwọ na mbubata, nyocha na ngwaọrụ nbipu. Ntinye nrụtụ aka nke Intel nke oneAPI bụ ngwa ngwa. Intel oneAPI Base Toolkit maka ndị nrụpụta koodu obodo bụ isi ihe eji arụ ọrụ dị elu maka iwulite C++, ngwa data Parallel C++ yana ngwa dabere na ọba akwụkwọ API.
Ibu ọrụ ngwa chọrọ ngwaike dị iche iche
Ọgụgụ 3. Intel oneAPI Base Toolkit
Ngwa Intel oneAPI Base Toolkit na-enyere SonoScape aka ịkwalite arụmọrụ nke onye nnyemaaka nyocha nwa ya.
Mgbe ha jikọtara Intel oneAPI Base Toolkit na sistemu ha, SonoScape kwuru ọtụtụ ụzọ maka njikarịcha.
N'ime oyi akwa ngwaike, ihe ngwọta ahụ na-eji usoro nhazi kọmpụta dabere na 11th Gen Intel® Core ™ i7 processor nke na-ebuga arụmọrụ arụ ọrụ, na-eri isi ihe ọhụrụ na eserese eserese, ma na-enye njikarịcha dabere na AI maka arụmọrụ dị mma maka ibu dị iche iche. Ejiri teknụzụ Intel® Deep Learning Boost (Intel® DL Boost), onye nrụpụta na-enye nkwado siri ike maka injin AI yana arụ ọrụ kwalitere maka ibu dị mgbagwoju anya dị ka AI na nyocha data.
Ndị na-arụ ọrụ nke 11th Gen Intel Core agbakwunyela eserese Intel® Iris® Xe, na-eme ka ibu ọrụ nwee ike itinye GPU a agbakwunyere. Ọ nwere ike ịkwado ụdị data dị iche iche bara ụba yana njiri ụkpụrụ ụlọ dị ala.
E gosipụtara usoro nhazi data nke ngwọta n'okpuru (Fig 4). Ejiri ya na cores emebere maka ijikwa ibu data kpụ ọkụ n'ọnụ, eserese Intel Iris Xe na-ahụ maka nnabata na usoro nleba anya n'ezie yana mmezu nke ogbugbu oge dị elu (a ga-ahazi ya ma ọ bụ nwee ọgụgụ isi). .
The Intel Core i7 processor na-ejikwa ọkọlọtọ elu mkpebi na izipu; ngalaba na-agbanwe agbanwe na-egosipụta mmịpụta, nyocha ọnụọgụ, na usoro ndị ọzọ; na ogbugbu nke mgbagha arụ ọrụ na ntinye AI n'oge ọdịda. Data-siri ike ma na-ahụ maka ntinye ezi uche dị na ya, njikarịcha data multimodal na nhazi modul ka emebere n'akụkụ isi ise site na ngwa ngwa otuAPI. Ka emechara njikarịcha, onye na-ahụ maka nyocha ime nwa nke SonoScape nwere ike jiri akụrụngwa CPU na iGPU niile na-agbanwe agbanwe, na-enye arụmọrụ emelitere iji gboo mkpa ọrụ yana kwalite ahụmịhe onye ọrịa.
SonoScape na Intel lekwasịrị anya na njikarịcha na nnwale arụmọrụ nke ikpo okwu ndị a:
Ọgụgụ 4. Nhazi nke SonoScape obstetric screening helping
Nkwalite arụmọrụ zuru oke site na iji Ngwa Ngwa Intel
Nkwalite #1: Nke mbụ, SonoScape jiri Intel® VTune™ Profiler iji nyochaa oke ọrụ ha. Onye profiler nwere ike ịchọpụta ngwa ngwa CPU na GPU ibu ọrụ karama ma nye ozi dị mkpa. Dị ka egosiri na foto dị n'okpuru ebe a, nhazi vector na-eji ntinye ntụziaka dị elu nke Intel eme ihe ma na-akwado nhazi data na-ejikọta ọnụ iji meziwanye arụmọrụ ngwa ngwa karịa ọrụ scalar.
Onyonyo 5. Scalar nhazi vs. Vector nhazi
SonoScape jikwa DPC++ Compiler na ngwa ngwa otuAPI chịkọta koodu ya wee mepụta ntuziaka vector maka ịrụ ọrụ emelitere, na-ebelata ọsọ nhazi nke ọrụ site na 141 ms ruo naanị 33 ms⁷.
Nkwalite #2. Ozugbo VTune Pro achọpụtala ihe mgbochi arụmọrụfiler, SonoScape jiri API sitere na Intel® Integrated Performance Primitives dochie ha
(Intel® IPP), ọba akwụkwọ sọftụwia nke ọrụ nke gụnyere ngwa ngwa maka nhazi onyonyo, nhazi akara, mkpakọ data, usoro nzuzo na ngwa ndị ọzọ. Enwere ike ịhazi Intel IPP maka CPU imeghe atụmatụ kachasị ọhụrụ nke nyiwe ihe owuwu Intel (dị ka AVX-512) iji kwalite arụmọrụ ngwa.
Maka example, ippsCrossCorrNorm_32f na ippsDotProd_32f64f ọrụ nwere ike imeziwanye arụmọrụ site n'iwepụ mgbakọ abụọ-layer loop na ịba ụba / mgbakwunye loops. Site na nkwalite dị otú ahụ, SonoScape nwere ike ịkwalite ọsọ nhazi nke ọrụ site na 33 ms ruo 13.787 ms⁷.
Nkwalite #3. N'ịbụ nke Intel mepụtara na mbụ, enwere ike iji Open Source Computer Vision Library (OpenCV) wulite nhazi onyonyo oge, ọhụụ kọmputa na mmemme njirimara, ma na-akwado ojiji nke Intel IPP maka nhazi ngwa ngwa.
Site na iji ọrụ IPP dochie ọrụ OpenCV na koodu isi mmalite, ihe ngwọta na-adaba nke ọma na ọnọdụ data buru ibu ma na-arụ ọrụ nke ọma n'ọgbọ niile nke nyiwe Intel.
Nkwalite #4. Sonoscape's S-Fetus 4.0 onye enyemaka nyocha ime nwa na-ejikwa Intel® DPC++ Ngwa ndakọrịta nke ọma ịkwaga koodu CUDA dị ugbu a na DPC++, na-ahụ n'ịhụ na ndakọrịta ihe owuwu na-ebelata oge achọrọ maka mbugharị. Dị ka egosiri na eserese 6, ngwá ọrụ ahụ na-enye ọrụ mmekọrịta dị ike iji nyere ndị mmepe aka ịkwaga koodu CUDA, gụnyere koodu kernel na oku API. Ngwá ọrụ ahụ nwere ike ịkwaga 80-90 percent⁹ nke koodu na-akpaghị aka (dabere na mgbagwoju anya) wee tinye nkọwa iji nyere ndị mmepe aka mezue usoro ntuziaka nke usoro mbugharị. N'ime ọmụmụ ihe a, ihe fọrọ nke nta ka ọ bụrụ pasent 100 nke koodu ahụ na-akwaga na-akpaghị aka n'ụzọ enwere ike ịgụ na iji ya.
Onyonyo 6. eserese ọrụ nke Intel DPC++ Compatibility Tool
Mgbe emechara njikarịcha ndị a, arụmọrụ nke SonoScape S-Fetus 4.0 na-agba ọsọ n'elu ikpo okwu dị iche iche dabere na Intel oneAPI DPC ++ mụbara site na ihe fọrọ nke nta ka ọ bụrụ 20x nke data arụmọrụ ntọala dekọrọ tupu nkwalite, dị ka egosiri na ọnụ ọgụgụ 7⁷.
Nkwalite oge nke ibu ọrụ Multimodal (ms ala ka mma)
Ọgụgụ 7. Mmelite arụmọrụ yana ngwa ngwa ọrụ Intel oneAPI Base⁷
(Baseline: Koodu tupu njikarịcha; Optimization 1: Intel oneAPI DPC++ Compiler; Optimization 2: Intel IPP eji dochie loop isi koodu;
Nkwalite 3: Intel IPP ejiri dochie ọrụ OpenCV; Nkwalite 4: CPU + iGPU ogbugbu mgbe njem CUDA gasịrị)
Nsonaazụ: Arụmọrụ dị oke mma na CrossArchitecture Scalability
Site n'iji Intel Core i7 processors nwere eserese Intel Iris Xe agbakwunyere iji nye ike mgbakọ dị n'okpuru yana ikpo okwu dị iche iche nke Intel oneAPI maka njikarịcha, onye na-ahụ maka nyocha ime nwa nke SonoScape nwere ike ịhazigharị arụmọrụ, arụmọrụ ọnụ na scalability gafee ọtụtụ nyiwe.
- Arụmọrụ. Site n'iji Intel XPUs na Intel oneAPI Toolkits, onye na-ahụ maka nyocha ime nwa nke SonoScape nwere ike ghọta ruo 20x arụ ọrụ dị mma vs. usoro na-adịghị mma, na-etinye ntọala siri ike maka nchọpụta nyocha nke obstetric ultrasound⁷.
- Nchekwa ọnụ ahịa. Site n'ime njikarịcha zuru oke na iji arụmọrụ dị ike yana ụkpụrụ ụlọ na-agbanwe agbanwe nke Intel Core i7 processor, SonoScape chọrọ naanị akụrụngwa CPU na iGPU iji nweta ebumnuche arụmọrụ ya. Ngwa ngwa ngwa ndị a dị mfe na-ebelata ihe ndị a chọrọ maka ọkụ ọkụ, nkwụsị ọkụ, na ohere. Enwere ike itinye ihe ngwọta ugbu a na ngwa nyocha ultrasound dị ntakịrị maka nhọrọ nhazi ndị ọzọ na-agbanwe agbanwe. Njikọ nke CPU na iGPU akụrụngwa na-enyekwa ogologo ndụ batrị, yana nnukwu scalability na ntụkwasị obi.
- Ụdị Scalability dị iche iche. Ihe ngwọta ahụ na-akwado mmemme ejikọtara ọnụ na ngwaike dị iche iche dị ka CPUs na iGPUs, na-eme ka mmepe mmepe nke mmemme ihe owuwu ụzọ, ma na-enyere aka ngbanwe nke ndị na-enyere aka nyocha nwa na nhazi ngwaike dị iche iche na-eme ka onye ọrụ dị mma.
ahụmahụ.
Outlook: Ngwakọta ngwa ngwa nke AI na ngwa ahụike
Smart diagnostic ultrasound bụ isi ngwa nke njikọta AI na teknụzụ ahụike na-enyere aka ibelata ibu ọrụ dọkịta yana melite ọsọ nke usoro ahụike¹⁰. Iji kwado iji AI na ngwa ahụike, Intel na ndị mmekọ dị ka SonoScape na-arụkọ ọrụ iji mee ka mmepụta ihe ọhụrụ dijitalụ dị ngwa site na ihe owuwu XPU mejupụtara CPUs, iGPUs, ngwa ngwa raara onwe ya nye, FPGA, na ngwa ngwa na ngwa ngwa ngwa dị ka usoro mmemme oneAPI dị na ya. ụlọ ọrụ ahụike.
“Ngwaọrụ Intel® oneAPI Base nyeere anyị aka ịkwalite modul isi n'ụzọ dị mma, na-achọpụta mmụba 20x⁷ na arụmọrụ yana mmepe jikọtara ọnụ na nyiwe ihe owuwu XPU. Site na teknụzụ Intel, onye na-ahụ maka nyocha ime nwa anyị enwetala ihe ịga nke ọma n'ihe gbasara arụmọrụ na scalability ma nwee ike ugbu a nye ụzọ dị mma nke nyocha obstetric smart iji nyere ụlọ ọrụ ahụike aka ịtụgharị site na ultrasound nke oge na smart ultrasound ma nyere ndị dọkịta aka.
n'ọrụ ziri ezi na nke ọma iji meziwanye nsonaazụ ndị ọrịa."
Zhou Guoyi
Isi nke SonoScape Medical Innovation Research Center
Banyere SonoScape
Tọrọ ntọala na 2002 na Shenzhen, China, SonoScape etinyela onwe ya na "Ịlekọta Ndụ site na Innovation" site n'inye ultrasound na endoscopy ngwọta. Site na nkwado enweghị nkebi, SonoScape na-enye ahịa na ọrụ zuru ụwa ọnụ karịa mba 130, na-erite uru n'ụlọ ọgwụ mpaghara na ndị dọkịta nwere ihe akaebe nyocha ihe onyonyo zuru oke na nkwado teknụzụ. N'itinye pasentị 20 nke mkpokọta ego ha nwetara n'ime R&D kwa afọ, SonoScape anọgidewo na-ewebata ngwaahịa ọgwụ na teknụzụ ọhụrụ n'ahịa kwa afọ. Ọ gbasaa ugbu a gaa na R&D asaa na Shenzhen, Shanghai, Harbin, Wuhan, Tokyo, Seattle, na Silicon Valley. Maka ozi ndị ọzọ, biko gaa na onye ọrụ anyị websaịtị www.sonoscape.com.
Banyere Intel
Intel (Nasdaq: INTC) bụ onye ndu ụlọ ọrụ, na-emepụta teknụzụ na-agbanwe ụwa nke na-enyere aka ọganihu zuru ụwa ọnụ ma mee ka ndụ baa ọgaranya. Iwu Moore sitere n'ike mmụọ nsọ, anyị na-aga n'ihu na-arụ ọrụ iji kwalite imewe na nrụpụta nke semiconductor iji nyere aka dozie nnukwu nsogbu ndị ahịa anyị. Site n'itinye ọgụgụ isi na igwe ojii, netwọkụ, ọnụ, na ụdị ngwaọrụ kọmputa ọ bụla, anyị na-ewepụta ikike data iji gbanwee azụmahịa na ọha mmadụ ka mma. Iji mụtakwuo maka ihe ọhụrụ nke Intel, gaa na newsroom.intel.com na intel.com.
Ọ bụ:
- Mmụba arụmọrụ nke 50% dabere na data nyocha mgbe nyochachara ụlọ ọgwụ sitere na ndị dọkịta 18 nke etiti & ahụmịhe dị elu na ụlọ ọgwụ 5 ka ọnwa 1 gachara.
Mbelata ụgwọ ọrụ nke 70% dabere na nyocha nke usoro dị mkpa iji mechaa nyocha ahụike site na iji usoro ọrụ ọkọlọtọ vs. S-Fetus. - Maka ozi ndị ọzọ gbasara S-Fetus 4.0 Onye enyemaka nyocha nke ime, biko gaa na https://www.sonoscape.com/html/2020/exceed_0715/113.html
- Nsonaazụ ule nke SonoScape nyere. Nhazi ule: Intel® Core™ i7-1185GRE processor @ 2.80GHz, Intel Iris® Xe eserese @ 1.35 GHz, 96EU, Ubuntu 20.04, Intel® oneAPI DPC++/C++ Compiler, Intel® DPC++ Ngwa ndakọrịta, Intel® oneAPI DPC+ Library, Intel® oneAPI DPC++ Library ® Integrated Performance Primitives, Intel® VTune™ Profiler
- Wells, PNT, "Ụkpụrụ anụ ahụ nke nchọpụta nyocha nke Ultrasonic." Medical and Biological Engineering 8, Nke 2 (1970): 219-219.
- https://www.fortunebusinessinsights.com/industry-reports/ultrasound-equipment-market-100515
- Shengfeng Liu, et al., “Mmụta miri emi na nyocha nke Ultrasound Medical: A Review" Injinia 5, Nke 2 (2019): 261-275
- Nsonaazụ ule nke SonoScape nyere. Hụ ndabere maka nhazi nnwale.
- https://en.wikipedia.org/wiki/OpenCV
- https://www.intel.com/content/www/us/en/developer/articles/technical/heterogeneous-programming-using-oneapi.html
- Luo, Dandan, et al., "Ụdị nyocha nyocha nke Prenatal Ultrasound: Usoro otu mmetụ na nke abụọ na nke atọ." Ultrasound Med Biol. 47, Nke 8 (2021): 2258–2265 .
https://www.researchgate.net/publication/351951854_A_Prenatal_Ultrasound_Scanning_Approach_One-Touch_Technique_in_Second_and_Third_Trimesters
Ndabere
Nnwale nke SonoScape dị ka nke Sep 3, 2021. Nhazi nnwale: Intel® Core™ i7-1185GRE processor @ 2.80GHz, yana ma ọ bụ na-enweghị Intel Iris® Xe graphics @ 1.35 GHz, 96EU, Ubuntu 20.04, Intel® oneAPI
DPC++/C++ Compiler, Intel® DPC++ Ngwa ndakọrịta, Intel® oneAPI DPC++ Library, Intel® Integrated Performance Primitives, Intel® VTune™ Profiler
Ọkwa na Nkwusa
Arụmọrụ dịgasị iche site na iji, nhazi, na ihe ndị ọzọ. Mụtakwuo na www.Intel.com/PerformanceIndex
Nsonaazụ arụmọrụ dabere na nnwale dị ka ụbọchị egosiri na nhazi yana nwere ike ọ gaghị egosipụta mmelite niile dị n'ihu ọha. Hụ ndabere maka nkọwa nhazi. Ọ nweghị ngwaahịa ma ọ bụ akụrụngwa nwere ike nwee nchekwa kpamkpam.
Ọnụ ego gị na nsonaazụ gị nwere ike ịdị iche.
Teknụzụ Intel nwere ike ịchọ ngwa ngwa, ngwanrọ, ma ọ bụ ịgbalite ọrụ.
Intel na-ewepụ akwụkwọ ikike niile egosipụtara na nke egosipụtara, gụnyere enweghị oke, akwụkwọ ikike ịzụ ahịa, ahụike maka otu ebumnuche, yana enweghị mmebi, yana akwụkwọ ikike ọ bụla sitere na arụmọrụ, usoro azụmahịa, ma ọ bụ ojiji na ahia.
Intel anaghị ejikwa ma ọ bụ nyochaa data ndị ọzọ. Ịkwesịrị ịgakwuru ebe ndị ọzọ iji nyochaa izi ezi.
© Ụlọ ọrụ Intel. Intel, akara Intel, na akara Intel ndị ọzọ bụ ụghalaahịa nke Intel Corporation ma ọ bụ ndị enyemaka ya. Enwere ike ịzọrọ aha na akara ndị ọzọ dị ka ihe onwunwe nke ndị ọzọ.
0422/EOH/MESH/PDF 350912-001US
Akwụkwọ / akụrụngwa
 |
intel oneAPI Base Toolkit na-enyere SonoScape aka ịkwalite arụmọrụ nke S-Fetus 4.0 onye enyemaka nyocha ime nwa. [pdf] Ntuziaka onye ọrụ oneAPI Base Toolkit na-enyere SonoScape aka ịkwalite arụmọrụ nke onye enyemaka nyocha nke S-Fetus 4.0, S-Fetus 4.0 Onye enyemaka nyocha ime nwa, onye enyemaka nyocha nwa, onye enyemaka nyocha, onye enyemaka. |
