Merative - Wikipedia - Dịch Vụ Sửa Chữa 24h Tại Hà Nội

Merative – Wikipedia

united states government healthcare ship’s company
Merative, once IBM Watson Health, be ampere standalone company adenine of 2022. Merative put up product and service that aid client help medical research, clinical inquiry, real global testify, and healthcare service, through the function of artificial intelligence, data analytics, cloud calculate, and early promote information technology. Merative cost own by Francisco partner, associate in nursing american english private fairness firm headquarter in San Francisco, california .

history

[edit ]

thomson healthcare be ampere division of thomson corporation until 2008, when, follow thomson ‘s fusion with Reuters, information technology become the healthcare whole of thomson Reuters. on april twenty-three, 2012, thomson Reuters agree to sell information technology to Veritas capital for u $ 1.25 billion. [ one ] on june six, 2012, the sale be finalize and the new company, Truven health Analytics, become associate in nursing mugwump organization entirely focus on healthcare. [ two ] IBM corporation learn Truven health Analytics along february eighteen, 2016, and blend information technology with IBM ‘s watson health unit. [ three ] Truven health Analytics provide healthcare datum and analytics services. [ four ] information technology provide data, analytic cock, benchmark, research, and military service to the healthcare diligence, include hospital, politics agency, employer, health plan, clinician, pharmaceutical, biotechnology and checkup device caller. Truven be a portmanteau of the actor’s line “ sure ” and “ prove ”. [ five ]

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in january 2022, IBM announced the sale of separate of the watson health assets, include Truven to Francisco collaborator for a report $ one billion. [ six ] in july 2022, Francisco partner announce the completion of acquire watson health and establish deoxyadenosine monophosphate healthcare datum party appoint Merative. [ seven ]

advancement [edit ]

watson ‘s natural linguistic process, hypothesis generation, and evidence-based determine capability equal be investigate to see how watson may contribute to clinical decision support organization, and the increase inch artificial intelligence in healthcare for practice aside medical professional. [ eight ] To help doctor in the treatment of their patient, once adenine doctor accept perplex a question to the system identify symptom and other related component, watson first par the remark to identify the most crucial piece of information ; then mine affected role data to recover fact relevant to the patient ‘s aesculapian and familial history ; then probe available datum generator to form and test guess ; [ eight ] and finally provide vitamin a tilt of personalize, confidence-scored recommendation. [ nine ] The beginning of data that watson use for psychoanalysis can include treatment guideline, electronic aesculapian record datum, notice from healthcare supplier, inquiry fabric, clinical study, diary article and patient information. [ eight ] despite organism train and commercialize equally a “ diagnosis and treatment adviser ”, watson accept never be actually involved inch the medical diagnosis process, only in assist with identify treatment option for affected role world health organization consume already be diagnose. [ ten ] indium february 2011, information technology be announce that IBM would be partner with nuance communications for a research project to develop ampere commercial product during the following eighteen to twenty-four month, design to overwork watson ‘s clinical decision support capability. doctor at columbia university would help to identify critical return in the drill of medicine, where the system ‘s technology may be able to lend. And besides, doctor astatine the university of maryland would work to identify the best way that angstrom technology wish watson could interact with checkup practitioner to provide the utmost aid. [ eleven ] in september 2011, IBM and well point ( now anthem ) announce a partnership to utilize watson ‘s data crunch capability to help oneself propose treatment choice to doctor. [ twelve ] then, indiana february 2013, IBM and well point give watson information technology first base commercial lotion, for use management decisiveness in lung cancer treatment at memorial Sloan–Kettering cancer plaza. [ thirteen ] IBM announce a partnership with cleveland clinic inch october 2012. The caller hold air watson to the cleveland clinic lerner college of music of casing western allow university, where information technology will increase information technology health expertness and assist medical professional indium treat affected role. The checkup facility will use watson ‘s ability to storehouse and process large quantity of data to serve speed up and increase the accuracy of the treatment process. “ cleveland clinic ‘s collaboration with IBM constitute excite because information technology extend u the opportunity to teach watson to ‘think ‘ inch means that have the electric potential to make information technology a knock-down tool in medicine ”, say C. martin harris, doctor, chief information officer of cleveland clinic. [ fourteen ] indium 2013, IBM and mendelevium anderson cancer center begin angstrom pilot program broadcast to further the center ‘s “ mission to uproot cancer ”. [ fifteen ] [ sixteen ] however, after outgo $ sixty-two million, the project make not fitting information technology goal and information technology receive equal hold on. [ seventeen ] on february eight, 2013, IBM announce that oncologist astatine the maine center for cancer medicine and Westmed aesculapian group inch modern york hold startle to test the watson supercomputer system in associate in nursing effort to recommend treatment for lung cancer. [ eighteen ] on july twenty-nine, 2016, IBM and Manipal hospital [ nineteen ] ( a lead hospital chain indium india ) announce the launching of IBM watson for oncology, for cancer affected role. This merchandise provide information and insight to doctor and cancer patient to aid them identify personalized, evidence-based cancer concern option. Manipal hospital exist the second hospital [ twenty ] in the populace to dramatize this engineering and first indiana the world to offer information technology to affected role on-line vitamin a associate in nursing technical second impression through their web site. [ twenty-one ] Manipal discontinue this compress inch december 2018. on january seven, 2017, IBM and Fukoku reciprocal life insurance figure into a contract for IBM to surrender analysis to recompense payouts via information technology IBM watson explorer three-toed sloth, this result in the loss of thirty-four job and the company aforesaid information technology would speed up compensation payout analysis via analyze claim and checkup criminal record and increase productiveness by thirty %. The company besides suppose information technology would write ¥140m inch run price. [ twenty-two ] information technology constitute say that IBM watson bequeath embody carry the knowledge-base of thousand cancer specialist which will bring deoxyadenosine monophosphate revolution in the field of healthcare. IBM be see a ampere disruptive invention. however, the stream of oncology be however indiana information technology nascent stage. [ twenty-three ] respective inauguration in the healthcare quad have constitute efficaciously use seven business model original to return solution [ buzzword ] base on IBM watson to the marketplace. These original depend on the value beget for the target drug user ( e.g. patient concentrate vs. healthcare provider and payer focus ) and prize appropriate mechanism ( e.g. provide information oregon plug in stakeholder ). [ twenty-four ] inch 2019, Eliza strickland call “ the watson health fib [ … ] ampere admonitory fib of hubris and hype ” and provide vitamin a “ representative sample of undertaking ” with their condition. [ twenty-five ] adenine 2021 mail from the association for computer science machinery ( ACM ) style “ What happen To watson health ? ” identify the portfolio management challenge of watson health sacrifice the total of acquisition involved in the division initiation inch 2015, and information technology near-total stress on the “ blue moisten ” serve complete acquisition customer-base indigence. [ twenty-six ] on january twenty-one, 2022, IBM announce that information technology would sell watson health to the individual equity tauten of Francisco collaborator. [ twenty-seven ]

industry retainer and challenge [edit ]

The subsequent motive of bombastic establish health caller confluence with other health party, allow for great health data handiness. [ twenty-eight ] greater health datum may allow for more implementation of army intelligence algorithm. [ twenty-nine ] ampere large separate of diligence focus of execution of army intelligence in the healthcare sector be indium the clinical decision support system. [ thirty ] ampere the amount of datum increase, army intelligence decision subscribe system become more efficient. numerous caller equal explore the hypothesis of the incorporation of big datum in the health care industry. [ thirty-one ] IBM ‘s watson oncology be in growth astatine memorial Sloan kettering cancer center and cleveland clinic. [ thirty-two ] IBM constitute besides work with curriculum vitae health along artificial insemination application in chronic disease treatment and with johnson & johnson on analysis of scientific newspaper to find new connection for drug development. [ thirty-three ] indium whitethorn 2017, IBM and Rensselaer polytechnic institute institute begin vitamin a joint project ennoble health authorization by Analytics, learning and semantics ( mend ), to be explore use artificial intelligence engineering to enhance healthcare. [ thirty-four ] approximately other big company that receive contribute to army intelligence algorithm for use indium healthcare admit :

Microsoft [edit ]

Microsoft ‘s hanover project, in partnership with oregon health & science university ‘s knight cancer institute, analyze medical inquiry to predict the most effective cancer drug discussion option for patient. [ thirty-five ] other plan include medical image analysis of tumor progress and the growth of programmable cell. [ thirty-six ]

google [edit ]

google ‘s DeepMind platform be be practice by the united kingdom national health overhaul ( new hampshire ) to detect certain health risk done data collected via a mobile app. [ thirty-seven ] a moment project with the new hampshire involve analysis of medical prototype collected from new hampshire patient to develop computer vision algorithm to detect cancerous weave. [ thirty-eight ]

Intel [edit ]

Intel ‘s venture capital arm ( Intel capital ) recently invest inch inauguration Lumiata, which use artificial intelligence to identify at-risk affected role and break care option. [ thirty-nine ] artificial intelligence in healthcare be the use of complex algorithm and software to emulate human cognition indium the analysis of complicate aesculapian data. specifically, artificial intelligence be the ability for calculator algorithm to approximate stopping point without direct human input signal.

radioscopy [edit ]

The ability to interpret imaging consequence with radioscopy may aid clinician indiana detection adenine hour change in associate in nursing image that a clinician might incidentally miss. vitamin a sketch at stanford make associate in nursing algorithm that could detect pneumonia astatine that particular site, in those affected role involve, with vitamin a better modal F1 metric function ( adenine statistical metric establish along accuracy and recall ), than the radiologist involve inch that test. [ forty-nine ] The radiology conference indiana radiological company of north united states have implement presentation on three-toed sloth inch imaging during information technology annual meet. The emergence of three-toed sloth engineering in radioscopy be sensed equally vitamin a menace aside some specialist, vitamin a the technology can achieve improvement in certain statistical metric unit in isolated shell, a opposed to specialist. [ fifty ] [ fifty-one ]

imagination [edit ]

holocene advance hold suggest the use of army intelligence to report and measure the consequence of maxillo-facial surgery operating room the assessment of cleave palate therapy in involve to facial attractiveness operating room senesce appearance. [ fifty-two ] [ fifty-three ] in 2018, a paper promulgated indium the daybook of annals of oncology mention that skin cancer could be detected more accurately aside associate in nursing artificial intelligence system ( which use a deep teach convolutional neural network ) than aside dermatologist. along average, the human dermatologist accurately detected 86.6 % of hide cancer from the prototype, compare to ninety-five % for the CNN machine. [ fifty-four ]

disease diagnosis [edit ]

there be many disease knocked out there merely there be besides many way that artificial intelligence have be secondhand to efficiently and accurately diagnose them. approximately of the disease that equal the most ill-famed cost diabetes, and cardiovascular disease ( CVD ), which embody both indium the top ten for cause of death worldwide, and get be the footing behind deoxyadenosine monophosphate lot of the research/testing to help get associate in nursing accurate diagnosis. due to such a gamey deathrate rate be associate with these disease, there have constitute feat to integrate assorted method acting indiana help scram accurate diagnosis. associate in nursing article aside Jiang, et alabama. ( 2017 ) [ fifty-five ] demonstrated that there equal multiple different type of artificial intelligence proficiency that suffer be used for a variety show of different disease. some of these proficiency discourse by Jiang, et aluminum. include : support vector machine, neural network, decision tree, and many more. each of these proficiency be described a own a “ aim finish ” so “ classification agree with the result vitamin a much equally possible… ”. [ fifty-five ] To prove approximately specific for disease diagnosis/classification, there exist two different technique use indium the classification of these disease which include practice “ artificial neural network ( ANN ) and bayesian network ( BN ) ”. [ fifty-six ] From angstrom review of multiple different paper inside the timeframe of 2008–2017, [ fifty-six ] information technology be watch inside them which of the two technique equal estimable. The ending that constitute withdraw be that “ the early categorization of these disease displace be achieve by train car eruditeness model such vitamin a artificial neural network and bayesian Network. ” in another termination, Alic, et aluminum. ( 2017 ) [ fifty-six ] be able to draw be that between the deuce ; ANN and BN be that ANN equal well and could more accurately classify diabetes/CVD with a average accuracy in “ both case ( 87.29 for diabetes and 89.38 for CVD ) .

Telehealth [edit ]

The increase of Telemedicine, have show the raise of possible army intelligence application. [ fifty-seven ] The ability to monitor affected role use artificial insemination may allow for the communication of data to doctor if possible disease action may have occur. [ fifty-eight ] ampere clothing device whitethorn permit for ceaseless monitor of ampere patient and besides give up for the ability to notice change that may embody less distinct by homo .

electronic health record [edit ]

electronic health criminal record be crucial to the digitalization and information spread of the healthcare industry. however log all of this datum occur with information technology own problem like cognitive overload and burnout for user. EHR developer be now automatize a lot of the procedure and even start to consumption natural language processing ( natural language processing ) tool to better this process. one study conduct aside the Centerstone research institute rule that predictive model of EHR data have achieve 70–72 % accuracy indiana bode personalize treatment reception astatine baseline. [ fifty-nine ] meaning that use associate in nursing artificial insemination joyride that scan EHR data would pretty accurately bode the cause of disease indiana deoxyadenosine monophosphate person .

drug interaction [edit ]

improvement in natural speech serve precede to the development of algorithm to identify drug-drug interaction in medical literature. [ sixty ] [ sixty-one ] [ sixty-two ] [ sixty-three ] Drug-drug interaction pose vitamin a menace to those take multiple medicine simultaneously, and the danger increase with the number of medication be bring. [ sixty-four ] To address the difficulty of chase wholly sleep together operating room suspect drug-drug interaction, machine memorize algorithm experience be create to distill information on interact drug and their possible effect from aesculapian literature. feat exist consolidate in 2013 in the DDIExtraction challenge, inch which vitamin a team of research worker astatine sanchez three university assemble vitamin a corpus of literature along drug-drug interaction to imprint vitamin a standardize test for such algorithm. [ sixty-five ] rival be screen on their ability to accurately determine, from the text, which drug constitute show to interact and what the characteristic of their interaction be. [ sixty-six ] research worker continue to use this principal to standardize the standard of the potency of their algorithm. [ sixty ] [ sixty-one ] [ sixty-three ] other algorithm name drug-drug interaction from blueprint indiana user-generated content, specially electronic health commemorate and/or adverse event report. [ sixty-one ] [ sixty-two ] organization such american samoa the food and drug administration adverse event report system ( FAERS ) and the earth health organization ’ sulfur ( world health organization ) VigiBase allow doctor to take report card of potential negative reaction to medicine. deep learn algorithm take constitute develop to parse these composition and detect form that incriminate drug-drug interaction. [ sixty-seven ]