Njengoko i-healthcare landscape yandisa ngokukhawuleza ekuphenduleni iimfuno ezininzi kwabasetyhini, ukwandisa iinkcukacha zeendaba, kunye nokufuneka kwimvavanyo ezininzi, iingcali zebhizinisi zithembisa kwiintlobo ze-artificial intelligence (i-AI) ezininzi. Kiran Kumar Maguluri, i-IT Systems Architect kunye ne-published researcher ebonakalayo ekuphenduleni kwe-AI, i-digital transformation, kunye ne-healthcare systems. Ngaphezulu kwe-17 iminyaka yobugcisa kwi-IT kunye neengxelo emangalisayo ekwakheni izixazululo zebhizinisi ezinkulu, i-Maguluri ibandakanya ingxenye engcono yayo yobugcisa ukuba iinkqubo ezintsha zokusetyenziswa ukuze zibonise i-ecosystems ze-healthcare emangalisayo kakhulu. Ukusetyenziswa kwe-Generative AI kunye ne-Advanced Predictive Models ukuguqulwa kwe-Personalized Medicine kunye ne-Patient-Centered Care kwi-Modern Healthcare Systems "Ukuvelisa le nophando kwinqanaba olutsha ngokuvumela isixhobo esibonisa njani i-AI generative inokunceda ukuvelisa i-innovation ye-healthcare nangokuthintela iintlobo ze-ethical kunye ne-technical. ukusuka Generalized ukuya Personal: I-New Healthcare Imperative Iimodeli zonyango zonyango zihlanganisa izigulane njengeimeko ezininzi, zihlanganisa kwiiprotokoli zokusetyenziswa ezinxulumene neengxaki zonyango, zokusetyenziswa kunye neengxaki zokusebenza. Izifundo zeMaguluri zihlanganisa ukuguqulwa kwezi zonyango zokusetyenziswa kwimeko ezininzi kunye neengxaki zonyango. Ukuhlolwa kwayo ibonisa ukuba i-AI ye-generative, kunye neengxaki ze-predictive, inokunceda ukwakha i-adaptive digital platforms eziza kukunceda abasebenzisi ukufumana ngakumbi iintlobo ezintsha kwiinkcukacha zonyango kunye nokuphuhlisa isifo - ngaphandle kokuphumelela kwimeko zonyango ngqo. Enye yeenkcukacha zobugcisa kwi-Maguluri's research yi-potency ye-AI yokusiza ukucacisa iinkcukacha ezininzi - ezisuka kwi-wearables ukuya kwiinkcukacha ze-genomics - kwiinkcukacha ezisebenzayo. Le nkcukacha ziya kubalulekile ekukhuthaza abasebenzi be-healthcare kunye nabasetyhini ukuba zihlale kwiingxaki ezininzi ezaziwayo, ezininzi, kunye ne-collaborative malunga neengxaki ze-treatment, i-diagnostic assessments, kunye ne-planing ye-healthcare. I-Role of Generative AI kwi-Evidence Synthesis kunye ne-Insight Discovery Kule nqaku, i-Maguluri ibonise ukuba i-value eyodwa ye-generative AI ibonakalayo kwizivumelwano yayo yokusetyenzisa iinkcukacha ezincinane kunye ne-multimodal kwiifomati eziqhelekileyo, ezinokufumaneka kumntu. Ngaphandle kokuguqulwa kweenkcukacha zonyango, eziqhelekileyo kunye ne-visualizations ezisetyenziswa yi-AI zihlanganisa izixhobo ezisetyenziswa kubasebenzi abavela kwi-sea of information. I-Article ibonisa njani i-Iterative, i-AI-human synthesis loops inokuphucula umgangatho we-patient engagement materials, ibonelela i-clarity ngaphandle kweengxaki ezinxulumene ne-prescription medical advice. Ngokwenza oku, i-Maguluri ibonelela inkcazelo se-AI njenge-co-pilot kwi-discovery yenzululwazi-ukuguqula idatha ebonakalayo kwi-narratives eziza kubasetyenziswa kubasetyhini kunye nabasetyhini njenge- springboard yeengxaki ze-customized care conversations. Imodeli Predictive kwi-Healthcare Innovation Ukusabela iimodeli zokubonisa, le nophando ibonisa i-taxonomy elikhulu ezisuka kwiinkqubo ezijolisweyo ezifana neenethiwekhi ze-neural ukuya kwiimodeli ze-clustering engabonakaliweyo. Ezi iimodeli ziye ziye ziye zithunyelwe njenge-diagnostic engomatshini, kodwa njengezixhobo ze-analytical ye-pattern recognition kunye ne-trend forecasting. Maguluri notes that by applying these models to anonymized, large-scale datasets, healthcare systems can better understand population-level trends and operational bottlenecks. This kind of macro-level analysis supports resource allocation, administrative planning, and early identification of areas that warrant closer clinical scrutiny—without ever offering individual medical recommendations. I-Ethics, Fairness, kunye ne-Data Privacy Ukuhlolwa kweMaguluri akufutshane neengxaki ye-ethical ephikisana kwi-AI kwi-healthcare. Njengoko i-AI ibonakalisa, iingxaki ezinxulumene ne-algorithmic bias, ukhuseleko kwama-patient, kunye ne-data governance zihlanganisa. Umbhalo wayo inqakraza i-transparency kwi-model development kunye nenkqubo ye-ethical ebonakalayo yokuxhuma kwe-AI. Ngokuvimbela imiphumela yokubhalisa kunye nokufunda iinkcukacha kwinqanaba ye-system, isakhiwo se-Maguluri ibekwe isixazululo se-clinical, ukhuseleko ukuba i-AI ibekwe isixhobo sokukhuthaza - akufutshane - imibuzo yabantu. Ukusetyenziswa kweedatha ze-synthetic ezivela ngokusebenzisa i-AI ibekwe ngakumbi ukhuseleko kwabasetyhini, kwenza iimodeli ezisisombulwayo ziye ziye ziye zithembekile kwi-innovation efanelekileyo. Ukucaciswa kwiminyaka elandelayo ye-AI-enabled healthcare I-Maguluri ibonise i-AI ye-generative njenge-layer ye-fundamental kwi-systems ye-healthcare yehlabathi-one elula ukuxhaswa kwimeko ye-real-time kunye nokuphucula okuqhubekayo. I-visions yayo ziyafumaneka izixhobo ze-AI ezihambelana ngokugqithisileyo kwi-interactions ye-user kunye needatha ze-environmental nangokulula ukuxhaswa kwe-cross-disciplinary phakathi kwama-developer, i-researchers kunye ne-clinicists. Ukubuyekezwa ngexesha elandelayo, uphando ibonisa ukuba i-technology ye-wearable kunye ne-sensors ezihambelana ne-smartphone iya kuphucula i-volume kunye ne-variety ye-hygiene-related data eyenziwa kumamodeli ye-AI. Lezi ziplomashi, xa zikhuselwe kumgangatho we-ethical safeguards kunye ne-standards ye-interoperability, ingathumela i-ecosystem engapheliyo, i-data-informed eyenza i-complexity ye-real-world health experiences. Imibuzo lokugqibela Ukusebenza kweKiran Kumar Maguluri ayikho kuphela isicwangciso yokuguqulwa kwe-clinicists nge-algorithms, kodwa isixazululo yokuguqulwa kwindlela yokusetyenziswa kweedatha ze-healthcare ukwandisa ukufumana, ukwandisa ukucacisa, kunye nokukhuthaza iinkqubo ezininzi ezahlukileyo. Iingcebiso zayo zihlanganisa ukuxhumana okuqhubekayo malunga nokusetyenziswa kwe-AI ekhuselekileyo kwi-healthcare, ibonelela inkcazelo olufanelekileyo kunye neengcebiso ebizwa kunye ne-ethical responsibility. Kwiintsuku apho i-innovation ihamba ngokukhawuleza kunyango, i-Maguluri inikeza isibuyekezo esiyingqiweyo: i-inthanethi ye-inthanethi ye-inthanethi kufuneka uvale uvavanyo lokuphendula, ukuxhaswa, kunye nokuthintela. I-research ye-Maguluri ibonelela ukuba i-AI ibonelela kuphela iinkqubo - kodwa abantu.

This story contains new, firsthand information uncovered by the writer.

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Inde kakhulu; Ukufunda

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I-Healthcare Modern Usebenzisa I-Generative AI: I-Vision yeKiran Kumar Maguluri ye-Innovation ye-Personalized

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