{"id":243618,"date":"2025-12-27T15:53:00","date_gmt":"2025-12-27T15:53:00","guid":{"rendered":"https:\/\/bm.dev.synology.me\/?p=243618"},"modified":"2025-12-27T15:53:00","modified_gmt":"2025-12-27T15:53:00","slug":"cum-a-dus-epuizarea-unui-doctor-care-a-renuntat-la-cariera-in-medicina-la-fondarea-unui-start-up-in-ai-evaluat-la-465-mil-dolari","status":"publish","type":"post","link":"https:\/\/bm.dev.synology.me\/?p=243618","title":{"rendered":"Cum a dus epuizarea unui doctor care a renun\u0163at la cariera \u00een medicin\u0103 la fondarea unui start-up \u00een AI evaluat la 465 mil. dolari."},"content":{"rendered":"<p data-end=\"340\" data-start=\"69\">\n\u00cen 2017, Thomas Kelly a absolvit facultatea de medicin\u0103 \u015fi a devenit, \u00een sf\u00e2r\u015fit, medic \u2013 o carier\u0103 la care visase \u00eenc\u0103 din copil\u0103rie \u015fi pentru care muncise ani de zile. \u00cens\u0103, odat\u0103 ce a \u00eenceput s\u0103 practice, Kelly a realizat c\u0103 jobul era diferit de ceea ce \u015fi-a imaginat. \u201eTimpul meu ca doctor era foarte limitat. Aveam doar 10 minute pentru fiecare pacient\u201d, a declarat el pentru CNBC Make It. \u201e\u00cemi d\u0103deam seama c\u0103 aveam, \u015fti\u0163i, 100 de pacien\u0163i de v\u0103zut \u00eentr-o zi \u015fi eram mereu pe fug\u0103, mereu coordon\u00e2nd 700 de teste \u015fi un milion de sarcini.\u201d&nbsp;\u201e\u00centr-o lume perfect\u0103 \u2026 a\u015f petrece cu pacien\u0163ii at\u00e2t timp c\u00e2t au nevoie\u2026 le-a\u015f \u00een\u0163elege familiile, i-a\u015f \u0163ine minte profund \u015fi apoi a\u015f \u0163ine leg\u0103tura regulat cu ei\u201d, a spus el. Totu\u015fi, realitatea este c\u0103, la fel ca mul\u0163i al\u0163i clinicieni, s-a confruntat cu un \u201eburnout incredibil\u201d lucr\u00e2nd \u00een domeniu.<\/p>\n<p data-end=\"1184\" data-start=\"914\">\nInspirat s\u0103 \u00eencerce s\u0103 rezolve aceast\u0103 problem\u0103, Kelly a creat un instrument de inteligen\u0163\u0103 artificial\u0103 care ajut\u0103 la transcrierea consulta\u0163iilor medicale, genereaz\u0103 noti\u0163e clinice \u015fi nu numai, cu scopul de a reduce volumul de munc\u0103 al medicilor \u015fi al cadrelor medicale. Ast\u0103zi, la 33 de ani, este cofondator \u015fi CEO al Heidi, un \u201escribe\u201d medical AI. Compania a anun\u0163at \u00een octombrie o rund\u0103 de finan\u0163are Serie B de 65 de milioane de dolari, care a evaluat compania la 465 de milioane de dolari.<\/p>\n<p data-end=\"1436\" data-start=\"1412\">\n<strong data-end=\"1436\" data-start=\"1412\">Explor\u0103rile timpurii<\/strong><\/p>\n<p data-end=\"1538\" data-start=\"1438\">\nCrescut \u00een Melbourne, Australia, Kelly a fost inspirat s\u0103 urmeze medicina de medicul s\u0103u de familie. \u201ePur \u015fi simplu l-am adorat pe medicul meu de familie\u2026 era exemplul perfect al cuiva care \u00ee\u015fi folose\u015fte inteligen\u0163a \u015fi cuno\u015ftin\u0163ele pentru binele celorlal\u0163i\u201d, a spus Kelly. \u201eAvea \u00eentotdeauna un plan excelent. Era cald, avea o manier\u0103 extraordinar\u0103 de a rela\u0163iona cu pacien\u0163ii, dar era, \u00een acela\u015fi timp, extrem de inteligent \u015fi foarte ascu\u0163it.\u201d&nbsp;Acea experien\u0163\u0103 l-a urm\u0103rit. \u00cen timpul facult\u0103\u0163ii, a explorat \u015fi alte domenii precum matematica \u015fi informatica \u00eenainte de a decide, \u00een cele din urm\u0103, s\u0103 intre \u00een medicin\u0103. \u00cen 2013, s-a \u00eenscris la Universitatea din Melbourne, unde a \u00eenceput \u015fcoala de medicin\u0103.&nbsp;\u00cen timp ce studia medicina, Kelly a \u00eenceput \u015fi un proiect pe l\u00e2ng\u0103 facultate: posta videoclipuri educa\u0163ionale pe YouTube \u015fi \u00eei medita pe studen\u0163ii interesa\u0163i s\u0103 intre la medicin\u0103.<\/p>\n<p data-end=\"2701\" data-start=\"2326\">\nSpre surprinderea lui, videoclipurile au \u00eenceput s\u0103 atrag\u0103 mul\u0163i studen\u0163i \u2013 mai mul\u0163i dec\u00e2t putea gestiona la momentul respectiv \u2013, iar ceea ce pornise ca un hobby s-a transformat treptat \u00eentr-o mic\u0103 afacere. Pentru a-\u015fi gestiona mai bine timpul \u00een activitatea sa de tutorat, Kelly a \u00eenceput s\u0103 experimenteze cu dezvoltarea unor instrumente bazate pe inteligen\u0163\u0103 artificial\u0103. \u201ePrimul produs AI pe care am \u00eencercat vreodat\u0103 s\u0103 \u00eel construiesc a fost un tutor pentru interviuri cu care oamenii puteau exersa\u201d, a spus Kelly. Acest instrument, numit \u201eOscar\u201d, le permitea studen\u0163ilor s\u0103 simuleze conversa\u0163ii cu un examinator medical, iar p\u00e2n\u0103 \u00een 2020 era folosit de aproximativ 20.000 de studen\u0163i, a ad\u0103ugat el.&nbsp;\u201eAsta a fost s\u0103m\u00e2n\u0163a din care a crescut Heidi\u201d, a spus el.&nbsp;Pe m\u0103sur\u0103 ce Oscar se \u00eembun\u0103t\u0103\u0163ea, Kelly a \u00eenceput s\u0103 \u00eei observe poten\u0163ialul mai larg. \u201eNu a existat un moment unic de tip bec aprins\u201d, a spus el, \u00eens\u0103 \u015fi-a dat seama c\u0103, dac\u0103 un instrument AI poate \u00een\u0163elege o conversa\u0163ie \u00eentre un student \u015fi un examinator medical, poate face acela\u015fi lucru \u00eentre un pacient \u015fi un doctor.&nbsp;\u201eApoi ai putea crea noti\u0163e clinice. Ai putea face diagnostic diferen\u0163ial, poten\u0163ial. Ai putea \u00eendeplini sarcini\u201d, a spus el. \u201eAsta este esen\u0163a medicinei. Este o conversa\u0163ie foarte avansat\u0103, foarte tehnic\u0103, profund\u0103 \u015fi complicat\u0103, dar tot conversa\u0163ie r\u0103m\u00e2ne.\u201d<\/p>\n<p data-end=\"3699\" data-start=\"3678\">\n<strong data-end=\"3699\" data-start=\"3678\">Mutarea decisiv\u0103<\/strong><\/p>\n<p data-end=\"4003\" data-start=\"3701\">\nP\u00e2n\u0103 \u00een 2021, Kelly se confrunta cu o decizie important\u0103: s\u0103 continue pe deplin cariera medical\u0103 \u015fi s\u0103 \u00eenceap\u0103 preg\u0103tirea \u00een chirurgie vascular\u0103 sau s\u0103 ia o pauz\u0103 de carier\u0103 pentru a \u00eencerca s\u0103 dezvolte instrumentul AI astfel \u00eenc\u00e2t s\u0103 ajute nu doar studen\u0163ii la medicin\u0103, ci \u015fi clinician\u0163ii \u015fi medicii. \u201eAm f\u0103cut pasul\u201d, a spus Kelly. \u201eM-am g\u00e2ndit: voi regreta toat\u0103 via\u0163a dac\u0103 nu profit de aceast\u0103 \u015fans\u0103. C\u00e2\u0163i reziden\u0163i \u00een chirurgie sunt suficient de buni la matematic\u0103, au experien\u0163\u0103 \u00een business \u015fi pot construi un astfel de produs? Cred c\u0103 nu mul\u0163i.\u201d&nbsp;\u201ePoate a fost orgoliu, dar m-am g\u00e2ndit c\u0103, dac\u0103 cineva poate \u00eencepe aceast\u0103 companie, acela sunt eu \u2014 a\u015fa c\u0103 hai s\u0103 \u00eencerc\u0103m \u015fi s\u0103 vedem ce se \u00eent\u00e2mpl\u0103,\u201d a ad\u0103ugat el.&nbsp;Astfel, \u00een 2021, Kelly a renun\u0163at oficial la cariera medical\u0103 \u015fi s-a dedicat complet dezvolt\u0103rii Heidi. Ast\u0103zi, instrumentul ajut\u0103 doctorii s\u0103 preia din sarcinile administrative, precum realizarea documenta\u0163iei, a noti\u0163elor clinice \u015fi altele.&nbsp;Heidi a crescut \u00eentr-o afacere solid\u0103 \u015fi a atras aproape 100 de milioane de dolari finan\u0163are.&nbsp;\u201eLa un moment dat am f\u0103cut introspec\u0163ia\u2026 dac\u0103 vei sta \u00eentr-un azil de b\u0103tr\u00e2ni \u015fi familia ta va fi \u00een jurul t\u0103u, care sunt lucrurile pe care le vei regreta? Iar pentru mine, cu siguran\u0163\u0103 a\u015f fi regretat c\u0103 nu am \u00eencercat,\u201d a spus Kelly.<\/p>\n<p>\n&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00cen 2017, Thomas Kelly a absolvit facultatea de medicin\u0103 \u015fi a devenit, \u00een sf\u00e2r\u015fit, medic \u2013 o carier\u0103 la care visase \u00eenc\u0103 din copil\u0103rie \u015fi pentru care muncise ani de zile. \u00cens\u0103, odat\u0103 ce a \u00eenceput s\u0103 practice, Kelly a realizat c\u0103 jobul era diferit de ceea ce \u015fi-a imaginat. \u201eTimpul meu ca doctor era [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[510],"tags":[15374,6553,24812,10300,8986,274,19080,406,42,80,9989],"class_list":["post-243618","post","type-post","status-publish","format-standard","hentry","category-actualitate","tag-aparitie","tag-cariera","tag-cauza","tag-epuizare","tag-evaluare","tag-incepere","tag-medic","tag-medici","tag-medicina","tag-refuz","tag-renuntare"],"_links":{"self":[{"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=\/wp\/v2\/posts\/243618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=243618"}],"version-history":[{"count":0,"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=\/wp\/v2\/posts\/243618\/revisions"}],"wp:attachment":[{"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=243618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=243618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bm.dev.synology.me\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=243618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}