{"id":17265,"date":"2026-09-14T11:45:43","date_gmt":"2026-09-14T09:45:43","guid":{"rendered":"https:\/\/qilimanjaro.tech\/?p=17265"},"modified":"2026-09-14T11:46:23","modified_gmt":"2026-09-14T09:46:23","slug":"hospital-del-mar-lays-the-groundwork-for-quantum","status":"publish","type":"post","link":"https:\/\/qilimanjaro.tech\/ca\/hospital-del-mar-lays-the-groundwork-for-quantum\/","title":{"rendered":"L'Hospital del Mar posa les bases de la qu\u00e0ntica"},"content":{"rendered":"
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COMPARTIR ARTICLE<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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27% M\u00e9s cirurgies per setmana<\/strong><\/h2>

La q\u00fcesti\u00f3 pendent m\u00e9s important de la computaci\u00f3 qu\u00e0ntica \u00e9s quins problemes del m\u00f3n real s\u00f3n prou complexos perqu\u00e8 la qu\u00e0ntica superi els enfocaments cl\u00e0ssics, i si les organitzacions tenen preparades les dades, la infraestructura i el coneixement institucional quan arribi el maquinari.<\/span><\/p>

L'Hospital del Mar de Barcelona est\u00e0 construint ara aquesta base. Com a part de Q-CARE, un projecte finan\u00e7at pel CDTI, una entitat empresarial p\u00fablica d'Espanya que promou la innovaci\u00f3 i el desenvolupament tecnol\u00f2gic de les empreses nacionals, l'Hospital del Mar ha passat l'\u00faltim any treballant amb Qilimanjaro per aplicar la computaci\u00f3 qu\u00e0ntica a un dels problemes m\u00e9s complexos des del punt de vista operatiu de l'atenci\u00f3 sanit\u00e0ria: la programaci\u00f3 quir\u00fargica. Els resultats del projecte pilot amb dades simulades ja mostren el que \u00e9s possible: un 271 TP3T m\u00e9s de cirurgies per setmana, sense noves sales, personal ni inversi\u00f3.<\/span><\/p>

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Dins del projecte Q-CARE, la nostra col\u00b7laboraci\u00f3 amb Qilimanjaro ens ha perm\u00e8s explorar t\u00e8cniques d'optimitzaci\u00f3 avan\u00e7ades alineades amb la computaci\u00f3 qu\u00e0ntica i els enfocaments inspirats en la qu\u00e0ntica, aplicades a la planificaci\u00f3 de quir\u00f2fans sota restriccions cl\u00edniques i operatives reals.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t

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Rafa Luque<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Infermera Coordinadora del Proc\u00e9s Quir\u00fargic i Esterilitzaci\u00f3, Hospital del Mar<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Fundat l'any 1905, l'Hospital del Mar \u00e9s un centre de terciarisme de 471 llits a Barcelona i una de les institucions de recerca biom\u00e8dica l\u00edder d'Espanya. Tracta patologies de mitjana i alta complexitat en m\u00faltiples especialitats quir\u00fargiques, amb un fort enfocament en la pr\u00e0ctica cl\u00ednica integrada amb la recerca.<\/span><\/p>

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1. La planificaci\u00f3 quir\u00fargica \u00e9s un problema de classe qu\u00e0ntica<\/b><\/h2>

Programar un bloc quir\u00fargic sembla manejable des de fora. Hi ha un nombre fix de quir\u00f2fans, una llista de pacients i un nombre determinat d'hores al dia. A la pr\u00e0ctica, cada decisi\u00f3 interactua amb totes les altres d'unes maneres que superen all\u00f2 que qualsevol proc\u00e9s manual pot controlar.<\/span><\/p>

Cada cirurgia t\u00e9 un temps de procediment previst, un temps de neteja entre casos i un temps de recuperaci\u00f3 a la unitat post-anest\u00e8sia. Aquesta unitat de recuperaci\u00f3, amb 15 llits a l'Hospital del Mar, es comparteix entre els 11 quir\u00f2fans. Si es programen massa casos de recuperaci\u00f3 llarga al mat\u00ed, la unitat de recuperaci\u00f3 s'omple cap al migdia. Els pacients s'acumulen. Les sales queden aturades. La tarda es perd.<\/span><\/p>

L'hospital ja disposava de procediments operatius molt ben establerts i d'un s\u00f2lid proc\u00e9s de planificaci\u00f3 manual, que donaven suport a l'alt grau de robustesa requerit en les operacions cl\u00edniques reals. Com a gran hospital general, l'Hospital del Mar tamb\u00e9 gestiona una \u00e0mplia gamma d'especialitats quir\u00fargiques, cadascuna amb diferents requeriments cl\u00ednics, de personal i de recursos. El principal avantatge del model d'optimitzaci\u00f3 va ser la seva capacitat d'ampliar l'espai de decisi\u00f3 avaluant un conjunt m\u00e9s ampli de cirurgies candidates, m\u00e9s enll\u00e0 de les situades al capdamunt de la llista d'espera, tenint en compte alhora totes les restriccions rellevants. Aix\u00f2 va fer possible optimitzar la planificaci\u00f3 quir\u00fargica sobre un conjunt d'opcions m\u00e9s ampli i divers sense comprometre la robustesa operativa.<\/span><\/p>

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2. Pas u: Demostrar-ho de manera cl\u00e0ssica<\/b><\/h2>

Abans de poder aplicar l'optimitzaci\u00f3 qu\u00e0ntica a un problema a gran escala, calen tres coses:<\/span><\/p>

  • Una formulaci\u00f3 matem\u00e0tica precisa del problema<\/span><\/li>
  • Dades per validar-ho<\/span><\/li>
  • Demostraci\u00f3 que l'enfocament funciona<\/span><\/li><\/ul>

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    La fase cl\u00e0ssica d'aquest projecte ofereix tots tres.<\/span><\/p>

    Treballant amb les dades de procediment de l'Hospital del Mar en 24 tipus de cirurgia, incloent-hi la durada de la operaci\u00f3, el temps de recuperaci\u00f3 i les garanties de la llista d'espera cl\u00ednica, l'equip va construir un model d'optimitzaci\u00f3 estoc\u00e0stica que programa una setmana completa simult\u00e0niament, utilitzant estimacions de les durades variables de les cirurgies i dels temps de recuperaci\u00f3. El model coordina l'assignaci\u00f3 de pacients, l'assignaci\u00f3 de quir\u00f2fans i les hores d'inici mantenint alhora la unitat de recuperaci\u00f3 dins de la capacitat.<\/span><\/p>

    El programa optimitzat va arribar a 331 cirurgies per setmana, en comparaci\u00f3 amb les 267 del proc\u00e9s actual. La unitat de recuperaci\u00f3 es va mantenir dins de la capacitat en tot moment. Una an\u00e0lisi de sensibilitat va confirmar que el coll d'ampolla real no era el nombre de quir\u00f2fans o d'equips de neteja, sin\u00f3 la coordinaci\u00f3 de l'\u00fas dels llits de recuperaci\u00f3, una cosa invisible amb la planificaci\u00f3 manual per\u00f2 abordable directament mitjan\u00e7ant l'optimitzaci\u00f3.<\/span><\/p>

    Aquesta millora del 27% ja \u00e9s significativa per a qualsevol hospital. M\u00e9s important encara per a la roadmap qu\u00e0ntica, demostra que el problema est\u00e0 ben definit, que les dades s\u00f3n \u00fatils i que els guanys potencials s\u00f3n reals. El model tamb\u00e9 funciona com un entorn de simulaci\u00f3 per a la planificaci\u00f3 estrat\u00e8gica: l'Hospital del Mar el pot utilitzar per quantificar l'impacte previst de les decisions sobre els recursos, com ara si afegir sales d'operacions es traduiria en un augment significatiu dels procediments setmanals.<\/span><\/p>

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    Els resultats preliminars, obtinguts en escenaris simulats utilitzant les dades disponibles, indiquen millores potencials de gaireb\u00e9 30% en la capacitat de planificaci\u00f3 en comparaci\u00f3 amb els enfocaments tradicionals, i ens proporcionen una base quantitativa molt m\u00e9s rica per analitzar i desenvolupar la nostra metodologia de gesti\u00f3 de recursos, tot i que encara dins d'un entorn exploratori.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t

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    Infermera Coordinadora del Proc\u00e9s Quir\u00fargic i Esterilitzaci\u00f3, Hospital del Mar<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    3. Comen\u00e7ar abans que el qu\u00e0ntic sigui estrictament necessari<\/b><\/h2>

    El model cl\u00e0ssic funciona b\u00e9 a l'escala actual del problema de planificaci\u00f3 de l'Hospital del Mar. La justificaci\u00f3 de les solucions qu\u00e0ntiques rau en com creix el problema: a mesura que la complexitat de les restriccions augmenta a causa d'una poblaci\u00f3 de pacients m\u00e9s gran, quir\u00f2fans addicionals o requisits cl\u00ednics m\u00e9s estrictes, l'optimitzaci\u00f3 cl\u00e0ssica arriba a l\u00edmits de temps que la fan impr\u00e0ctica per a la planificaci\u00f3 en temps real.<\/span><\/p>

    Els processadors qu\u00e0ntics estan fets exactament per a aquesta classe de problemes d'escalat. \u00c9s per aix\u00f2 que la bretxa de preparaci\u00f3 en el desplegament qu\u00e0ntic \u00e9s tant institucional com t\u00e8cnica. Les organitzacions que han dedicat temps a formalitzar els problemes adequats, estructurar les dades i validar els resultats es trobaran en una posici\u00f3 fonamentalment diferent de les que comencen des de zero quan arribi el maquinari qu\u00e0ntic viable.<\/span><\/p>

    L'Hospital del Mar disposa ara d'un marc d'optimitzaci\u00f3 operatiu, d'un model validat del seu bloc quir\u00fargic i d'una comprensi\u00f3 clara d'on es troben les restriccions. Quan el maquinari qu\u00e0ntic arribi a l'escala i la fiabilitat necess\u00e0ries per a inst\u00e0ncies d'aquesta complexitat, el cas d'\u00fas estar\u00e0 a punt.<\/span><\/p>

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    Projectes com aquest s\u00f3n essencials per entendre on les tecnologies qu\u00e0ntiques poden crear valor real en tasques d'optimitzaci\u00f3. Com que l'escala i el moment d'aquest impacte encara s\u00f3n incerts, creiem que \u00e9s crucial comen\u00e7ar aviat i col\u00b7laborar estretament amb experts en la mat\u00e8ria. Aix\u00f2 ens permet desenvolupar algorismes robustos que puguin proporcionar beneficis pr\u00e0ctics avui dia, alhora que incorporen progressivament m\u00e8todes accelerats per ordinador qu\u00e0ntic a mesura que el maquinari madura.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t

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    Cartera d'Algorismes PO, Qilimanjaro Quantum Tech<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    4. El full de ruta<\/b><\/h2>

    Ambd\u00f3s socis estan explorant ara com portar el model d'optimitzaci\u00f3 a les operacions cl\u00edniques del dia a dia, adaptant-lo perqu\u00e8 funcioni dins dels fluxos de treball de planificaci\u00f3 reals utilitzant dades de pacients en temps real. L'aplicaci\u00f3 de solucionadors qu\u00e0ntics, per abordar inst\u00e0ncies de problemes que superen els l\u00edmits pr\u00e0ctics dels enfocaments cl\u00e0ssics, es far\u00e0 progressivament m\u00e9s viable a mesura que el maquinari qu\u00e0ntic continu\u00ef madurant.<\/span><\/p>

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    El projecte Q-CARE est\u00e0 subvencionat pel Centre per al Desenvolupament Tecnol\u00f2gic i la Innovaci\u00f3 (CDTI) a trav\u00e9s del programa de Missions de Ci\u00e8ncia i Innovaci\u00f3, dins del Programa de Transfer\u00e8ncia i Col\u00b7laboraci\u00f3 del Pla Estatal d'Investigaci\u00f3 Cient\u00edfica, T\u00e8cnica i d'Innovaci\u00f3 2024-2027, en el marc del Pla de Recuperaci\u00f3, Transformaci\u00f3 i Resili\u00e8ncia, i compta amb el suport del Ministeri de Ci\u00e8ncia, Innovaci\u00f3 i Universitats. S'inscriu en la Missi\u00f3 6: Salut Digital, i promou la recerca i el desenvolupament de noves eines digitals que milloren l'efici\u00e8ncia dels sistemes sanitaris, optimitzen els processos d'atenci\u00f3 i acceleren el descobriment de nous medicaments.<\/span><\/i><\/span><\/h6>

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    SHARE ARTICLE 27% More Surgeries Per Week Quantum computing’s most consequential open question is which real-world problems are complex enough for quantum to outperform classical approaches, and whether organizations have the data, infrastructure, and institutional knowledge ready when the hardware arrives. Hospital del Mar in Barcelona is building that foundation now. As part of Q-CARE, […]<\/p>\n","protected":false},"author":3,"featured_media":17234,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[20],"tags":[],"class_list":["post-17265","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business"],"yoast_head":"\nHospital del Mar Lays the Groundwork for Quantum - Qilimanjaro<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/qilimanjaro.tech\/ca\/hospital-del-mar-lays-the-groundwork-for-quantum\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hospital del Mar Lays the Groundwork for Quantum - Qilimanjaro\" \/>\n<meta property=\"og:description\" content=\"SHARE ARTICLE 27% More Surgeries Per Week Quantum computing’s most consequential open question is which real-world problems are complex enough for quantum to outperform classical approaches, and whether organizations have the data, infrastructure, and institutional knowledge ready when the hardware arrives. Hospital del Mar in Barcelona is building that foundation now. As part of Q-CARE, […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/qilimanjaro.tech\/ca\/hospital-del-mar-lays-the-groundwork-for-quantum\/\" \/>\n<meta property=\"og:site_name\" content=\"Qilimanjaro\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-14T09:45:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-14T09:46:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/qilimanjaro.tech\/wp-content\/uploads\/2026\/09\/01_Hospital_del_Mar_Simon_Garcia.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1316\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Guillem\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrit per\" \/>\n\t<meta name=\"twitter:data1\" content=\"Guillem\" \/>\n\t<meta name=\"twitter:label2\" content=\"Temps estimat de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minuts\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/qilimanjaro.tech\\\/hospital-del-mar-lays-the-groundwork-for-quantum\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/qilimanjaro.tech\\\/hospital-del-mar-lays-the-groundwork-for-quantum\\\/\"},\"author\":{\"name\":\"Guillem\",\"@id\":\"https:\\\/\\\/qilimanjaro.tech\\\/#\\\/schema\\\/person\\\/00a8ab277e8f6fa6b46b9fc790fcec39\"},\"headline\":\"Hospital del Mar Lays the Groundwork for Quantum\",\"datePublished\":\"2026-09-14T09:45:43+00:00\",\"dateModified\":\"2026-09-14T09:46:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/qilimanjaro.tech\\\/hospital-del-mar-lays-the-groundwork-for-quantum\\\/\"},\"wordCount\":1122,\"image\":{\"@id\":\"https:\\\/\\\/qilimanjaro.tech\\\/hospital-del-mar-lays-the-groundwork-for-quantum\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/qilimanjaro.tech\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/01_Hospital_del_Mar_Simon_Garcia.jpg\",\"articleSection\":[\"Business\"],\"inLanguage\":\"ca\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/qilimanjaro.tech\\\/hospital-del-mar-lays-the-groundwork-for-quantum\\\/\",\"url\":\"https:\\\/\\\/qilimanjaro.tech\\\/hospital-del-mar-lays-the-groundwork-for-quantum\\\/\",\"name\":\"Hospital del Mar Lays the Groundwork for Quantum - 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