{"id":13348,"date":"2023-03-07T15:08:57","date_gmt":"2023-03-07T15:08:57","guid":{"rendered":"https:\/\/investcore.pl\/?post_type=project&#038;p=13348"},"modified":"2023-06-13T10:04:25","modified_gmt":"2023-06-13T10:04:25","slug":"rehabee","status":"publish","type":"project","link":"https:\/\/investcore.pl\/en\/project\/rehabee","title":{"rendered":"RehaBee &#8211; asystent rehabilitacji"},"content":{"rendered":"<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-image-block_7eabb944c00b965f39f92bcc95776788\" class=\"acf-block-image mt- mb- c-pt- c-pb- bg- position-relative overflow-hidden is-full\">\n    \n        \n        <figure class=\"acf-block-image__image\">\n\n            <img decoding=\"async\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_hero-4.png\" width=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_hero-4.png\" height=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_hero-4.png\" alt=\"\" loading=\"lazy\">\n\n            \n        <\/figure>\n\n                <\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-text-combo-columns-block_9e0a33c26d3a7fed98876db5a191d4d8\" class=\"acf-block-text-combo-columns c-mt-6 c-mb-6 position-relative\" data-anim=\"fade-in\">\n    <div class=\"container\">\n        <div class=\"row\">\n\n            \n                                                        <div class=\"col-md-8 mt-5\">\n                        <div class=\"h-100 d-flex flex-column none py-5 px-4\" >\n                            \n                                <h3>O projekcie<\/h3>\n\n                            \n                            \n                                <div class=\"entry-content mt-5\">\n                                    <p>RehaBee to asystent rehabilitacji, oparty na sztucznej inteligencji i rzeczywisto\u015bci rozszerzonej. Dzi\u0119ki aplikacji mobilnej RehaBee pacjent mo\u017ce wykonywa\u0107 \u0107wiczenia rehabilitacyjne w swoim w\u0142asnym domu, a aplikacja weryfikuje i ocenia poprawno\u015b\u0107 \u0107wicze\u0144 bezpo\u015brednio na obrazie z kamery urz\u0105dzenia. Zestaw \u0107wicze\u0144 przygotowywany jest indywidualnie dla ka\u017cdego pacjenta przez fizjoterapeut\u0119, za pomoc\u0105 dedykowanej aplikacji internetowej.<\/p>\n<p>Aplikacja asystenta rehabilitacji wykorzystuje <a href=\"https:\/\/investcore.pl\/sztuczna-inteligencja\">uczenie maszynowe<\/a>, <a href=\"https:\/\/investcore.pl\/rozpoznawanie-obrazow\">metody analizy obrazu<\/a> i ruchu oraz rozszerzon\u0105 rzeczywisto\u015b\u0107. W systemie zaimplementowana jest sie\u0107 neuronowa nauczona, by rozpoznawa\u0107 ludzk\u0105 sylwetk\u0119 na obrazie z kamery. Pacjent uruchamiaj\u0105c aplikacj\u0119 widzi zatem swoj\u0105 w\u0142asn\u0105 sylwetk\u0119 na obrazie kamery swojego smartfona i bezpo\u015brednio na ekranie otrzymuje wskaz\u00f3wki do \u0107wicze\u0144. Zbudowane przez nasz zesp\u00f3\u0142 algorytmy \u201et\u0142umacz\u0105\u201d kolejne kroki \u0107wicze\u0144 na regu\u0142y zrozumia\u0142e dla systemu, dzi\u0119ki czemu system prowadzi pacjenta przez \u0107wiczenia i pokazuje na ekranie bie\u017c\u0105c\u0105 ocen\u0119 poprawno\u015bci \u0107wicze\u0144. Aplikacja \u015bledzi na bie\u017c\u0105co ruch pacjenta na ekranie, por\u00f3wnuje go z wzorcem w algorytmie i ocenia poprawno\u015b\u0107 \u0107wicze\u0144. Na koniec sesji system podsumowuje wykonane \u0107wiczenia i wysy\u0142a raport poprawno\u015bci do fizjoterapeuty.<\/p>\n<p>Uzupe\u0142nieniem aplikacji dla pacjent\u00f3w jest tak\u017ce aplikacja internetowa dla fizjoterapeut\u00f3w. Dzi\u0119ki temu terapeuci mog\u0105 prowadzi\u0107 baz\u0119 swoich pacjent\u00f3w i uzyskuj\u0105 dost\u0119p do listy \u0107wicze\u0144, na podstawie kt\u00f3rych mog\u0105 uk\u0142ada\u0107 indywidualne zestawy dla pacjent\u00f3w, a p\u00f3\u017aniej modyfikowa\u0107 je w zale\u017cno\u015bci od wynik\u00f3w.<\/p>\n<p>Przeczytaj o technologiach u\u017cytych w RehaBee:<\/p>\n<p><span style=\"color: #275ce7;\"><a style=\"color: #275ce7;\" href=\"..\/swift\">Swift<\/a>\u00a0 \u00a0| \u00a0\u00a0<a style=\"color: #275ce7;\" href=\"..\/php\">PHP<\/a>\u00a0 \u00a0|\u00a0 \u00a0<a style=\"color: #275ce7;\" href=\"..\/react-js\">React.js<\/a><\/span><\/p>\n                                <\/div>\n\n                            \n                                                    <\/div>\n                    <\/div>\n                                                        <div class=\"col-md-4 mt-5\">\n                        <div class=\"h-100 d-flex flex-column bg-gray-light py-5 px-4\" >\n                            \n                                <h3>Us\u0142ugi<\/h3>\n\n                            \n                            \n                                <div class=\"entry-content mt-5\">\n                                    <ul>\n<li><a href=\"..\/aplikacje-mobilne\">Aplikacja mobilna<\/a><\/li>\n<li><a href=\"..\/analiza-biznesowa\">Analiza biznesowa<\/a><\/li>\n<li><a href=\"..\/projektowanie-ux\">Projektowanie UX\/UI<\/a><\/li>\n<li><a href=\"..\/prototypowanie\">Prototypowanie<\/a><\/li>\n<li><a href=\"..\/dobor-technologii\">Dob\u00f3r technologii<\/a><\/li>\n<li><a href=\"..\/sztuczna-inteligencja\">Sztuczna inteligencja<\/a><\/li>\n<li><a href=\"..\/rozpoznawanie-obrazow\">Rozpoznawanie obraz\u00f3w<\/a><\/li>\n<li><a href=\"..\/mlops\">MLOps<\/a><\/li>\n<\/ul>\n                                <\/div>\n\n                            \n                                                    <\/div>\n                    <\/div>\n                \n                    <\/div>\n    <\/div>\n\n    \n        \n        \n    \n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-title-with-ordered-content-columns-block_19b9a7b2181b3ee8c961ebfb1aa7ffef\" class=\"acf-block-title-with-ordered-content-columns c-mt- c-mb- c-pt- c-pb-\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n                            <div id=\"projekt-w-liczbach\">\n\n                    \n                    <div class=\"row justify-content-start align-items-center\">\n                        <div class=\"col-2 col-sm-1 col-lg-1 mb-5\">\n\n                            \n                                \n                                <div class=\"number-box number-box--big font-size-36 mr-4 fw-bold text-white bg-blue-mid d-inline-flex justify-content-center align-items-center\">\n                                01                            <\/div>\n\n                            \n                        <\/div>\n                        <div class=\"col-10 col-sm-10 ml-sm-4 ml-md-0 col-lg-10 mb-5\">\n\n                            \n                            \n                        <h3 class=\"text-\">\n                    <span class=\"text-default\">Projekt <\/span><span class=\"text-blue\">w liczbach<\/span>\n        <\/h3> \n\n        \n                        <\/div>\n\n                        \n                        <div class=\"offset-md-1 col-md-11 col-lg-10\">\n\n                            \n                            \n                                <div class=\"entry-content pb-6 text-justify\">\n                                    <p>W ramach projektu wykonali\u015bmy badania naukowe oraz <a href=\"https:\/\/investcore.pl\/warsztat-designu-uxworks\">badania u\u017cytkownik\u00f3w<\/a>, kt\u00f3re pozwala\u0142y na iteracyjne testowanie r\u00f3\u017cnych koncepcji. Zgodnie z procesem UCD (user centered design) prowadzili\u015bmy dok\u0142adne obserwacje, aby zrozumie\u0107 problemy obu grup docelowych, do kt\u00f3rych kierowany jest produkt. Stworzone wtedy r\u00f3\u017cne \u015bcie\u017cki u\u017cytkownik\u00f3w powsta\u0142y dzi\u0119ki wsp\u00f3\u0142pracy ze \u015brodowiskiem fizjoterapeut\u00f3w i obserwowaniu ich w codziennej pracy z pacjentami. Idee o najwi\u0119kszym potencjale by\u0142y <a href=\"https:\/\/investcore.pl\/prototypowanie\">prototypowane <\/a>i badane w naturalnym \u015brodowisku.<\/p>\n<p>Jednocze\u015bnie intensywnie analizowali\u015bmy r\u00f3\u017cnorodne technologie, kt\u00f3re potencjalnie mog\u0142y wesprze\u0107 klaruj\u0105c\u0105 si\u0119 koncepcj\u0119 systemu. Zbudowali\u015bmy nawet w\u0142asne stanowisko laboratoryjne, kt\u00f3re umo\u017cliwi\u0142o testowanie urz\u0105dze\u0144 i weryfikacj\u0119 pomys\u0142\u00f3w. Analiza techniczna uzupe\u0142ni\u0142a wiedz\u0119 zdobyt\u0105 podczas analizy biznesowej i systemowej oraz umo\u017cliwi\u0142a dob\u00f3r docelowej technologii.<\/p>\n                                <\/div>\n\n                            \n                            \n                        <\/div>\n                    <\/div>\n\n                \n                <\/div>\n\n                \n            \n        \n            <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n\n<\/div><\/div><\/div><\/div>\n<section id=\"acf-block-icon-grid-block_6a006d54c8a15e063154137240eb8f88\" class=\"acf-block-icon-grid c-pt-lg-7 c-pb-lg-7 position-relative\" data-anim=\"fade-in\">\n    <div class=\"container\">\n\n        \n        <div class=\"row justify-content-center list-unstyled px-3\">\n\n            \n            <div class=\"col-sm-6 col-lg-3 acf-block-icon-grid__wrapper d-flex flex-column my-5 z-index-1\">\n                <div class=\"d-flex justify-content-center\">\n                    <figure class=\"acf-block-icon-grid__icon-wrapper bg-gray-light\">\n\n                        \n                            <img loading=\"lazy\" decoding=\"async\" width=\"22\" height=\"22\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/07\/rocket.svg\" class=\"d-block h-100 w-100 lazyload adjustable-element\" alt=\"\" \/>\n                        \n                    <\/figure>\n                <\/div>\n\n                \n                    <h3 class=\"font-size-14 py-3 text-center fw-semibold\">\n\n                        2 lata\n                    <\/h3>\n\n                \n                \n                    <div class=\"entry-content font-size-14 text-center\">\n\n                        <p>prowadzili\u015bmy prace badawczo-rozwojowe<\/p>\n\n                    <\/div>\n\n                \n            <\/div>\n\n            \n            <div class=\"col-sm-6 col-lg-3 acf-block-icon-grid__wrapper d-flex flex-column my-5 z-index-1\">\n                <div class=\"d-flex justify-content-center\">\n                    <figure class=\"acf-block-icon-grid__icon-wrapper bg-gray-light\">\n\n                        \n                            <img loading=\"lazy\" decoding=\"async\" width=\"25\" height=\"25\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/08\/idea.svg\" class=\"d-block h-100 w-100 lazyload adjustable-element\" alt=\"\" \/>\n                        \n                    <\/figure>\n                <\/div>\n\n                \n                    <h3 class=\"font-size-14 py-3 text-center fw-semibold\">\n\n                        200+ pacjent\u00f3w\n                    <\/h3>\n\n                \n                \n                    <div class=\"entry-content font-size-14 text-center\">\n\n                        <p>wzi\u0119\u0142o udzia\u0142 w naszych badaniach<\/p>\n\n                    <\/div>\n\n                \n            <\/div>\n\n            \n            <div class=\"col-sm-6 col-lg-3 acf-block-icon-grid__wrapper d-flex flex-column my-5 z-index-1\">\n                <div class=\"d-flex justify-content-center\">\n                    <figure class=\"acf-block-icon-grid__icon-wrapper bg-gray-light\">\n\n                        \n                            <img loading=\"lazy\" decoding=\"async\" width=\"25\" height=\"25\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/08\/presentation.svg\" class=\"d-block h-100 w-100 lazyload adjustable-element\" alt=\"\" \/>\n                        \n                    <\/figure>\n                <\/div>\n\n                \n                    <h3 class=\"font-size-14 py-3 text-center fw-semibold\">\n\n                        14 specjalist\u00f3w\n                    <\/h3>\n\n                \n                \n                    <div class=\"entry-content font-size-14 text-center\">\n\n                        <p>z zakresu fizjoterapii opiniowa\u0142o nasz projekt<\/p>\n\n                    <\/div>\n\n                \n            <\/div>\n\n            \n            <div class=\"col-sm-6 col-lg-3 acf-block-icon-grid__wrapper d-flex flex-column my-5 z-index-1\">\n                <div class=\"d-flex justify-content-center\">\n                    <figure class=\"acf-block-icon-grid__icon-wrapper bg-gray-light\">\n\n                        \n                            <img loading=\"lazy\" decoding=\"async\" width=\"25\" height=\"25\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/08\/puzzle.svg\" class=\"d-block h-100 w-100 lazyload adjustable-element\" alt=\"\" \/>\n                        \n                    <\/figure>\n                <\/div>\n\n                \n                    <h3 class=\"font-size-14 py-3 text-center fw-semibold\">\n\n                        36 koncepcji\n                    <\/h3>\n\n                \n                \n                    <div class=\"entry-content font-size-14 text-center\">\n\n                        <p>testowali\u015bmy, aby wybra\u0107 t\u0119 najlepsz\u0105<\/p>\n\n                    <\/div>\n\n                \n            <\/div>\n\n            \n        <\/div>\n\n        \n    <\/div>\n\n    \n<\/section>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-title-with-ordered-content-columns-block_5d55bdb7ff86617d954088df8fd67810\" class=\"acf-block-title-with-ordered-content-columns c-mt- c-mb-6 c-pt- c-pb-\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n                            <div id=\"opis-problemu\">\n\n                    \n                    <div class=\"row justify-content-start align-items-center\">\n                        <div class=\"col-2 col-sm-1 col-lg-1 mb-5\">\n\n                            \n                                \n                                <div class=\"number-box number-box--big font-size-36 mr-4 fw-bold text-white bg-blue-mid d-inline-flex justify-content-center align-items-center\">\n                                02                            <\/div>\n\n                            \n                        <\/div>\n                        <div class=\"col-10 col-sm-10 ml-sm-4 ml-md-0 col-lg-10 mb-5\">\n\n                            \n                            \n                        <h3 class=\"text-\">\n                    <span class=\"text-default\">Opis <\/span><span class=\"text-blue\">problemu<\/span>\n        <\/h3> \n\n        \n                        <\/div>\n\n                        \n                        <div class=\"offset-md-1 col-md-11 col-lg-10\">\n\n                            \n                            \n                                <div class=\"entry-content pb-6 text-justify\">\n                                    <p><strong><span style=\"color: #275ce7;\">Pocz\u0105tkow\u0105 ide\u0105<\/span><\/strong>, z jak\u0105 przyst\u0105pili\u015bmy do projektu, by\u0142o uatrakcyjnienie \u0107wicze\u0144 rehabilitacyjnych poprzez wirtualn\u0105 rzeczywisto\u015b\u0107. Wiedzieli\u015bmy, \u017ce przeci\u0119tny pacjent zazwyczaj niewiele \u0107wiczy w domu i chcieli\u015bmy stworzy\u0107 narz\u0119dzie, kt\u00f3re sprawi \u017ce \u0107wiczenia b\u0119d\u0105 ciekawsze i bardziej zach\u0119caj\u0105ce. Szybko jednak okaza\u0142o si\u0119, \u017ce animacje i atrakcyjna oprawa graficzna to najmniej wa\u017cny aspekt do usprawnienia domowej rehabilitacji. Podczas bada\u0144 odkryli\u015bmy <span style=\"color: #275ce7;\"><strong>wiele pilniejszych problem\u00f3w<\/strong> <\/span>pacjent\u00f3w.<\/p>\n<p>Okaza\u0142o si\u0119, \u017ce ok. <span style=\"color: #275ce7;\"><strong>60-65% pacjent\u00f3w nie \u0107wiczy w domu<\/strong><\/span>. Dzieje si\u0119 tak, poniewa\u017c ludzie zaj\u0119ci swoimi codziennymi sprawami nie pami\u0119taj\u0105 listy \u0107wicze\u0144, nie wiedz\u0105 jak wykona\u0107 te \u0107wiczenia i bez pomocy fizjoterapeuty nie potrafi\u0105 oceni\u0107, czy \u0107wicz\u0105 poprawnie. Bardzo cz\u0119sto pojawia si\u0119 te\u017c b\u00f3l, kt\u00f3ry uniemo\u017cliwia dalsze \u0107wiczenie. To wszystko powoduje porzucenie \u0107wicze\u0144. Niestety, jest to b\u0142\u0119dne ko\u0142o, poniewa\u017c <strong><span style=\"color: #275ce7;\">brak regularnych \u0107wicze\u0144<\/span> <\/strong>niweczy efekty wypracowane przez terapeut\u0119 w gabinecie. Jednocze\u015bnie wiedzieli\u015bmy doskonale, \u017ce czas oczekiwania na zabiegi w ramach NFZ jest d\u0142ugi, a pacjentom brakuje mo\u017cliwo\u015bci szybkiej konsultacji i cz\u0119stszego kontaktu z fizjoterapeut\u0105.<\/p>\n<p>Na list\u0119 zidentyfikowanych problem\u00f3w wpisali\u015bmy zatem:<\/p>\n<ul>\n<li>trudno\u015bci w zapami\u0119tywaniu \u0107wicze\u0144<\/li>\n<li>niezrozumienie i niech\u0119tna akceptacja procesu rehabilitacji<\/li>\n<li>strach i obaw\u0119 przed sam\u0105 terapi\u0105<\/li>\n<li>d\u0142ugi czas oczekiwania na rehabilitacj\u0119<\/li>\n<li>brak dedykowanych zabieg\u00f3w w ramach rehabilitacji NFZ<\/li>\n<li>brak szybkich efekt\u00f3w rehabilitacji<\/li>\n<\/ul>\n                                <\/div>\n\n                            \n                            \n                        <\/div>\n                    <\/div>\n\n                \n                <\/div>\n\n                \n            \n        \n            <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-title-with-ordered-content-columns-block_b51295bcaa47e34b10ffab3216805711\" class=\"acf-block-title-with-ordered-content-columns c-mt- c-mb-6 c-pt- c-pb-\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n                            <div id=\"cele-i-wyzwania\">\n\n                    \n                    <div class=\"row justify-content-start align-items-center\">\n                        <div class=\"col-2 col-sm-1 col-lg-1 mb-5\">\n\n                            \n                                \n                                <div class=\"number-box number-box--big font-size-36 mr-4 fw-bold text-white bg-blue-mid d-inline-flex justify-content-center align-items-center\">\n                                03                            <\/div>\n\n                            \n                        <\/div>\n                        <div class=\"col-10 col-sm-10 ml-sm-4 ml-md-0 col-lg-10 mb-5\">\n\n                            \n                            \n                        <h3 class=\"text-\">\n                    <span class=\"text-default\">Cele i <\/span><span class=\"text-blue\">wyzwania<\/span>\n        <\/h3> \n\n        \n                        <\/div>\n\n                        \n                        <div class=\"offset-md-1 col-md-11 col-lg-10\">\n\n                            \n                            \n                                <div class=\"entry-content pb-6 text-justify\">\n                                    <p>Tak du\u017ca lista problem\u00f3w powoduje, \u017ce proces rehabilitacji wyd\u0142u\u017ca si\u0119, staje si\u0119 mniej efektywny, cia\u0142o nie wraca do pe\u0142nej sprawno\u015bci, a b\u00f3l pojawia si\u0119 ponownie. Pacjent <strong><span style=\"color: #275ce7;\">niezadowolony z efekt\u00f3w<\/span><\/strong> zaczyna odczuwa\u0107 frustracj\u0119 i jeszcze bardziej <span style=\"color: #275ce7;\"><strong>traci motywacj\u0119<\/strong><\/span> do w\u0142a\u015bciwego zako\u0144czenia terapii. Na tej podstawie sformu\u0142owali\u015bmy potrzeby, kt\u00f3re nale\u017ca\u0142o spe\u0142ni\u0107 za pomoc\u0105 powstaj\u0105cego narz\u0119dzia:<\/p>\n<ul>\n<li>szybki kontakt z fizjoterapeut\u0105<\/li>\n<li>zmniejszenie ilo\u015bci wizyt w gabinecie<\/li>\n<li>zestaw \u0107wicze\u0144 wraz z instrukcj\u0105 jak je wykonywa\u0107<\/li>\n<li>system motywacji do \u0107wicze\u0144<\/li>\n<li>weryfikacja poprawno\u015bci wykonania \u0107wicze\u0144<\/li>\n<\/ul>\n<p>Wiedzieli\u015bmy wi\u0119c, \u017ce musimy stworzy\u0107 narz\u0119dzie, kt\u00f3re b\u0119dzie nie tylko <span style=\"color: #275ce7;\"><strong>pomaga\u0107 pacjentom<\/strong><\/span> w wykonaniu \u0107wicze\u0144, ale tak\u017ce <span style=\"color: #275ce7;\"><strong>uczy\u0107<\/strong> <\/span>ich prawid\u0142owego sposobu \u0107wiczenia, <strong><span style=\"color: #275ce7;\">weryfikowa\u0107 efekty<\/span><\/strong> i przede wszystkim <strong><span style=\"color: #275ce7;\">motywowa\u0107<\/span> <\/strong>do kontynuowania fizjoterapii domowej. Wyzwaniem by\u0142 dob\u00f3r technologii, kt\u00f3ra odpowiednio wesprze za\u0142o\u017cone cele, a przy tym zapewni mo\u017cliwie <strong><span style=\"color: #275ce7;\">niski koszt<\/span><\/strong> stanowiska rehabilitacji i jego <strong><span style=\"color: #275ce7;\">\u0142atw\u0105 dost\u0119pno\u015b\u0107<\/span><\/strong>. Oczywiste by\u0142o, \u017ce je\u017celi pacjent ma \u0107wiczy\u0107 w swoim domu, to nie mo\u017cna zmusza\u0107 go do instalacji specjalistycznego sprz\u0119tu i wydawania olbrzymich sum pieniedzy.<\/p>\n                                <\/div>\n\n                            \n                            \n                        <\/div>\n                    <\/div>\n\n                \n                <\/div>\n\n                \n            \n        \n            <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-image-block_4bc456f535c792c9cde103203df389e2\" class=\"acf-block-image mt-0 mb-0 c-pt-0 c-pb-0 bg- position-relative overflow-hidden is-full\">\n    \n        \n        <figure class=\"acf-block-image__image\">\n\n            <img decoding=\"async\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_02.svg\" width=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_02.svg\" height=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_02.svg\" alt=\"\" loading=\"lazy\">\n\n            \n        <\/figure>\n\n                <\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-title-with-ordered-content-columns-block_afaaf4c5c619f38263ef1547f9853117\" class=\"acf-block-title-with-ordered-content-columns c-mt-6 c-mb-6 c-pt- c-pb-\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n                            <div id=\"rozwiazanie\">\n\n                    \n                    <div class=\"row justify-content-start align-items-center\">\n                        <div class=\"col-2 col-sm-1 col-lg-1 mb-5\">\n\n                            \n                                \n                                <div class=\"number-box number-box--big font-size-36 mr-4 fw-bold text-white bg-blue-mid d-inline-flex justify-content-center align-items-center\">\n                                05                            <\/div>\n\n                            \n                        <\/div>\n                        <div class=\"col-10 col-sm-10 ml-sm-4 ml-md-0 col-lg-10 mb-5\">\n\n                            \n                            \n                        <h3 class=\"text-\">\n                    <span class=\"text-default\">Rozwi\u0105zanie<\/span>\n        <\/h3> \n\n        \n                        <\/div>\n\n                        \n                        <div class=\"offset-md-1 col-md-11 col-lg-10\">\n\n                            \n                            \n                                <div class=\"entry-content pb-6 text-justify\">\n                                    <p>Po wielu miesi\u0105cach test\u00f3w i bardzo g\u0142\u0119bokiego researchu technologii opracowali\u015bmy wreszcie koncepcj\u0119 opart\u0105 na <a href=\"https:\/\/investcore.pl\/sztuczna-inteligencja\"><span style=\"color: #275ce7;\"><strong>sztucznej inteligencji<\/strong><\/span><\/a> i <strong><span style=\"color: #275ce7;\">rzeczywisto\u015bci rozszerzonej<\/span><\/strong>. Wiedz\u0105c, \u017ce w obecnych czasach ka\u017cdy ma w kieszeni smartfona, zdecydowali\u015bmy si\u0119 na <a href=\"https:\/\/investcore.pl\/aplikacje-mobilne\"><strong><span style=\"color: #275ce7;\">technologie mobilne<\/span><\/strong><\/a>. Upro\u015bci\u0142o to tak\u017ce spos\u00f3b wizualizacji \u0107wicze\u0144, poniewa\u017c mo\u017cna by\u0142o wykorzysta\u0107 do tego celu wbudowan\u0105 w ka\u017cde urz\u0105dzenie kamer\u0119.<\/p>\n<p>Stworzyli\u015bmy wi\u0119c asystenta rehabilitacji w formie <strong><span style=\"color: #275ce7;\"><a href=\"https:\/\/investcore.pl\/aplikacje-mobilne\">aplikacji mobilnej<\/a> dla pacjent\u00f3w<\/span><\/strong>, do kt\u00f3rej przesy\u0142any jest plan rehabilitacji stworzony przez fizjoterapeut\u0119. Ju\u017c po pierwszej wizycie w gabinecie pacjent mo\u017ce otrzyma\u0107 sw\u00f3j spersonalizowany zestaw \u0107wicze\u0144 od specjalisty. Jak to dzia\u0142a?<\/p>\n<ul>\n<li>Wykorzystujemy sie\u0107 neuronow\u0105 nauczon\u0105, by <strong><span style=\"color: #275ce7;\">rozpoznawa\u0107 ludzk\u0105 sylwetk\u0119 na obrazie z kamery<\/span><\/strong><\/li>\n<li>Za pomoc\u0105 kamery <span style=\"color: #275ce7;\"><strong>mapujemy sylwetk\u0119 pacjenta<\/strong><\/span> i wy\u015bwietlamy na ekranie jej model z\u0142o\u017cony z 16 newralgicznych punkt\u00f3w<\/li>\n<li>Uruchamiamy <strong><span style=\"color: #275ce7;\">kolejne \u0107wiczenia wed\u0142ug listy<\/span><\/strong> stworzonej przez fizjoterapeut\u0119<\/li>\n<li>Wykorzystujemy autorskie <strong><span style=\"color: #275ce7;\">algorytmy, kt\u00f3re \u201et\u0142umacz\u0105\u201d kolejne kroki \u0107wicze\u0144<\/span><\/strong> na regu\u0142y zrozumia\u0142e dla systemu<\/li>\n<li>Prowadzimy pacjenta przez \u0107wiczenia za pomoc\u0105 interfejsu graficznego i <strong><span style=\"color: #275ce7;\">wy\u015bwietlamy proste instrukcje<\/span><\/strong> bezpo\u015brednio na sylwetce pacjenta<\/li>\n<li>Analizujemy <span style=\"color: #275ce7;\"><strong>na bie\u017c\u0105co ruch pacjenta<\/strong><\/span> na ekranie, por\u00f3wnujemy go z wzorcem w algorytmie i oceniamy poprawno\u015b\u0107 \u0107wicze\u0144<\/li>\n<li>Podsumowujemy wykonane \u0107wiczenia i <strong><span style=\"color: #275ce7;\">wysy\u0142amy raport poprawno\u015bci<\/span> <\/strong>do fizjoterapeuty, nie nagrywaj\u0105c pacjenta<\/li>\n<\/ul>\n                                <\/div>\n\n                            \n                            \n                        <\/div>\n                    <\/div>\n\n                \n                <\/div>\n\n                \n            \n        \n            <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-clients-and-products-block_418583f841ca7c11ef7c85bb43a1a7d7\" class=\"acf-block-clients-and-products c-pt-8 c-pb-8 bg-blue-light\" data-anim=\"fade-in\">\n    <div class=\"container\">\n\n        \n        \n        \n        \n        \n    <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-title-with-ordered-content-columns-block_7286ff306f6ce4fddee4999e6edb96e3\" class=\"acf-block-title-with-ordered-content-columns c-mt-6 c-mb-0 c-pt- c-pb-\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n                            <div id=\"aplikacja\">\n\n                    \n                    <div class=\"row justify-content-start align-items-center\">\n                        <div class=\"col-2 col-sm-1 col-lg-1 mb-5\">\n\n                            \n                                \n                                <div class=\"number-box number-box--big font-size-36 mr-4 fw-bold text-white bg-blue-mid d-inline-flex justify-content-center align-items-center\">\n                                06                            <\/div>\n\n                            \n                        <\/div>\n                        <div class=\"col-10 col-sm-10 ml-sm-4 ml-md-0 col-lg-10 mb-5\">\n\n                            \n                            \n                        <h3 class=\"text-\">\n                    <span class=\"text-default\">Aplikacja<\/span>\n        <\/h3> \n\n        \n                        <\/div>\n\n                        \n                        <div class=\"offset-md-1 col-md-11 col-lg-10\">\n\n                            \n                            \n                                <div class=\"entry-content pb-6 text-justify\">\n                                    <p>Aplikacja dla pacjent\u00f3w w wersji alpha powsta\u0142a z wykorzystaniem j\u0119zyka <span style=\"color: #275ce7;\"><strong><a style=\"color: #275ce7;\" href=\"https:\/\/investcore.pl\/swift\">Swift<\/a> <\/strong><\/span>i przeznaczona jest na urz\u0105dzenia z systemem operacyjnym iOS. Dzi\u0119ki temu, aplikacja mo\u017ce wykorzystywa\u0107 modu\u0142 <strong><span style=\"color: #275ce7;\">ARKit 2.0<\/span><\/strong> firmy Apple, wbudowany w najnowsze systemy operacyjne spod znaku jab\u0142ka. Dla starszych urz\u0105dze\u0144, niewyposa\u017conych w ten modu\u0142, przewidzieli\u015bmy alternatyw\u0119 w postaci biblioteki <strong><span style=\"color: #275ce7;\">Fritz.ai<\/span><\/strong>, dzia\u0142aj\u0105cej niemal identycznie i maj\u0105cej bardzo zbli\u017cony zakres funkcjonalny. System RehaBee przy starcie rozpoznaje na jakim urz\u0105dzeniu zosta\u0142 uruchomiony i w zale\u017cno\u015bci od wersji prze\u0142\u0105cza si\u0119 na jedn\u0105 z dw\u00f3ch bibliotek: ARKit lub Fritz. Zadbali\u015bmy przy tym o w\u0142a\u015bciw\u0105 u\u017cyteczno\u015b\u0107 rozwi\u0105zania. U\u017cytkownik nie zauwa\u017ca \u017cadnej zmiany, poniewa\u017c ca\u0142y proces odbywa si\u0119 w tle, a system dzia\u0142a identycznie niezale\u017cnie od zastosowanej biblioteki.<\/p>\n<p>Aplikacja mobilna RehaBee dzia\u0142a w taki spos\u00f3b, aby umo\u017cliwi\u0107 wykonanie \u0107wicze\u0144 szybko i \u0142atwo. Po zalogowaniu, bezpo\u015brednio na ekranie startowym umieszczamy <strong><span style=\"color: #275ce7;\">odpowiedni zestaw \u0107wicze\u0144<\/span><\/strong>, jaki u\u017cytkownik powinien wykona\u0107 danego dnia. Dodatkowo, pacjent mo\u017ce zapozna\u0107 si\u0119 ze <strong><span style=\"color: #275ce7;\">opisami \u0107wicze\u0144<\/span><\/strong>, <strong><span style=\"color: #275ce7;\">filmami instrukta\u017cowymi<\/span><\/strong> oraz testowo wykona\u0107 zlecone mu \u0107wiczenia, aby sprawdzi\u0107 jak sobie z nimi radzi. Po uruchomieniu zestawu \u0107wicze\u0144, aplikacja <span style=\"color: #275ce7;\"><strong>wy\u015bwietla na ekranie obraz z kamery<\/strong><\/span>, <strong><span style=\"color: #275ce7;\">zarysowuje model sylwetki pacjenta<\/span><\/strong> i <strong><span style=\"color: #275ce7;\">pokazuje wskaz\u00f3wki dla kolejnych \u0107wicze\u0144<\/span><\/strong> bezpo\u015brednio na ekranie. Jednocze\u015bnie, zadbali\u015bmy r\u00f3wnie\u017c o odpowiednie przerwy mi\u0119dzy \u0107wiczeniami oraz mo\u017cliwo\u015b\u0107 pauzowania lub ca\u0142kowitego zatrzymania \u0107wicze\u0144 w przypadku problem\u00f3w.<\/p>\n<p>Po zako\u0144czeniu zestawu, fizjoterapeuta otrzymuje raport z \u0107wicze\u0144, dzi\u0119ki czemu wie, kt\u00f3re \u0107wiczenia pacjent wykona\u0142 poprawnie, a z kt\u00f3rymi mia\u0142 problemy. Co bardzo wa\u017cne, <strong><span style=\"color: #275ce7;\">nie nagrywamy pacjent\u00f3w<\/span><\/strong>, wiedz\u0105c \u017ce prywatno\u015b\u0107 i bezpiecze\u0144stwo to kluczowy aspekt, zw\u0142aszcza dla os\u00f3b ze schorzeniami, \u0107wicz\u0105cych we w\u0142asnych domach. Istotne jest r\u00f3wnie\u017c to, \u017ce ca\u0142y<span style=\"color: #275ce7;\"><strong> proces \u0107wicze\u0144 odbywa si\u0119 offline<\/strong><\/span>, co pozwala \u0107wiczy\u0107 niemal w ka\u017cdych warunkach.<\/p>\n                                <\/div>\n\n                            \n                            \n                        <\/div>\n                    <\/div>\n\n                \n                <\/div>\n\n                \n            \n        \n            <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-image-block_025f6fff703e7f2825afeef5ac956948\" class=\"acf-block-image mt-0 mb-0 c-pt-0 c-pb-0 bg- position-relative overflow-hidden is-full\">\n    \n        \n        <figure class=\"acf-block-image__image\">\n\n            <img decoding=\"async\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_03-1.png\" width=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_03-1.png\" height=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_03-1.png\" alt=\"\" loading=\"lazy\">\n\n            \n        <\/figure>\n\n                <\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-title-with-ordered-content-columns-block_d9eca1b829c7b1e1b4f546476f76886f\" class=\"acf-block-title-with-ordered-content-columns c-mt-0 c-mb-8 c-pt- c-pb-\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n                            <div id=\"podsumowanie\">\n\n                    \n                    <div class=\"row justify-content-start align-items-center\">\n                        <div class=\"col-2 col-sm-1 col-lg-1 mb-5\">\n\n                            \n                                \n                                <div class=\"number-box number-box--big font-size-36 mr-4 fw-bold text-white bg-blue-mid d-inline-flex justify-content-center align-items-center\">\n                                07                            <\/div>\n\n                            \n                        <\/div>\n                        <div class=\"col-10 col-sm-10 ml-sm-4 ml-md-0 col-lg-10 mb-5\">\n\n                            \n                            \n                        <h3 class=\"text-\">\n                    <span class=\"text-default\">Podsumowanie<\/span>\n        <\/h3> \n\n        \n                        <\/div>\n\n                        \n                        <div class=\"offset-md-1 col-md-11 col-lg-10\">\n\n                            \n                            \n                                <div class=\"entry-content pb-6 text-justify\">\n                                    <p>RehaBee to innowacyjna aplikacja do rehabilitacji, oparta na technologiach AI i rzeczywisto\u015bci rozszerzonej. Umo\u017cliwia pacjentom wykonywanie \u0107wicze\u0144 rehabilitacyjnych w domu, oceniaj\u0105c ich poprawno\u015b\u0107 na podstawie obrazu z kamery urz\u0105dzenia. Zestawy \u0107wicze\u0144 s\u0105 personalizowane przez fizjoterapeut\u0119 dla ka\u017cdego pacjenta za pomoc\u0105 dedykowanej aplikacji internetowej. Aplikacja korzysta z uczenia maszynowego, analizy obrazu i ruchu oraz rzeczywisto\u015bci rozszerzonej.<\/p>\n<p>System RehaBee wykorzystuje sie\u0107 neuronow\u0105 do rozpoznawania ludzkiej sylwetki, a algorytmy stworzone przez zesp\u00f3\u0142 projektu t\u0142umacz\u0105 instrukcje \u0107wicze\u0144 na j\u0119zyk zrozumia\u0142y dla systemu. Po zako\u0144czeniu sesji \u0107wicze\u0144, system podsumowuje wyniki i wysy\u0142a raport do fizjoterapeuty. Ponadto, terapeuci maj\u0105 dost\u0119p do specjalnej aplikacji webowej, kt\u00f3ra pozwala im zarz\u0105dza\u0107 baz\u0105 pacjent\u00f3w i dostosowywa\u0107 zestawy \u0107wicze\u0144 w zale\u017cno\u015bci od post\u0119p\u00f3w pacjent\u00f3w.<\/p>\n<p>Projekt RehaBee zosta\u0142 opracowany w oparciu o dog\u0142\u0119bne badania, kt\u00f3re uwzgl\u0119dnia\u0142y analiz\u0119 potrzeb u\u017cytkownik\u00f3w, ocen\u0119 technologii i iteracyjne testowanie koncepcji. System ma na celu rozwi\u0105zanie wielu problem\u00f3w zwi\u0105zanych z domow\u0105 rehabilitacj\u0105, takich jak trudno\u015bci w zapami\u0119tywaniu \u0107wicze\u0144, brak dost\u0119pu do szybkich konsultacji z terapeutami, czy brak motywacji do \u0107wicze\u0144.<\/p>\n<p>Aplikacja mobilna RehaBee zosta\u0142a stworzona w j\u0119zyku Swift dla urz\u0105dze\u0144 z systemem iOS. Wykorzystuje technologi\u0119 ARKit 2.0 od Apple lub alternatywn\u0105 bibliotek\u0119 Fritz.ai dla starszych urz\u0105dze\u0144. Po zalogowaniu, pacjent ma na ekranie startowym zestaw \u0107wicze\u0144 na dany dzie\u0144, instrukcje oraz filmy instrukta\u017cowe. Po zako\u0144czeniu zestawu \u0107wicze\u0144, aplikacja generuje raport, kt\u00f3ry jest przesy\u0142any do fizjoterapeuty.<\/p>\n                                <\/div>\n\n                            \n                            \n                        <\/div>\n                    <\/div>\n\n                \n                <\/div>\n\n                \n            \n        \n            <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-image-block_14f338e55419da9bcac800b9ab2a3d40\" class=\"acf-block-image mt-0 mb-0 c-pt-0 c-pb-0 bg- position-relative overflow-hidden is-full\">\n    \n        \n        <figure class=\"acf-block-image__image\">\n\n            <img decoding=\"async\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_04-1.png\" width=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_04-1.png\" height=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/RehaBee_04-1.png\" alt=\"\" loading=\"lazy\">\n\n            \n        <\/figure>\n\n                <\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n<\/div><\/div><\/div><\/div>\n<div id=\"acf-block-case-studies-block_cb9fb690967fe7c374223ffefa963fce\" class=\"acf-block-case-studies c-mt-0 c-mb-0 c-pt-8 c-pb-8 bg-gray-light\">\n    <div class=\"container\" data-anim=\"fade-in\">\n\n        \n        \n            <div class=\"row justify-content-center\">\n                <div class=\"col-md-11 col-lg-9 col-xl-8\">\n\n                                                        <div class=\"mb-5\">\n                                \n                                <h2 class=\"text-center\">\n                            <span class=\"text-default\">Poznaj nasze <\/span><span class=\"text-blue\">inne projekty<\/span>\n        <\/h2> \n\n                    <\/div>\n        \n                    \n                        <div class=\"entry-content font-size-16\">\n                            <p style=\"text-align: center;\">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Rutrum est dictum ullamcorper a ultrices commodo leo. Eget ultricies vitae congue lectus. Ultrices nec in commodo commodo sem nam sollicitudin volutpat. Dolor quis bibendum aliquam sit id feugiat non pellentesque in. At risus tellus aliquam magna et.<\/p>\n                        <\/div>\n\n                    \n                <\/div>\n            <\/div>\n                \n            <div class=\"row justify-content-center\">\n\n                                        <div class=\"col-md-6 mt-6\">\n                            \n<a href=\"https:\/\/investcore.pl\/en\/project\/milgeomed\" class=\"archive-projects__single box-link d-flex flex-column border border-gray-mid bg-white text-black\" >\n            <div class=\"job-offer-preview__title-wrapper overflow-hidden\">\n                        <img loading=\"lazy\" decoding=\"async\" width=\"648\" height=\"304\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-648x304.jpg\" class=\"lazyload\" alt=\"\" data-lazy=\"true\" srcset=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-648x304.jpg 648w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-1536x720.jpg 1536w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-14x7.jpg 14w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-28x13.jpg 28w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-15x7.jpg 15w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-30x14.jpg 30w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-42x20.jpg 42w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-84x39.jpg 84w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-52x24.jpg 52w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-104x49.jpg 104w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-56x26.jpg 56w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-112x53.jpg 112w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-70x33.jpg 70w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-140x66.jpg 140w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-80x38.jpg 80w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-160x75.jpg 160w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-424x199.jpg 424w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-848x398.jpg 848w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-1260x591.jpg 1260w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-600x281.jpg 600w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-1200x563.jpg 1200w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-1320x619.jpg 1320w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1-1296x608.jpg 1296w, https:\/\/investcore.pl\/wp-content\/uploads\/2022\/02\/milgeomed_home_thumb-1.jpg 1920w\" sizes=\"auto, (max-width: 648px) 100vw, 648px\" \/>        <\/div>\n        <div class=\"p-4 pb-5 archive-projects__single-content\">\n        <h3 class=\"h4 pb-3\">Milgeomed<\/h3>\n                    <div class=\"entry-content mb-3\">\n                <p>Inteligentny, zintegrowany system do lokalizacji, wst\u0119pnej oceny i pomocy medycznej poszkodowanym na polu walki wykorzystuj\u0105cy geoinformacje i sensory biomedyczne.<\/p>\n            <\/div>\n                <div class=\"d-flex justify-content-end mt-auto pt-3\">\n            <span class=\"crunch-button crunch-button__text-only crunch-button__text-only--with-arrow crunch-button__text-only--small crunch-button__text-only--black-color fw-bold ml-auto\">\n                Zobacz            <\/span>\n        <\/div>\n    <\/div>\n<\/a>\n                        <\/div>\n                                            <div class=\"col-md-6 mt-6\">\n                            \n<a href=\"https:\/\/investcore.pl\/en\/project\/eportal\" class=\"archive-projects__single box-link d-flex flex-column border border-gray-mid bg-white text-black\" >\n            <div class=\"job-offer-preview__title-wrapper overflow-hidden\">\n                        <img loading=\"lazy\" decoding=\"async\" width=\"648\" height=\"332\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-648x332.png\" class=\"lazyload\" alt=\"\" data-lazy=\"true\" srcset=\"https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-648x332.png 648w, https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-1536x787.png 1536w, 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https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-600x307.png 600w, https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-1200x615.png 1200w, https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-1320x676.png 1320w, https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-1920x984.png 1920w, https:\/\/investcore.pl\/wp-content\/uploads\/2023\/03\/case_study_thumbnail_eportal-1-1296x664.png 1296w\" sizes=\"auto, (max-width: 648px) 100vw, 648px\" \/>        <\/div>\n        <div class=\"p-4 pb-5 archive-projects__single-content\">\n        <h3 class=\"h4 pb-3\">ePortal<\/h3>\n                    <div class=\"entry-content mb-3\">\n                <p>System elektronicznych us\u0142ug medycznych dla pacjent\u00f3w i personelu szpitalnego, wdro\u017cony w r\u00f3\u017cnych konfiguracjach w kilkunastu plac\u00f3wkach medycznych w Polsce. <\/p>\n            <\/div>\n                <div class=\"d-flex justify-content-end mt-auto pt-3\">\n            <span class=\"crunch-button crunch-button__text-only crunch-button__text-only--with-arrow crunch-button__text-only--small crunch-button__text-only--black-color fw-bold ml-auto\">\n                Zobacz            <\/span>\n        <\/div>\n    <\/div>\n<\/a>\n                        <\/div>\n                    \n            <\/div>\n\n        \n        \n    <\/div>\n<\/div>\n\n<div class=\"container\"><div class=\"row\"><div class=\"col-lg-10 offset-lg-1 mx-auto z-index-1\"><div class=\"entry-content\">\n\n\n<div id=\"acf-block-spacer-block_3258bf0488180df6f08128bbde477885\" class=\"pt-8\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1321\" height=\"128\" src=\"https:\/\/investcore.pl\/wp-content\/uploads\/2022\/01\/POZIOM-KOLOR-RPOFLAGA-RPMAZOWSZEEFRR-1.png\" alt=\"\" class=\"wp-image-1675\" 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