{"id":1975,"date":"2024-05-16T11:41:13","date_gmt":"2024-05-16T09:41:13","guid":{"rendered":"https:\/\/www.daphos.ai\/data-warehouse\/"},"modified":"2024-07-16T15:11:21","modified_gmt":"2024-07-16T13:11:21","slug":"data-warehouse","status":"publish","type":"page","link":"https:\/\/www.daphos.ai\/en\/data-warehouse\/","title":{"rendered":"Data Warehouse"},"content":{"rendered":"

[et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”Section” _builder_version=”4.24.2″ _module_preset=”default” background_enable_color=”off” custom_padding_tablet=”” custom_padding_phone=”0px||||false|false” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row column_structure=”3_5,2_5″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”3_5″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.24.2″ _module_preset=”2336077b-42c7-4650-bfb2-a0f6209018b9″ header_2_font_size=”27px” custom_margin=”43px||13px|||” custom_margin_tablet=”72px||13px|||” custom_margin_phone=”20px||13px||false|false” custom_margin_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

DaphOS Data Warehouse<\/h2>\n

[\/et_pb_text][dipi_text_highlighter text_highlighter_text=”Unique reference dataset” text_highlighter_suffix=”to support management decisions” highlight_shape=”bracket-2″ text_direction=”inline” highlight_animation_repeat_mode=”definite” highlight_animation_count_mode=”cumulative” highlight_animation_repeat_counts=”1″ _builder_version=”4.24.2″ _module_preset=”default” all_text_text_align=”left” all_text_font_size=”36px” all_text_line_height=”1.4em” custom_margin=”||1px|||” all_text_font_size_tablet=”36px” all_text_font_size_phone=”30px” all_text_font_size_last_edited=”on|phone” global_colors_info=”{}”][\/dipi_text_highlighter][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” text_font_size=”22px” custom_margin=”-11px|||||” custom_margin_tablet=”-11px|||||” custom_margin_phone=”0px||||false|false” custom_margin_last_edited=”on|phone” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

For more than 10 years<\/strong>, we have been collecting and structuring anonymized reference data<\/strong> from the healthcare sector in our in-house data warehouse<\/strong>. Today, our customers can use this data for both benchmarking and AI training purposes<\/strong>.<\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=”2_5″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/www.daphos.ai\/wp-content\/uploads\/2024\/06\/datawarehouse-grafik-tmp-4.2.png” title_text=”datawarehouse graphics tmp 4.2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][dipi_divider content_type=”icon” content_icon=”||fa||900″ content_icon_color=”#FFBA08″ content_width=”31px” first_decoration_line_color=”#FFBA08″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][\/dipi_divider][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_4,1_4,1_4,1_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Organizational units in the acute area” number=”2000+” percent_sign=”off” _builder_version=”4.24.2″ _module_preset=”default” title_line_height=”1.3em” number_font_size=”69px” locked=”off” global_colors_info=”{}”][\/et_pb_number_counter][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Organizational units in long-term care” number=”200+” percent_sign=”off” _builder_version=”4.24.2″ _module_preset=”default” title_line_height=”1.3em” number_font_size=”69px” global_colors_info=”{}”][\/et_pb_number_counter][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Healthcare facilities” number=”150+” percent_sign=”off” _builder_version=”4.24.2″ _module_preset=”default” title_line_height=”1.3em” number_font_size=”69px” locked=”off” global_colors_info=”{}”][\/et_pb_number_counter][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Organizational units in the rehab area” number=”50+” percent_sign=”off” _builder_version=”4.24.2″ _module_preset=”default” title_line_height=”1.3em” number_font_size=”69px” locked=”off” global_colors_info=”{}”][\/et_pb_number_counter][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”Section” _builder_version=”4.24.2″ _module_preset=”default” custom_padding=”10px|||||” custom_padding_tablet=”10px|||||” custom_padding_phone=”10px||0px||false|false” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row column_structure=”1_2,1_2″ custom_padding_last_edited=”on|phone” _builder_version=”4.24.2″ _module_preset=”default” custom_padding_tablet=”” custom_padding_phone=”0px||||false|false” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” custom_margin=”78px||3px|||” custom_margin_tablet=”110px||23px|||” custom_margin_phone=”0px||23px||false|false” custom_margin_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

Everyone knows the famous saying: “Garbage in – garbage out”<\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

Or in other words: AI models are only as good as the data they are “trained” with<\/strong>. The better this“training data<\/strong>“, the more reliable<\/strong> and robust<\/strong> the results of the AI models will be. Our customers benefit from our quality-assured<\/strong> and constantly growing reference data set<\/strong>.<\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][dipi_image_mask image=”https:\/\/www.daphos.ai\/wp-content\/uploads\/2024\/06\/Trainingsdaten.jpg” shape=”Shape3″ shape_rotate=”339deg” image_width=”141%” image_horz=”-133″ image_vert=”3″ layer_1_enable=”on” layer_1_background_color=”rgba(1,216,195,0.37)” layer_2_enable=”on” layer_2_horz=”58%” layer_2_vert=”51%” _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][\/dipi_image_mask][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”Section” _builder_version=”4.24.2″ _module_preset=”default” custom_padding=”10px||20px|||” custom_padding_tablet=”10px|||||” custom_padding_phone=”10px||0px||false|false” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row column_structure=”1_2,1_2″ module_class=”reverse” _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][dipi_image_mask image=”https:\/\/www.daphos.ai\/wp-content\/uploads\/2024\/06\/gute-trainingsdaten.jpg” shape=”Shape3″ shape_rotate=”72deg” image_width=”124%” image_horz=”19″ image_vert=”-43″ layer_1_enable=”on” layer_1_background_color=”#feca43″ layer_2_enable=”on” layer_2_horz=”-12%” layer_2_vert=”51%” _builder_version=”4.24.2″ _module_preset=”default” custom_padding=”52px|||||” custom_padding_tablet=”” custom_padding_phone=”20px||||false|false” custom_padding_last_edited=”on|phone” global_colors_info=”{}”][\/dipi_image_mask][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” custom_margin=”12px||10px|||” global_colors_info=”{}”]<\/p>\n

What makes good training data?<\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” custom_margin=”||17px|||” global_colors_info=”{}”]<\/p>\n

Good training data<\/strong> depends on three factors<\/strong>: The amount of data<\/strong>, the diversity<\/strong> (number of different sources from which the data originates) and the reliability<\/strong> (accuracy and correctness of the data).<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” ul_line_height=”1.7em” global_colors_info=”{}”]<\/p>\n

    \n
  • Diversity<\/strong>: Our data comes from over 150 different healthcare facilities<\/strong> in the DACH region<\/li>\n
  • Reliability<\/strong>: All data is carefully checked <\/strong>and continuously validated by us<\/li>\n
  • Quantity<\/strong>: The data warehouse already contains data from over 2000 organizational units<\/strong><\/li>\n<\/ul>\n

    [\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”Section” _builder_version=”4.24.2″ _module_preset=”default” custom_padding=”10px|||||” custom_padding_tablet=”10px|||||” custom_padding_phone=”10px||0px||false|false” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row column_structure=”1_2,1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” custom_margin=”110px||23px|||” custom_margin_tablet=”110px||23px|||” custom_margin_phone=”0px||23px||false|false” custom_margin_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

    Understanding the whole process<\/o:p><\/h2>\n

    [\/et_pb_text][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

    In the data warehouse<\/strong>, not only individual data points<\/strong> and key figures were collected, but also a large number of processes<\/strong> on and around the patient with the underlying activities<\/strong>. With the help of this specific data, our AI can better assess the possible effects of decisions<\/strong> and take them into account in its recommendations for action<\/strong>.<\/p>\n

    [\/et_pb_text][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][dipi_image_mask image=”https:\/\/www.daphos.ai\/wp-content\/uploads\/2024\/06\/Prozess-verstehen.jpg” shape=”Shape3″ shape_rotate=”322deg” image_width=”123%” image_horz=”-157″ image_vert=”63″ layer_1_enable=”on” layer_1_background_color=”rgba(60,100,151,0.53)” layer_2_enable=”on” layer_2_horz=”58%” layer_2_vert=”51%” layer_3_enable=”on” docration_element_2=”FilledSquare” layer_3_background_color=”rgba(255,186,8,0.31)” layer_3_horz=”-13%” layer_3_vert=”-2%” layer_3_scale=”0.8″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][\/dipi_image_mask][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” prev_background_color=”#ffffff” admin_label=”Section” _builder_version=”4.24.2″ _module_preset=”default” use_background_color_gradient=”on” background_color_gradient_direction=”308deg” background_color_gradient_stops=”#ffba08 0%|#ffdd89 100%” custom_padding=”141px||129px|||” custom_padding_tablet=”141px||129px|||” custom_padding_phone=”30px||60px||false|false” top_divider_style=”wave2″ top_divider_height=”58px” top_divider_flip=”vertical” bottom_divider_height=”58px” da_disable_devices=”off|off|off” global_module=”327″ saved_tabs=”all” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row _builder_version=”4.24.2″ _module_preset=”default” background_color=”#FFFFFF” width_tablet=”” width_phone=”100%” width_last_edited=”on|phone” custom_padding=”69px|32px|69px|32px|true|true” scroll_scaling_enable=”on” scroll_scaling=”0|50|50|100|70|110%|100″ border_radii=”on|18px|18px|18px|18px” box_shadow_style=”preset1″ global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/www.daphos.ai\/wp-content\/uploads\/2024\/05\/Software-Mockup-CTA-v1.2.jpg” title_text=”Website graphic design – 23″ align=”center” _builder_version=”4.24.2″ _module_preset=”default” max_height=”252px” global_colors_info=”{}”][\/et_pb_image][dipi_text_highlighter text_highlighter_prefix=”Make your organization” text_highlighter_text=”fit for the future!” highlight_shape=”circle_1″ highlight_animation_repeat_mode=”definite” highlight_animation_count_mode=”cumulative” highlight_animation_repeat_counts=”1″ _builder_version=”4.24.2″ _module_preset=”default” all_text_text_align=”center” all_text_font_size=”35px” global_colors_info=”{}”][\/dipi_text_highlighter][et_pb_text _builder_version=”4.24.2″ _module_preset=”default” text_orientation=”center” global_colors_info=”{}”]<\/p>\n

    Let us show you the DaphOS AI platform in a free 30-minute appointment<\/strong> and tailor it to the needs of your organization.<\/p>\n

    Simply book online | Free of charge | Guaranteed added value<\/strong><\/p>\n

    [\/et_pb_text][et_pb_button button_url=”@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjUzIn19@” button_text=”Select date” button_alignment=”center” _builder_version=”4.24.2″ _dynamic_attributes=”button_url” _module_preset=”default” box_shadow_style=”preset1″ box_shadow_color=”rgba(0,0,0,0.12)” global_colors_info=”{}”][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

    DaphOS Data Warehouse

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    \n\t\t\t\t\t

    \n\t\t\t\t\tUnique reference dataset<\/span><\/svg><\/span><\/span>to support management decisions<\/span>\n\t\t\t<\/h2>\n\t\t\t\t<\/div>\n\t\t\t<\/div>For more than 10 years, we have been collecting and structuring anonymized reference data from the healthcare sector in our in-house data warehouse. Today, our customers can use this data for […]<\/p>\n","protected":false},"author":1,"featured_media":1876,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"dipi_cpt_category":[],"class_list":["post-1975","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nData warehouse - reference data from 150+ healthcare facilities<\/title>\n<meta name=\"description\" content=\"Discover the DaphOS Data Warehouse - your source for anonymized, quality-assured reference data from over 150 healthcare facilities.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.daphos.ai\/en\/data-warehouse\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data warehouse - 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