Reinventing Technological Innovations with Artificial Intelligence

Role of Artificial Intelligence in Healthcare Management

Author(s): Amit Bhaskar, Pankaj Yadav, Savendra Pratap Singh*, Vijay Kumar, Sambhrant Srivastava, Saurabh Kumar Singh, Brihaspati Singh and Akriti Dutt

Pp: 26-47 (22)

DOI: 10.2174/9789815165791123010006

* (Excluding Mailing and Handling)

Abstract

Artificial intelligence (AI) has recently become one of the most heavily debated themes in the technological world. AI is active in numerous fields and now it has lately entered the healthcare sector. In addition to biomarkers, the use of AI is increasing in a variety of applications such as genetic editing, disease prediction and diagnostics, drug development, personalized treatment, and so on. Accuracy in disease diagnostics is essential for effective and efficient treatment as well as patient safety. Artificial intelligence is a wide and varied field of data, analytics and continuously evolving insights that meet the needs of the healthcare sector as well as patients. The purpose of the many subsections in this book chapter is to shed light on how AI integrated with machine learning (ML) & Deep-learning (DL) techniques operate in various disease diagnosis domains, medication discovery, medical visualization, digital health records, and electro-medical equipment. 

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      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1518
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Trial Access" as access_base_text, CASE j.type WHEN 111 THEN true ELSE false END as terms_popup, "S" as content_download_type, null as restricted_user_access_key, null as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_trail` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 59397798 and j.to_ip >=59397798 )) and ((j.from_date <= 1740456865 and j.to_date >= 1740456865 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 20312) union (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Subscribed" as access_base_text, false as terms_popup, "S" as content_download_type, null as restricted_user_access_key, null as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_corporate` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 59397798 and j.to_ip >=59397798 )) and ((j.from_date <= 1740456865 and j.to_date >= 1740456865 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 20312) union (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Token Based Access" as access_base_text, false as terms_popup, "R" as content_download_type, j.uc_id as restricted_user_access_key, "v" as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_token` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 59397798 and j.to_ip >=59397798 )) and ((j.from_date <= 1740456865 and j.to_date >= 1740456865 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 20312)
      530μsalphaeurekaselec_live_10_06_2022UserAccess.php#1266
      Backtrace
      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1549
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • select b.banner_link, b.banner_name, b.banner_script, b.banner_remarks, b.banner_file_name, b.banner_placement, bd.content_type, bd.content_id from `tbl_banner` as `b` inner join `tbl_banner_detail` as `bd` on `bd`.`banner_id` = `b`.`banner_id` inner join `users` as `u` on `u`.`id` = `b`.`updated_by` where `b`.`banner_ebook` = 1 and `bd`.`content_type` = 'B' and `bd`.`content_id` = 3578 and `b`.`banner_from_date` <= 1740456865 and `b`.`banner_to_date` >= 1740456865 and `b`.`banner_status` = 'A' order by `b`.`banner_id` desc
      1.05msalphaeurekaselec_live_10_06_2022Banner.php#95
      Bindings
      • 0: 1
      • 1: B
      • 2: 3578
      • 3: 1740456865
      • 4: 1740456865
      • 5: A
      Backtrace
      • 13. app/Models/Banner.php:95
      • 14. app/Http/helpers.php:404
      • 17. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 18. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    • select count(*) as aggregate from `uc_cart_products` where cart_id='c0232a366f3b09bc6c1991bd9af60a9e'
      260μsalphaeurekaselec_live_10_06_2022Cart.php#271
      Backtrace
      • 15. app/Models/Cart.php:271
      • 16. view::layouts._header:260
      • 18. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 20. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    App\Models\Chapter
    1Chapter.php#?
    App\Models\Ebook
    1Ebook.php#?
        _token
        VjjQN3rcUwBczo7yUqwlx3IcR3Ja2WwpqVxlOa8F
        uc_cart_id
        c0232a366f3b09bc6c1991bd9af60a9e
        _previous
        array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/20312" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /chapter/20312
        status_code
        200
        
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        
        request_request
        []
        
        request_headers
        0 of 0
        array:17 [ "x-https" => array:1 [ 0 => "1" ] "host" => array:1 [ 0 => "alpha.eurekaselect.com" ] "priority" => array:1 [ 0 => "u=0, i" ] "cookie" => array:1 [ 0 => "wayfindertarget=eyJpdiI6Ijk1dExsZkVOYjlrS0I1U1JzVXJ6WUE9PSIsInZhbHVlIjoiOEZkUEVkVE1UWC9qdGw0SFl5cWNIZnF6V3o1ZUliRXdadEpkcTI5WUZKZz0iLCJtYWMiOiI3ZDYxNzYyZDMzNmE0ZmMxYWUyMGExMjJjNTVmM2ZiMGUwZDM1ZTU4ZjQ2MjQxNDFhZTg5MTZhNzQ2OGQ3MTE4IiwidGFnIjoiIn0%3D; XSRF-TOKEN=eyJpdiI6ImZrUVVjNS91d0xXZHFIclV5RjJxWnc9PSIsInZhbHVlIjoieHYrMHBnM0JEb1oyckE3d2hFQmd5Ym1CUldDS1dRWGVBT3JPTUpVR2NMNTFWWnV2aVcrSVpRaXZ1ODZIOEp1K3l1VHlOZk1uZDh2VUNaM25zTCt3U0lkdHd5N3djeUdtRldMV25iTkxQblEydHU0WUlrUytnMHlrWDIvaVgzMzgiLCJtYWMiOiI0MGNlZDgyOWUyZGI2NWMxMmZhOTBhNGY2YzhiMTM5ZjFmNjdhNzNjMTExYjNjMDZkODk2MjhhOTMxNzYxNTRiIiwidGFnIjoiIn0%3D; alphaeurekaselectnet_session=eyJpdiI6IkZFTmprd01yK29lcS9nbzI5eHU0TUE9PSIsInZhbHVlIjoieGhyZldPTmY5WUR6K3lRdFRGS0xYVzk4bEVtWmJYQU5kVE1yL0pCRlFTOG4yanpFSG5iUGR0Rjczd21adE9nU0N2eGVQK3IzM0dWUnN5cmc5N2hNblB5NW9sSk1sY2ZmN2VvK3d6c1plL3BNMlJraE5TeGhiUXd1dFBVMVhpU1IiLCJtYWMiOiI4NzBjYWRlY2MzNjBjOGQ5YWEyYmY5N2NjNGE0Yzg1Y2RhYzcyNjVhMTNlMTEzNTY0ODhhODBjMTZmOGMwMmJmIiwidGFnIjoiIn0%3Dwayfindertarget=eyJpdiI6Ijk1dExsZkVOYjlrS0I1U1JzVXJ6WUE9PSIsInZhbHVlIjoiOEZkUEVkVE1UWC9qdGw0SFl5cWNIZnF6V3o1ZUliRXdadEpkcTI5WUZKZz0iLCJtYWMiOiI3ZDYxNzYyZDMzNmE0" ] "accept-encoding" => array:1 [ 0 => "gzip, deflate, br, zstd" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "accept" => array:1 [ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [ 0 => "?0" ] "sec-ch-ua" => array:1 [ 0 => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129"" ] "cache-control" => array:1 [ 0 => "no-cache" ] "pragma" => array:1 [ 0 => "no-cache" ] ]
        request_cookies
        0 of 0
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        response_headers
        0 of 0
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        array:5 [ "_token" => "VjjQN3rcUwBczo7yUqwlx3IcR3Ja2WwpqVxlOa8F" "uc_cart_id" => "c0232a366f3b09bc6c1991bd9af60a9e" "_previous" => array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/20312" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]
        ClearShow all
        Date ↕MethodURLData
        #12025-02-25 04:14:25GET/chapter/20312112192