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Main Author:	Ramesh Betha
Format:	Recurso digital
Language:
Published:	Zenodo 2023
Online Access:	https://doi.org/10.5281/zenodo.15050010
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author	Ramesh Betha
author_facet	Ramesh Betha
contents	<p>Healthcare systems worldwide generate massive amounts of data daily, yet this wealth of information remains largely siloed within disparate systems. This white paper explores the transformative potential of data mesh architectures in healthcare, presenting a novel framework for secure healthcare data interoperability. By examining the current challenges of healthcare data silos and their impact on patient outcomes, we propose a domain-oriented, decentralized approach to data ownership with federated governance. This paper outlines how implementing data mesh principles can enhance clinical decision-making, improve operational efficiency, and ultimately lead to better patient outcomes while maintaining robust security and privacy standards. The proposed architecture addresses the unique regulatory requirements of healthcare while providing the flexibility needed for rapid innovation in an increasingly digitized healthcare ecosystem.</p>
format	Recurso digital
id	zenodo_https___doi_org_10_5281_zenodo_15050010
institution	Zenodo
language
publishDate	2023
publisher	Zenodo
record_format	zenodo
spellingShingle	Healthcare Data Interoperability: Building Secure Data Meshes for Improved Patient Outcomes Ramesh Betha <p>Healthcare systems worldwide generate massive amounts of data daily, yet this wealth of information remains largely siloed within disparate systems. This white paper explores the transformative potential of data mesh architectures in healthcare, presenting a novel framework for secure healthcare data interoperability. By examining the current challenges of healthcare data silos and their impact on patient outcomes, we propose a domain-oriented, decentralized approach to data ownership with federated governance. This paper outlines how implementing data mesh principles can enhance clinical decision-making, improve operational efficiency, and ultimately lead to better patient outcomes while maintaining robust security and privacy standards. The proposed architecture addresses the unique regulatory requirements of healthcare while providing the flexibility needed for rapid innovation in an increasingly digitized healthcare ecosystem.</p>
title	Healthcare Data Interoperability: Building Secure Data Meshes for Improved Patient Outcomes
url	https://doi.org/10.5281/zenodo.15050010

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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