<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Effy Business]]></title><description><![CDATA[Effy Business]]></description><link>https://www.effybusiness.com/blog</link><generator>RSS for Node</generator><lastBuildDate>Mon, 28 Sep 2026 23:19:57 GMT</lastBuildDate><atom:link href="https://www.effybusiness.com/es/blog-feed.xml" rel="self" type="application/rss+xml"/><item><title><![CDATA[CDMS | A Journey Beyond SHAP Explainability in Healthcare Claims Denials]]></title><description><![CDATA[(English Version) In recent years, the widespread adoption of digital health technologies has transformed healthcare into a data-intensive domain, creating new opportunities for Advanced Analytics and Artificial Intelligence (AI). Within Claim Denial Management System (CDMS), which involves the workflow of preventing denials, identifying root causes, and applying corrective actions to mitigate their effects, a healthcare claim refers to a formal payment request submitted by a healthcare...]]></description><link>https://www.effybusiness.com/post/cdms-a-journey-beyond-shap-explainability-in-healthcare-claims-denials</link><guid isPermaLink="false">6a8c7e6b1da41d051600da6f</guid><pubDate>Tue, 11 Aug 2026 17:32:20 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_08c59c0faa1e43a99ce1de20d94d3bf8~mv2.avif/v1/fit/w_454,h_454,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Além da Explicabilidade SHAP em Claim Denials na Saúde]]></title><description><![CDATA[(Versão Portuguesa) Nos últimos anos, a adoção generalizada de tecnologias digitais de saúde tem transformado o setor da saúde num domínio intensivo em dados, criando novas oportunidades para a Advanced Analytics e a Artificial Intelligence (AI). No âmbito de um Claim Denial Management System (CDMS), que envolve o workflow de prevenção de recusas, identificação das causas-raiz e aplicação de ações corretivas para mitigar os seus efeitos, um healthcare claim (sinistro de saúde) refere-se a um...]]></description><link>https://www.effybusiness.com/pt/post/cdms-al%C3%A9m-da-explicabilidade-shap-em-claim-denials-na-sa%C3%BAde</link><guid isPermaLink="false">6a8c81728c800d51388c97a2</guid><pubDate>Mon, 10 Aug 2026 23:00:00 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_08c59c0faa1e43a99ce1de20d94d3bf8~mv2.avif/v1/fit/w_454,h_454,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Best Poster Award at EuroSys'26: MinatoLoader Recognised in Edinburgh]]></title><description><![CDATA[Following the publication of the scientific paper "MinatoLoader: Accelerating Machine Learning Training Through Efficient Data Preprocessing" — developed within the scope of the CDMS – Claim Denials Management Solution project — the research has now achieved a new milestone of international recognition. Recognition at the 21st ACM European Conference on Computer Systems The 21st ACM European Conference on Computer Systems (EuroSys'26) took place between 27 and 30 April 2026, in Edinburgh,...]]></description><link>https://www.effybusiness.com/post/best-poster-award-at-eurosys-26-minatoloader-recognised-in-edinburgh</link><guid isPermaLink="false">6a5e0aa2c27fa722bcaa1526</guid><pubDate>Sat, 30 May 2026 11:48:24 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_e992453c3f594d3f99566300be61817e~mv2.avif/v1/fit/w_740,h_595,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Best Poster Award na EuroSys'26: o MinatoLoader distinguido em Edimburgo]]></title><description><![CDATA[No seguimento da publicação do artigo científico "MinatoLoader: Accelerating Machine Learning Training Through Efficient Data Preprocessing" — desenvolvido no âmbito do projeto CDMS – Claim Denials Management Solution, a investigação alcançou agora um novo reconhecimento internacional. Distinção na 21.ª ACM European Conference on Computer Systems A 21.ª ACM European Conference on Computer Systems (EuroSys'26) decorreu entre 27 e 30 de abril de 2026, em Edimburgo, reunindo alguns dos...]]></description><link>https://www.effybusiness.com/pt/post/cdms-best-poster-award-na-eurosys-26-o-minatoloader-distinguido-em-edimburgo</link><guid isPermaLink="false">6a8c83841da41d051600e674</guid><pubDate>Tue, 19 May 2026 23:00:00 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_e992453c3f594d3f99566300be61817e~mv2.avif/v1/fit/w_740,h_595,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Scientific Article: The contribution of MinatoLoader to the efficiency of AI model training]]></title><description><![CDATA[The CDMS project – Claim Denials Management Solution – is based on a clear premise: innovation only creates real impact when it is applied to concrete problems, with practical value for organizations. In the healthcare context, this means fundamentally rethinking how invoice returns, disputes with insurers, and avoidable revenue losses are managed, as these directly affect the financial sustainability of institutions. Within this framework, scientific research plays a central role. To develop...]]></description><link>https://www.effybusiness.com/post/scientific-article-the-contribution-of-minatoloader-to-the-efficiency-of-ai-model-training</link><guid isPermaLink="false">6a5e0b321139054948e4bb75</guid><pubDate>Tue, 13 Jan 2026 12:50:09 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_2c7161c43134454b8c4436153baa43f4~mv2.jpg/v1/fit/w_1000,h_398,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Artigo Científico: O contributo do MinatoLoader para a eficiência do treino de modelos de IA]]></title><description><![CDATA[O projeto CDMS – Claim Denials Management Solution nasce de uma premissa clara: a inovação só gera impacto real quando é aplicada a problemas concretos, com utilidade prática para as organizações. No contexto da saúde, isso passa por repensar profundamente a forma como são geridas as devoluções de faturas, os litígios com seguradoras e as perdas evitáveis de receita que afetam a sustentabilidade financeira das instituições.  É neste enquadramento que a investigação científica desempenha um...]]></description><link>https://www.effybusiness.com/pt/post/cdms-artigo-cient%C3%ADfico-o-contributo-do-minatoloader-para-a-efici%C3%AAncia-do-treino-de-modelos-de-ia</link><guid isPermaLink="false">6a8c84111da41d051600e7ad</guid><pubDate>Tue, 13 Jan 2026 00:00:00 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_2c7161c43134454b8c4436153baa43f4~mv2.jpg/v1/fit/w_1000,h_398,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Research Phase Completed and Beginning of Technical Definition]]></title><description><![CDATA[(English Version) The CDMS – Claim Denials Management Solution project was born from the belief that innovation only creates real impact when applied to concrete problems with practical relevance. In this case, the goal is to rethink how healthcare organizations handle claim denials, billing disputes, and preventable revenue leakage.    In this first stage, the focus was primarily on in-depth problem analysis. More than just validating an idea, we set out to answer a specific question: is...]]></description><link>https://www.effybusiness.com/post/research-phase-completed-and-beginning-of-technical-definition</link><guid isPermaLink="false">6a5e0bc91931e2c84677122e</guid><pubDate>Tue, 05 Aug 2025 11:52:34 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_2306700dbec0421c9f6a2ca87fb41d1f~mv2.webp/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Conclusão da Fase de Estudos e Início da Definição Técnica]]></title><description><![CDATA[(Versão Portuguesa) O projeto CDMS – Claim Denials Management Solution nasce da premissa que a inovação só tem impacto real quando é aplicada a problemas concretos com utilidade prática, que neste caso passa por repensar a forma como as organizações de saúde gerem devoluções de faturas litígios, e perdas evitáveis na receita.   Nesta primeira fase do projeto, os esforços centraram-se na análise da problemática. Mais do que validar uma ideia, quisemos responder a uma pergunta concreta: há...]]></description><link>https://www.effybusiness.com/pt/post/cdms-conclus%C3%A3o-da-fase-de-estudos-e-in%C3%ADcio-da-defini%C3%A7%C3%A3o-t%C3%A9cnica</link><guid isPermaLink="false">6a8c8472fe6fd82d150a014e</guid><pubDate>Sun, 03 Aug 2025 23:00:00 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_2306700dbec0421c9f6a2ca87fb41d1f~mv2.webp/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Claim Denials Management Solution]]></title><description><![CDATA[(English Version) CDMS – Claim Denials Management Solution project emerges, supported by the Compete2030, Lisboa2030, and PT2030 programs, co-financed by the European Union, with the goal of creating an integrated technological solution to reduce losses associated with the denial or return of invoices by payer entities (claim denials). ]]></description><link>https://www.effybusiness.com/post/cdms-claim-denials-management-solution-1</link><guid isPermaLink="false">6a9549699d169940e9d723b6</guid><pubDate>Mon, 05 May 2025 09:32:25 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_07b2105b84014db8b212331e9693ee4e~mv2.png/v1/fit/w_740,h_415,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item><item><title><![CDATA[CDMS | Claim Denials Management Solution]]></title><description><![CDATA[Inovação e Automação para a Eficiência em Saúde. A transformação digital na saúde é impulsionada por fatores como o crescimento do setor privado, o aumento do mercado segurador, a complexidade regulatória e o volume crescente de dados clínicos e administrativos. Este contexto coloca forte pressão sobre os prestadores de cuidados, que enfrentam o desafio de modernizar processos, garantir conformidade legal e manter a sustentabilidade financeira.  É neste cenário que surge o projeto CDMS –...]]></description><link>https://www.effybusiness.com/pt/post/cdms-claim-denials-management-solution</link><guid isPermaLink="false">6a8c852130d700055ab2cbfa</guid><pubDate>Sun, 04 May 2025 23:00:00 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a5a31a_c51504bf18164f2cb59f6bb976d2045d~mv2.avif/v1/fit/w_454,h_454,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>CDMS</dc:creator></item></channel></rss>