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Luxemburger Juristische Studien - Luxembourg Legal Studies

Malwina Anna Wójcik-Suffia

Intersectional Approach to Algorithmic Discrimination in Healthcare

A Comparative Legal Perspective

InTeR-Schriftenreihe

The EU AI Act is here, and contrary to popular opinion, it is not just Europe's problem. As the first comprehensive law to regulate AI systems, the AI Act attempts to establish a global framework, setting limits on dynamic technological developments and creating new legal responsibilities for organisations worldwide.&#13;
&#13;
The AI Act's definition of AI systems is expansive, covering a wide range of technologies, even those that, until recently, were considered traditional machine learning models. This makes understanding and preparing for compliance even more critical, because if your business involves AI, the AI Act is now your business.&#13;
&#13;
"AI Act Compact" is your go-to tool for tackling the challenges imposed by the Act. Written by Tea Mustac and Peter Hense, experienced legal experts and hosts of the podcast "RegInt: Decoding AI Regulation," this book provides a deep dive into the AI Act's key provisions, processes, and real-world implications.&#13;
&#13;
The AI Act introduces a new risk-based framework, establishing compliance assessments and relying on harmonized standards. It imposes obligations for data governance, data quality management, accuracy and robustness, risk management, explainability, non-discrimination, accountability, liability, human controllability and more. Implementing these requirements presents significant practical challenges, especially given their broad application to numerous actors along the AI supply chain.&#13;
&#13;
Drawing heavily on international technical standards from CEN/CENELEC, ISO, IEC, and IEEE, the authors provide a practical toolkit for managing AI risks and ensuring compliance. Whether you're a lawyer, data scientist, or machine learning engineer, this book offers clear, actionable strategies for staying compliant and competitive in this fast-evolving landscape.

Peter Hense

Tea Mustac

Compliance, management & use cases in corporate practice

AI Act compact

Law and Criminology (R0)

This book uniquely combines a critical examination of the extent and diversity of transphobic hate crime together with a consideration of the victims and offenders. Trans people are marginalised in society and already negotiate complex physical and emotional challenges in order to live authentically in accordance with their self-identified gender presentation. Transphobic hate crime has devastating consequences both for the victim and trans people more generally by reinforcing the female/male binary and punishing gender non-conformity. In this thought-provoking study Jamel examines the history, extent, nature, and victim-offender relationship regarding these crimes whilst also considering the obstacles which affect legislation and policy-making decisions in response to hate crimes against trans people. The concept of a single transgender community is also critiqued in this book by exploring the diversity of trans identities cross-culturally. This original and timely book provides students, academics and those developing an interest in the topic with an understanding of the complexities of transphobic hate crime within the wider context of gender studies and critical criminology.

Joanna Jamel

Transphobic Hate Crime

Philosophy and Religion (R0)

John-Stewart Gordon

A Plea for an AI Convention

The Impact of Artificial Intelligence on Human Rights Legislation

Political Science and International Studies (R0)

Ann Fitz-Gerald

Vijay Ganesh

Jatin Nathwani

Maral Niazi

Münür Sacit Herdem

Foundational Principles of AI Governance and Policy


        &lt;p&gt;Mit dem AI Act ist erstmals ein Rechtsrahmen für die Entwicklung, das Inverkehrbringen und die Nutzung von KI-Systemen geschaffen worden. Die EU-Verordnung betrifft damit unmittelbar alle Anbieter und Betreiber von KI-Systemen.&lt;b&gt;Das Handbuch&lt;/b&gt;bietet einen schnellen Zugang zur komplexen Regelungsstruktur der EU-Verordnung und erläutert Schritt für Schritt die wesentlichen Vorgaben des AI Acts.&lt;b&gt;Ihr Vorteil&lt;/b&gt;Das Handbuch erläutert Schritt für Schritt die wesentlichen Vorgaben des AI Acts. Betroffene Unternehmen können diese rechtzeitig erkennen und rechtssicher anwenden. Zudem werden haftungsrechtliche Fragestellungen unter Berücksichtigung des Entwurfs der neuen AI Liability Directive behandelt.&lt;/p&gt;
      

Janine Wendt

Domenik H. Wendt

Artificial Intelligence Act (AI Act)

Das neue Recht der Künstlichen Intelligenz

Schriften zur Gleichstellung


        &lt;p&gt;Shino Ibold untersucht den Mehrwert einer gleichheitsrechtlichen gegenüber der freiheitsrechtlich geprägten Perspektive, die Gerichte ihren Entscheidungen – unter anderem in Bezug auf Verbote des muslimischen Schleiers – vorrangig zugrunde legen. Diese Verschattung des Gleichheitsrechts durch die Freiheitsrechte bewirkt blinde Flecken in der rechtlichen Analyse. Indem Shino Ibold das „Schattendasein“ des Gleichheitsrechts ausleuchtet und die Notwendigkeit einer eigenständigen Würdigung der gleichheitsrelevanten Aspekte eines Falles verdeutlicht, liefert sie neue Erkenntnisse sowohl für zukünftige Gerichtsentscheidungen zu Verboten des muslimischen Schleiers als auch für die Fortentwicklung der bisher etablierten Gleichheitsrechtsdogmatik.&lt;/p&gt;
      

Shino Carlotta Ibold

Reframing Legal Perspectives on Muslim Veiling Bans

The Added Value of Equality

Literature, Cultural and Media Studies (R0)

Andrea Jean Baker

Celeste González de Bustamante

Jeannine E. Relly

Reporting in the #MeToo era

Violence Against Women in the Global South

Social Sciences (R0)

Lucy Williams

Emel Coskun

Selmin Kaska

Developing Gender-Sensitivity in Migration Research, Policy and Practice

Women, Migration and Asylum in Turkey

Forum Datenschutz (Neue Folge)

Alexander Roßnagel

Astrid Wallmann

Bürokratieabbau im Datenschutz

Luxemburger Juristische Studien – Luxembourg Legal Studies


<p>
The increasing use of AI in clinical decision-making offers powerful tools to address health challenges but also risks reinforcing inequalities. Clinical algorithms may reproduce intersectional discrimination arising from multiple protected grounds. While intersectionality is well established in social theory, it remains insufficient-ly operationalised in law and computer science. This book proposes an intersectional approach to developing and regulating AI-based clinical algorithms. Focusing on the EU and the US, it examines health disparities, algorithmic fairness, and antidiscrimination law, and proposes an intersectional fairness assessment frame-work for fair clinical AI.</p>


The increasing use of AI in clinical decision-making offers powerful tools to address health challenges but also risks reinforcing inequalities. Clinical algorithms may reproduce intersectional discrimination arising from multiple protected grounds. While intersectionality is well established in social theory, it remains insufficient-ly operationalised in law and computer science. This book proposes an intersectional approach to developing and regulating AI-based clinical algorithms. Focusing on the EU and the US, it examines health disparities, algorithmic fairness, and antidiscrimination law, and proposes an intersectional fairness assessment frame-work for fair clinical AI.

Anne-Iris Romens

Migrant Women in Stratified Labour Markets

Deconstructing Essentialism

Intersectional Approach to Algorithmic Discrimination in Healthcare

Weitere Titel zum Thema