HomeThe mission of the Health Data Science group is to produce clinically actionable insights from observational health data by enabling data-driven healthcare. Improved interoperability of data is a necessary pre-requisite for this mission.https://healthdatascience.nl/index.php2026-06-18T12:02:30+00:00Health Data ScienceJoomla! - Open Source Content ManagementMaster Thesis opportunities 2026! 2025-10-19T22:00:00+00:002025-10-19T22:00:00+00:00https://healthdatascience.nl/index.php/113-news-thesis2026Super User<p><span data-contrast="auto">Are you looking for an impactful project for your Master's thesis? </span>We currently have open positions for Master Students to undertake a graduation project within our department. Projects mostly focus on developing novel AI/ML methods using data from Dutch primary care; example projects can be found <a href="https://www.healthdatascience.nl/index.php/join-us">here</a>.</p>
<p>What we are looking for:<span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></p>
<ul>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="0" data-aria-level="1"><span data-contrast="auto">Candidates with a strong quantitative background who are highly motivated, eager to learn, and demonstrate initiative in their work.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="0" data-aria-level="1"><span data-contrast="auto">Strong written and verbal communication skills are desired.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="0" data-aria-level="1"><span data-contrast="auto">Interest in the healthcare domain. </span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
</ul>
<p>What we offer: </p>
<ul>
<li><span data-contrast="auto">Projects addressing real-world problems using a large primary care database. </span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Regular meetings with a dedicated supervisor.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">An internship allowance from Erasmus Medical Center.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
</ul>
<p><span data-contrast="auto">If you are interested, please send your application including CV, motivation, preferred timeline for completing the thesis, and research interests (if you have them) to <span data-contrast="none">Ilse Schuemie (<a href="mailto:healthdatascience@erasmusmc.nl">healthdatascience@erasmusmc.nl</a></span></span><span data-contrast="auto"><span data-contrast="none">) </span>before November 16</span><span data-contrast="auto"><span data-fontsize="12">th</span></span><span data-contrast="auto">, 2025. Interviews will take place early December.</span><span data-contrast="none"></span></p><p><span data-contrast="auto">Are you looking for an impactful project for your Master's thesis? </span>We currently have open positions for Master Students to undertake a graduation project within our department. Projects mostly focus on developing novel AI/ML methods using data from Dutch primary care; example projects can be found <a href="https://www.healthdatascience.nl/index.php/join-us">here</a>.</p>
<p>What we are looking for:<span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></p>
<ul>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="0" data-aria-level="1"><span data-contrast="auto">Candidates with a strong quantitative background who are highly motivated, eager to learn, and demonstrate initiative in their work.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="0" data-aria-level="1"><span data-contrast="auto">Strong written and verbal communication skills are desired.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="0" data-aria-level="1"><span data-contrast="auto">Interest in the healthcare domain. </span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
</ul>
<p>What we offer: </p>
<ul>
<li><span data-contrast="auto">Projects addressing real-world problems using a large primary care database. </span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Regular meetings with a dedicated supervisor.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
<li aria-setsize="-1" data-leveltext="-" data-font="Aptos" data-listid="1" data-list-defn-props="{"335551671":0,"335552541":1,"335559685":720,"335559991":360,"469769226":"Aptos","469769242":[8226],"469777803":"left","469777804":"-","469777815":"hybridMultilevel"}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">An internship allowance from Erasmus Medical Center.</span><span data-ccp-props="{"201341983":0,"335559739":0,"335559740":240}"></span></li>
</ul>
<p><span data-contrast="auto">If you are interested, please send your application including CV, motivation, preferred timeline for completing the thesis, and research interests (if you have them) to <span data-contrast="none">Ilse Schuemie (<a href="mailto:healthdatascience@erasmusmc.nl">healthdatascience@erasmusmc.nl</a></span></span><span data-contrast="auto"><span data-contrast="none">) </span>before November 16</span><span data-contrast="auto"><span data-fontsize="12">th</span></span><span data-contrast="auto">, 2025. Interviews will take place early December.</span><span data-contrast="none"></span></p>OHDSI Global Symposium 20252025-10-19T22:00:00+00:002025-10-19T22:00:00+00:00https://healthdatascience.nl/index.php/114-ohdsi-global-symposium-2025Super User<p><span data-contrast="auto"></span></p>
<p>At the beginning of October, several members of our group attended the OHDSI Global Symposium in New Brunswick, where they presented their work, led workshops, and explored new collaborations within the global OHDSI community.</p>
<p>It was an inspiring and productive event, filled with fascinating research and great discussions. We are proud to share that our team’s efforts were recognized with multiple awards!</p>
<ul>
<li>Aniek and Maarten received a Titan Award for their work on the Treatment Patterns package.</li>
<li>The entire DARWIN EU® team was also honored with a Titan Award for their impactful contributions to the OHDSI community.</li>
</ul>
<p>Overall, it was a very successful and rewarding symposium!</p>
<p><img src="https://www.healthdatascience.nl/images/news/20251008_170843.jpg" alt="20251008 170843" width="535" height="401" /> <img src="https://www.healthdatascience.nl/images/news/20251008_170959.jpg" alt="20251008 170959" width="532" height="399" /></p>
<p><span data-contrast="none"></span></p><p><span data-contrast="auto"></span></p>
<p>At the beginning of October, several members of our group attended the OHDSI Global Symposium in New Brunswick, where they presented their work, led workshops, and explored new collaborations within the global OHDSI community.</p>
<p>It was an inspiring and productive event, filled with fascinating research and great discussions. We are proud to share that our team’s efforts were recognized with multiple awards!</p>
<ul>
<li>Aniek and Maarten received a Titan Award for their work on the Treatment Patterns package.</li>
<li>The entire DARWIN EU® team was also honored with a Titan Award for their impactful contributions to the OHDSI community.</li>
</ul>
<p>Overall, it was a very successful and rewarding symposium!</p>
<p><img src="https://www.healthdatascience.nl/images/news/20251008_170843.jpg" alt="20251008 170843" width="535" height="401" /> <img src="https://www.healthdatascience.nl/images/news/20251008_170959.jpg" alt="20251008 170959" width="532" height="399" /></p>
<p><span data-contrast="none"></span></p>New publication alert: EHDEN network2025-08-13T11:57:36+00:002025-08-13T11:57:36+00:00https://healthdatascience.nl/index.php/108-new-publication-alert-ehden-networkSuper User<p><img src="https://www.healthdatascience.nl/images/news/publication_ehdennetwork_2025.jpg" alt="publication ehdennetwork 2025" width="727" height="410" /></p>
<p>Check out this recently published <a href="https://doi.org/10.2196/74119">JMIR paper</a> by Clair Blacketer (PhD student in HDS group) offering a comprehensive overview of the data sources within the European Health Data & Evidence Network (EHDEN), focusing on the 210 health data sources from 30 countries mapped to the OMOP Common Data Model. It highlights the diversity and scale of real-world data across Europe, illustrating the potential of federated data networks to enhance the generation of reliable evidence. By emphasizing the breadth of data within the network, this work underscores how these resources can be leveraged to support future health research and improve the generalizability of evidence.</p>
<p> </p>
<p> </p>
<p> </p><p><img src="https://www.healthdatascience.nl/images/news/publication_ehdennetwork_2025.jpg" alt="publication ehdennetwork 2025" width="727" height="410" /></p>
<p>Check out this recently published <a href="https://doi.org/10.2196/74119">JMIR paper</a> by Clair Blacketer (PhD student in HDS group) offering a comprehensive overview of the data sources within the European Health Data & Evidence Network (EHDEN), focusing on the 210 health data sources from 30 countries mapped to the OMOP Common Data Model. It highlights the diversity and scale of real-world data across Europe, illustrating the potential of federated data networks to enhance the generation of reliable evidence. By emphasizing the breadth of data within the network, this work underscores how these resources can be leveraged to support future health research and improve the generalizability of evidence.</p>
<p> </p>
<p> </p>
<p> </p>OHDSI Europe 20252023-09-26T08:50:26+00:002023-09-26T08:50:26+00:00https://healthdatascience.nl/index.php/107-mie-2024jnunne<p><img src="https://www.healthdatascience.nl/images/logos/a6703537-01.jpeg" alt="a6703537 01" width="799" height="337" /></p>
<p>The<strong> 6th European OHDSI Symposium – <em>Join the Network: Advancing Real-World Evidence in Europe</em></strong> – took place on <strong>July 5-7, 2025, in Hasselt, Belgium</strong>, bringing together researchers, policymakers, and industry leaders to explore the latest developments in <strong>OMOP-CDM, open-source tools, and collaborative projects</strong> that harness the power of networks to generate impactful evidence. <strong>Pre-symposium workshops and tutorials were held on July 5 and 6</strong>.</p>
<p>This marked the first time that this event ventured beyond its traditional home in Rotterdam. The symposium was held at the iconic Old Prison building of Hasselt University, providing a unique blend of historic ambiance and cutting-edge innovation.</p>
<p>More information, posters, session recordings, and more can be found on the uHasselt website: <span style="text-decoration: underline;"><strong><a href="https://www.uhasselt.be/en/instituten-en/biomed-en/immunology/biomedical-data-sciences/events-biomedical-data-sciences/2025-ohdsi-europe-symposium">here</a></strong></span>.</p><p><img src="https://www.healthdatascience.nl/images/logos/a6703537-01.jpeg" alt="a6703537 01" width="799" height="337" /></p>
<p>The<strong> 6th European OHDSI Symposium – <em>Join the Network: Advancing Real-World Evidence in Europe</em></strong> – took place on <strong>July 5-7, 2025, in Hasselt, Belgium</strong>, bringing together researchers, policymakers, and industry leaders to explore the latest developments in <strong>OMOP-CDM, open-source tools, and collaborative projects</strong> that harness the power of networks to generate impactful evidence. <strong>Pre-symposium workshops and tutorials were held on July 5 and 6</strong>.</p>
<p>This marked the first time that this event ventured beyond its traditional home in Rotterdam. The symposium was held at the iconic Old Prison building of Hasselt University, providing a unique blend of historic ambiance and cutting-edge innovation.</p>
<p>More information, posters, session recordings, and more can be found on the uHasselt website: <span style="text-decoration: underline;"><strong><a href="https://www.uhasselt.be/en/instituten-en/biomed-en/immunology/biomedical-data-sciences/events-biomedical-data-sciences/2025-ohdsi-europe-symposium">here</a></strong></span>.</p>OHDSI Europe Symposium 20242023-08-29T09:20:14+00:002023-08-29T09:20:14+00:00https://healthdatascience.nl/index.php/97-news-symposium-2024Super User<p>From the 1st to the 3rd of June, 2024, the HDS team once again hosted the OHDSI Europe Symposium at the SS Rotterdam!</p>
<p>The fifth iteration of this event was fully booked, with 360 participants, 25 plenary presentations, 130 posters, and 13 software demonstrations. Members of our team contributed during the collaborator showcase, pleanary presentations, posters, and software demonstrations, as well as leading workshops and workgroups on the weekend. </p>
<p>Thank you to all participants for the inspiring talks, discussions, and chats!</p>
<p>A full summary of the symposium can be found on the <a href="https://www.ohdsi-europe.org/index.php/symposium/45-archive-symposium-2024">OHDSI Europe Website</a>.</p>
<p><img src="https://www.healthdatascience.nl/images/news/P1320101-01-01.jpeg" alt="europesymposium2022" width="513" height="246" /></p><p>From the 1st to the 3rd of June, 2024, the HDS team once again hosted the OHDSI Europe Symposium at the SS Rotterdam!</p>
<p>The fifth iteration of this event was fully booked, with 360 participants, 25 plenary presentations, 130 posters, and 13 software demonstrations. Members of our team contributed during the collaborator showcase, pleanary presentations, posters, and software demonstrations, as well as leading workshops and workgroups on the weekend. </p>
<p>Thank you to all participants for the inspiring talks, discussions, and chats!</p>
<p>A full summary of the symposium can be found on the <a href="https://www.ohdsi-europe.org/index.php/symposium/45-archive-symposium-2024">OHDSI Europe Website</a>.</p>
<p><img src="https://www.healthdatascience.nl/images/news/P1320101-01-01.jpeg" alt="europesymposium2022" width="513" height="246" /></p>Register for OHDSI Europe 20242022-09-08T09:20:14+00:002022-09-08T09:20:14+00:00https://healthdatascience.nl/index.php/76-ohdsi-symposium-2024Super User<p>The fifth European OHDSI Symposium <strong>"Scaling up reliable evidence across Europe"</strong> will be held in Rotterdam (NL) on June 3<sup>rd</sup>, 2024, again at an inspiring location, the <a href="https://ssrotterdam.nl/" target="_blank" rel="noopener noreferrer">Steam Ship Rotterdam</a>.</p>
<p>The main symposium will take place on <strong>Monday, June 3<sup>rd</sup>, 2024</strong> on the ship SS Rotterdam. <strong>Saturday, June 1<sup>st</sup></strong>, and <strong>Sunday, June 2<sup>nd</sup></strong><strong> </strong>will be dedicated to workshops and workgroup meetings, to be held in the Education Centre of the Erasmus University Medical Center, Rotterdam, The Netherlands. </p>
<p>For more information, registration, and call for participation: <a href="https://www.ohdsi-europe.org/symposium-event">click here</a>.</p>
<p>Hope to see you all there!</p>
<p> <img src="https://www.healthdatascience.nl/images/news/poster3.png" alt="poster3" width="536" height="379" /></p><p>The fifth European OHDSI Symposium <strong>"Scaling up reliable evidence across Europe"</strong> will be held in Rotterdam (NL) on June 3<sup>rd</sup>, 2024, again at an inspiring location, the <a href="https://ssrotterdam.nl/" target="_blank" rel="noopener noreferrer">Steam Ship Rotterdam</a>.</p>
<p>The main symposium will take place on <strong>Monday, June 3<sup>rd</sup>, 2024</strong> on the ship SS Rotterdam. <strong>Saturday, June 1<sup>st</sup></strong>, and <strong>Sunday, June 2<sup>nd</sup></strong><strong> </strong>will be dedicated to workshops and workgroup meetings, to be held in the Education Centre of the Erasmus University Medical Center, Rotterdam, The Netherlands. </p>
<p>For more information, registration, and call for participation: <a href="https://www.ohdsi-europe.org/symposium-event">click here</a>.</p>
<p>Hope to see you all there!</p>
<p> <img src="https://www.healthdatascience.nl/images/news/poster3.png" alt="poster3" width="536" height="379" /></p>MIE 20232023-09-26T08:50:26+00:002023-09-26T08:50:26+00:00https://healthdatascience.nl/index.php/82-mie-2023jnunne<p><span data-contrast="auto">The Medical Informatics Europe took place this year in Gothenburg, Sweden. Department members <a href="https://www.healthdatascience.nl/aniek-markus-cv">Aniek</a>, <a href="https://www.healthdatascience.nl/cynthia-yang-cv">Cynthia</a> and <a href="https://www.healthdatascience.nl/ross-williams-cv">Ross</a> all attended. Aniek gave a presentation on “Challenges of estimating global feature importance in real-world health care data” and Cynthia gave a presentation titled “Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?”. Ross had a poster detailing the work that has been performed for the first release of the DELPHI prediction model library. </span><span data-ccp-props="{"201341983":0,"335559739":160,"335559740":259}"></span></p>
<p><span data-contrast="auto">The conference had several thousand delegates and covered a wide range of informatics topics, from technology to be implemented at the bedside, to analysis of real-world data. It was clear that there is lots of motivation for generating better machine learning and AI focused tools for implementation into routine healthcare.</span><span data-ccp-props="{"201341983":0,"335559739":160,"335559740":259}"></span></p>
<p><span data-contrast="auto">One thing of note is that Ross chose to follow the Erasmus MC green initiative and went to Gothenburg by train. This journey was spread across 2 days and involved 12 hours of train travel with a stop in Copenhagen and Hamburg. This trip comes highly recommended by Ross.</span><span data-ccp-props="{"201341983":0,"335559739":160,"335559740":259}"></span></p><p><span data-contrast="auto">The Medical Informatics Europe took place this year in Gothenburg, Sweden. Department members <a href="https://www.healthdatascience.nl/aniek-markus-cv">Aniek</a>, <a href="https://www.healthdatascience.nl/cynthia-yang-cv">Cynthia</a> and <a href="https://www.healthdatascience.nl/ross-williams-cv">Ross</a> all attended. Aniek gave a presentation on “Challenges of estimating global feature importance in real-world health care data” and Cynthia gave a presentation titled “Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?”. Ross had a poster detailing the work that has been performed for the first release of the DELPHI prediction model library. </span><span data-ccp-props="{"201341983":0,"335559739":160,"335559740":259}"></span></p>
<p><span data-contrast="auto">The conference had several thousand delegates and covered a wide range of informatics topics, from technology to be implemented at the bedside, to analysis of real-world data. It was clear that there is lots of motivation for generating better machine learning and AI focused tools for implementation into routine healthcare.</span><span data-ccp-props="{"201341983":0,"335559739":160,"335559740":259}"></span></p>
<p><span data-contrast="auto">One thing of note is that Ross chose to follow the Erasmus MC green initiative and went to Gothenburg by train. This journey was spread across 2 days and involved 12 hours of train travel with a stop in Copenhagen and Hamburg. This trip comes highly recommended by Ross.</span><span data-ccp-props="{"201341983":0,"335559739":160,"335559740":259}"></span></p>OHDSI Europe Symposium 20232023-08-29T09:20:14+00:002023-08-29T09:20:14+00:00https://healthdatascience.nl/index.php/81-ohdsi-europe-symposium-2023Super User<p>From the 1st to the 3rd of July, 2023, the HDS team once again hosted the OHDSI Europe Symposium at the SS Rotterdam!</p>
<p>The fourth iteration of this event was fully booked, with 350 participants, 23 plenary presentations, and 94 posters. Members of our team contributed during the collaborator showcase, pleanary presentations, workshops, workgroups, posters, and software demonstrations. </p>
<p>Thank you to all participants for the inspiring talks, discussions, and chats!</p>
<p>A full summary of the symposium can be found on the <a href="https://www.ohdsi-europe.org/index.php/symposium/39-archive-symposium-2023">OHDSI Europe Website</a>.</p>
<p><img src="https://www.healthdatascience.nl/images//news/P1300493-01.jpeg" alt="europesymposium2022" width="437" height="365" /></p><p>From the 1st to the 3rd of July, 2023, the HDS team once again hosted the OHDSI Europe Symposium at the SS Rotterdam!</p>
<p>The fourth iteration of this event was fully booked, with 350 participants, 23 plenary presentations, and 94 posters. Members of our team contributed during the collaborator showcase, pleanary presentations, workshops, workgroups, posters, and software demonstrations. </p>
<p>Thank you to all participants for the inspiring talks, discussions, and chats!</p>
<p>A full summary of the symposium can be found on the <a href="https://www.ohdsi-europe.org/index.php/symposium/39-archive-symposium-2023">OHDSI Europe Website</a>.</p>
<p><img src="https://www.healthdatascience.nl/images//news/P1300493-01.jpeg" alt="europesymposium2022" width="437" height="365" /></p>ICML 20232023-08-22T07:00:14+00:002023-08-22T07:00:14+00:00https://healthdatascience.nl/index.php/79-icml-2023jnunne<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">Last month PhD Student <a href="https://www.healthdatascience.nl/aniek-markus-cv">Aniek Markus</a> presented two papers at ICML workshops in Honolulu, Hawaii. </span></p>
<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">The first paper analyses explanation disagreements by investigating discrepancies of feature importance rankings in real-world primary care data. </span></p>
<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">The second paper proposes a method to evaluate the ability of counterfactual explanation generation methods (i.e. explanations of the form 'if X had not occurred, Y would not have occurred') to satisfy causal relations. </span></p>
<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">Check out the workshop papers here: <a href="https://openreview.net/pdf?id=FKjFUEV63f" target="_blank" rel="noreferrer noopener" class="fui-Link ___1eya986 f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh fhgqx19 f1olyrje f1p93eir f1nev41a f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" title="https://openreview.net/pdf?id=fkjfuev63f" aria-label="Link Interpretable Machine Learning for Healthcare">Interpretable Machine Learning for Healthcare</a> and <a href="https://drive.google.com/file/d/1tD6nLdQQzvE64ktEwswi1kMSnT6rPKuQ/view?pli=1" target="_blank" rel="noreferrer noopener" class="fui-Link ___1eya986 f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh fhgqx19 f1olyrje f1p93eir f1nev41a f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" title="https://drive.google.com/file/d/1td6nldqqzve64ktewswi1kmsnt6rpkuq/view?pli=1" aria-label="Link Counterfactuals in Minds & Machines">Counterfactuals in Minds & Machines</a>.</span></p><p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">Last month PhD Student <a href="https://www.healthdatascience.nl/aniek-markus-cv">Aniek Markus</a> presented two papers at ICML workshops in Honolulu, Hawaii. </span></p>
<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">The first paper analyses explanation disagreements by investigating discrepancies of feature importance rankings in real-world primary care data. </span></p>
<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">The second paper proposes a method to evaluate the ability of counterfactual explanation generation methods (i.e. explanations of the form 'if X had not occurred, Y would not have occurred') to satisfy causal relations. </span></p>
<p><span class="ui-provider bdo bdp c d e f g h i j k l m n o p q r s t bdq bdr w x y z ab ac ae af ag ah ai aj ak" dir="ltr">Check out the workshop papers here: <a href="https://openreview.net/pdf?id=FKjFUEV63f" target="_blank" rel="noreferrer noopener" class="fui-Link ___1eya986 f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh fhgqx19 f1olyrje f1p93eir f1nev41a f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" title="https://openreview.net/pdf?id=fkjfuev63f" aria-label="Link Interpretable Machine Learning for Healthcare">Interpretable Machine Learning for Healthcare</a> and <a href="https://drive.google.com/file/d/1tD6nLdQQzvE64ktEwswi1kMSnT6rPKuQ/view?pli=1" target="_blank" rel="noreferrer noopener" class="fui-Link ___1eya986 f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh fhgqx19 f1olyrje f1p93eir f1nev41a f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" title="https://drive.google.com/file/d/1td6nldqqzve64ktewswi1kmsnt6rpkuq/view?pli=1" aria-label="Link Counterfactuals in Minds & Machines">Counterfactuals in Minds & Machines</a>.</span></p>