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mila quebec artificial intelligence institute skip to main content top menu directory insights news careers français learning mila on udemy gain foundational responsible artificial intelligence ai skills through self paced courses from mila s global experts learn more publications ai policy fellowship publications the mila ai policy fellowship translates deep ai expertise into rigorous public interest policy read the newest publication bridging the expertise gap knowledge transfer mechanisms for ai regulation by moritz von knebel read the publication startups mila ventures launchpad this program supports ai startups at any time of the year benefit from cutting edge resources and tailored support to accelerate your technology s development apply now main menu en research column2 core expertise core academic members blog speed science contest publications open source software column1 strategic priorities ai and health responsible ai environment and energy ai4science language and image robotics prospective students column1 research master s and phd supervision requests professional master s and graduate diploma research internships postdoctoral fellowships column2 student life and resources lab representatives ombudsman trail responsible ai for researchers courses and schedule faq ai4humanity column1 applied projects ai against modern slavery ai alignment for inclusion ai recap antenna biasly data driven insights for sustainable agriculture first languages ai reality infrared saige column2 ai governance policy and inclusion ai4good lab ai insights for policymakers ai policy fellowship publications indigenous pathfinders in ai mila ai policy fellowship continuing education column1 our programs ai advantage productivity in public service ai policy compass custom ai learning programs column2 mila on udemy foundations in responsible ai series summer school in responsible ai and human rights trail responsible ai for professionals and leaders industry column1 partnerships industrial partners mila community of practice column2 mila ventures mila ventures founder in residence mila ventures launchpad startup challenge venture scientist bootcamp applied research projects for industry impulse program by mila consulting services about column1 about mila leadership team board of directors contact column2 impact reports impact report 2024 25 impact report 2023 24 impact report 2022 23 impact report 2021 22 2021 22 summary of ai adoption activities impact report 2020 21 annual report 2019 20 annual report 2018 19 toggle mobile menu main menu en research column2 core expertise core academic members blog speed science contest publications open source software column1 strategic priorities ai and health responsible ai environment and energy ai4science language and image robotics prospective students column1 research master s and phd supervision requests professional master s and graduate diploma research internships postdoctoral fellowships column2 student life and resources lab representatives ombudsman trail responsible ai for researchers courses and schedule faq ai4humanity column1 applied projects ai against modern slavery ai alignment for inclusion ai recap antenna biasly data driven insights for sustainable agriculture first languages ai reality infrared saige column2 ai governance policy and inclusion ai4good lab ai insights for policymakers ai policy fellowship publications indigenous pathfinders in ai mila ai policy fellowship continuing education column1 our programs ai advantage productivity in public service ai policy compass custom ai learning programs column2 mila on udemy foundations in responsible ai series summer school in responsible ai and human rights trail responsible ai for professionals and leaders industry column1 partnerships industrial partners mila community of practice column2 mila ventures mila ventures founder in residence mila ventures launchpad startup challenge venture scientist bootcamp applied research projects for industry impulse program by mila consulting services about column1 about mila leadership team board of directors contact column2 impact reports impact report 2024 25 impact report 2023 24 impact report 2022 23 impact report 2021 22 2021 22 summary of ai adoption activities impact report 2020 21 annual report 2019 20 annual report 2018 19 top menu directory insights news careers français what are you looking for popular keywords yoshua bengio ai ai for humanity we use cookies to analyze the browsing and usage of our website and to personalize your experience you can disable these technologies at any time but this may limit certain functionalities of the site read our privacy policy for more information set cookies refuse cookies accept cookies setting cookies you can enable and disable the types of cookies you wish to accept however certain choices you make could affect the services offered on our sites e g suggestions personalised ads etc essential cookies these cookies are necessary for the operation of the site and cannot be deactivated still active toggle analytics cookies do you accept the use of cookies to measure the audience of our sites toggle multimedia player do you accept the use of cookies to display and allow you to watch the video content hosted by our partners youtube etc toggle save home inspiring the development of artificial intelligence for the benefit of all located in the heart of quebec s ai ecosystem mila is a community of more than 1 400 researchers specializing in machine learning and dedicated to scientific excellence and innovation about featured startups mila ventures launchpad this program supports ai startups at any time of the year benefit from cutting edge resources and tailored support to accelerate your technology s development apply now learning mila on udemy gain foundational responsible artificial intelligence ai skills through self paced courses from mila s global experts learn more publications ai policy fellowship publications the mila ai policy fellowship translates deep ai expertise into rigorous public interest policy read the newest publication bridging the expertise gap knowledge transfer mechanisms for ai regulation by moritz von knebel read the publication news 29 jun 2026 over 80 mila affiliated papers at icml 2026 read the story 23 jun 2026 charles brindamour and alanna watt join mila s board of directors read the story 18 jun 2026 speed science 2026 recap highlights and winner announcement read the story see more news faculty founded in 1993 by professor yoshua bengio mila today brings together over 140 professors affiliated with université de montréal mcgill university polytechnique montréal and hec montréal mila also welcomes professors from université laval université de sherbrooke école de technologie supérieure éts and concordia university browse the online directory latest publications empowering 2d neural network for 3d medical image segmentation via neighborhood information fusion qiankun li xiaolong huang yani zhang bo fang duo hong junxin chen 2026 06 30 pattern recognition published doi org wagg cost aware aggregation of windowing operators in stream processing pritish mishra ruoyu deng alexandre da silva veith oana balmau eyal de lara 2026 06 19 international conference on mobile systems applications and services published doi org the digital heartbeat a qualitative descriptive study on women s views on preventing cardiovascular disease in primary care ilhem chaima bousbiat samira abbasgholizadeh rahimi roland grad charo rodriguez background this empirical study aims to explore women s perspectives on cardiovascular disease and the use of digital health interventions see more dhis for their primary prevention and to gather insights on essential features for developing artificial intelligent enabled technologies methods adopting a qualitative descriptive research design we conducted 15 semi structured in depth interviews via zoom with women at higher risk for cardiovascular disease participants were women over 40 years old residing in quebec with at least one cardiovascular disease risk factor and proficient in english recruitment was from a mcgill university affiliated clinic an inductive thematic analysis approach was used for data analysis results five major themes were identified i understanding cardiovascular disease in a variety of ways ii barriers and challenges to preventing cardiovascular disease in women iii women taking charge of their cardiovascular well being iv mixed perspectives regarding artificial intelligent enabled technologies for cardiovascular disease prevention such as xi care and v range of suggestions for the format and design of a prospective artificial intelligent enabled technologies conclusions despite the prevalence of cardiovascular disease there is a significant knowledge gap among women regarding the chronic nature and manifestations of these diseases artificial intelligent enabled technologies like xi care with the potential for customization and interactive engagement could enhance the primary prevention of cardiovascular disease in women providing valuable insights for the subsequent phases of the project leading to xi care s development 2026 06 18 family practice published doi org engineered nonheme iron enzymes enable asymmetric hydrogenation of alkenes yunfei he shuang yu dai mei yan xu baixu ma jian tang lizhi tao zhen liu developing biocatalytic systems capable of reducing simple alkenes is highly desirable for synthetic chemistry and biosynthesis yet existin see more g enzymes remain largely restricted to their ability to convert polarized electron deficient substrates here we present a nonheme iron metalloenzyme platform that enables hydrogenation of styrenes conjugated nitriles and amides and nonconjugated olefins through a putative iron hydride mechanism starting from the fe ii α ketoglutarate dependent dioxygenase gox iterative rounds of directed evolution produced an engineered alkene hydrogenase ahase 6 containing 16 mutations and promoting nabh 4 driven reduction across diverse c c bond motifs kinetic analysis indicates that this enzymatic hydrogenation process proceeds via formation of an enzyme substrate ternary complex through a sequential mechanism mechanistic studies further reveal that alkene insertion occurs with regioselectivity governed primarily by substrate electronics and sterics these findings establish nonheme iron enzymes as an unrecognized scaffold for metal hydride based hydrogenation and highlight their potential as sustainable tunable alternatives to traditional catalytic systems 2026 06 12 journal of the american chemical society published doi org see more publications mila ventures mila ventures our venture arm cultivates the next generation of companies backed by mila s world class ai research ecosystem we invest in visionary founders building at the frontier of deep tech ai stem and beyond we believe the future will be 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