Zobrazeno 1 - 10
of 785
pro vyhledávání: '"P. Rostamzadeh"'
Autor:
Asiedu, Mercy Nyamewaa, Haykel, Iskandar, Dieng, Awa, Kauer, Kerrie, Ahmed, Tousif, Ofori, Florence, Chan, Charisma, Pfohl, Stephen, Rostamzadeh, Negar, Heller, Katherine
Artificial Intelligence (AI) for health has the potential to significantly change and improve healthcare. However in most African countries, identifying culturally and contextually attuned approaches for deploying these solutions is not well understo
Externí odkaz:
http://arxiv.org/abs/2409.12197
Autor:
Humayun, Ahmed Imtiaz, Amara, Ibtihel, Schumann, Candice, Farnadi, Golnoosh, Rostamzadeh, Negar, Havaei, Mohammad
Deep generative models learn continuous representations of complex data manifolds using a finite number of samples during training. For a pre-trained generative model, the common way to evaluate the quality of the manifold representation learned, is
Externí odkaz:
http://arxiv.org/abs/2408.08307
The rise of foundation models holds immense promise for advancing AI, but this progress may amplify existing risks and inequalities, leaving marginalized communities behind. In this position paper, we discuss that disparities towards marginalized com
Externí odkaz:
http://arxiv.org/abs/2406.01757
Autor:
Pfohl, Stephen R., Cole-Lewis, Heather, Sayres, Rory, Neal, Darlene, Asiedu, Mercy, Dieng, Awa, Tomasev, Nenad, Rashid, Qazi Mamunur, Azizi, Shekoofeh, Rostamzadeh, Negar, McCoy, Liam G., Celi, Leo Anthony, Liu, Yun, Schaekermann, Mike, Walton, Alanna, Parrish, Alicia, Nagpal, Chirag, Singh, Preeti, Dewitt, Akeiylah, Mansfield, Philip, Prakash, Sushant, Heller, Katherine, Karthikesalingam, Alan, Semturs, Christopher, Barral, Joelle, Corrado, Greg, Matias, Yossi, Smith-Loud, Jamila, Horn, Ivor, Singhal, Karan
Publikováno v:
Nature Medicine (2024)
Large language models (LLMs) hold promise to serve complex health information needs but also have the potential to introduce harm and exacerbate health disparities. Reliably evaluating equity-related model failures is a critical step toward developin
Externí odkaz:
http://arxiv.org/abs/2403.12025
Autor:
Asiedu, Mercy, Dieng, Awa, Haykel, Iskandar, Rostamzadeh, Negar, Pfohl, Stephen, Nagpal, Chirag, Nagawa, Maria, Oppong, Abigail, Koyejo, Sanmi, Heller, Katherine
With growing application of machine learning (ML) technologies in healthcare, there have been calls for developing techniques to understand and mitigate biases these systems may exhibit. Fair-ness considerations in the development of ML-based solutio
Externí odkaz:
http://arxiv.org/abs/2403.03357
Text-to-image generation models have grown in popularity due to their ability to produce high-quality images from a text prompt. One use for this technology is to enable the creation of more accessible art creation software. In this paper, we documen
Externí odkaz:
http://arxiv.org/abs/2309.02402
Autor:
Hamid Najafipour, Farzaneh Rostamzadeh, Seedieh Jafarinejad-Farsangi, Zahra Bagheri-Hosseinabadi, Elham Jafari, Alireza Farsinejad, Mohmmad Mehdi Bagheri
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract Myocardial infarction (MI) is a leading cause of heart failure, disability and mortality worldwide. In this study, the effects of intramyocardial injection of human platelet lysate (HPL), bone marrow mesenchymal stem cells pretreated with HP
Externí odkaz:
https://doaj.org/article/e79123c9c1844138a3fef8622e8e3ec7
Autor:
Niklas Vockert, Judith Machts, Luca Kleineidam, Aditya Nemali, Enise I. Incesoy, Jose Bernal, Hartmut Schütze, Renat Yakupov, Oliver Peters, Daria Gref, Luisa Sophie Schneider, Lukas Preis, Josef Priller, Eike Jakob Spruth, Slawek Altenstein, Anja Schneider, Klaus Fliessbach, Jens Wiltfang, Ayda Rostamzadeh, Wenzel Glanz, Stefan Teipel, Ingo Kilimann, Doreen Goerss, Christoph Laske, Matthias H. Munk, Annika Spottke, Nina Roy, Michael T. Heneka, Frederic Brosseron, Michael Wagner, Steffen Wolfsgruber, Laura Dobisch, Peter Dechent, Stefan Hetzer, Klaus Scheffler, Peter Zeidman, Yaakov Stern, Björn H. Schott, Frank Jessen, Emrah Düzel, Anne Maass, Gabriel Ziegler, the DELCODE study group
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-16 (2024)
Abstract The cognitive reserve (CR) hypothesis posits that individuals can differ in how their brain function is disrupted by pathology associated with aging and neurodegeneration. Here, we test this hypothesis in the continuum from cognitively norma
Externí odkaz:
https://doaj.org/article/d47f0410fc5e498aa3d4d536cb833fd9
Autor:
Inga Menze, Jose Bernal, Pinar Kaya, Çağla Aki, Malte Pfister, Jonas Geisendörfer, Renat Yakupov, Roberto Duarte Coello, Maria d. C. Valdés-Hernández, Michael T. Heneka, Frederic Brosseron, Matthias C. Schmid, Wenzel Glanz, Enise I. Incesoy, Michaela Butryn, Ayda Rostamzadeh, Dix Meiberth, Oliver Peters, Lukas Preis, Dominik Lammerding, Daria Gref, Josef Priller, Eike J. Spruth, Slawek Altenstein, Andrea Lohse, Stefan Hetzer, Anja Schneider, Klaus Fliessbach, Okka Kimmich, Ina R. Vogt, Jens Wiltfang, Claudia Bartels, Björn H. Schott, Niels Hansen, Peter Dechent, Katharina Buerger, Daniel Janowitz, Robert Perneczky, Boris-Stephan Rauchmann, Stefan Teipel, Ingo Kilimann, Doreen Goerss, Christoph Laske, Matthias H. Munk, Carolin Sanzenbacher, Petra Hinderer, Klaus Scheffler, Annika Spottke, Nina Roy-Kluth, Falk Lüsebrink, Katja Neumann, Joanna Wardlaw, Frank Jessen, Stefanie Schreiber, Emrah Düzel, Gabriel Ziegler
Publikováno v:
Alzheimer’s Research & Therapy, Vol 16, Iss 1, Pp 1-16 (2024)
Abstract Background Perivascular space (PVS) enlargement in ageing and Alzheimer’s disease (AD) and the drivers of such a structural change in humans require longitudinal investigation. Elucidating the effects of demographic factors, hypertension,
Externí odkaz:
https://doaj.org/article/63eb7743209c40979f7c3e0fd2e5303c
Autor:
Jose Bernal, Inga Menze, Renat Yakupov, Oliver Peters, Julian Hellmann-Regen, Silka Dawn Freiesleben, Josef Priller, Eike Jakob Spruth, Slawek Altenstein, Anja Schneider, Klaus Fliessbach, Jens Wiltfang, Björn H. Schott, Frank Jessen, Ayda Rostamzadeh, Wenzel Glanz, Enise I. Incesoy, Katharina Buerger, Daniel Janowitz, Michael Ewers, Robert Perneczky, Boris-Stephan Rauchmann, Stefan Teipel, Ingo Kilimann, Christoph Laske, Sebastian Sodenkamp, Annika Spottke, Anna Esser, Falk Lüsebrink, Peter Dechent, Stefan Hetzer, Klaus Scheffler, Stefanie Schreiber, Emrah Düzel, Gabriel Ziegler
Publikováno v:
Alzheimer’s Research & Therapy, Vol 16, Iss 1, Pp 1-14 (2024)
Abstract Background For over three decades, the concomitance of cortical neurodegeneration and white matter hyperintensities (WMH) has sparked discussions about their coupled temporal dynamics. Longitudinal studies supporting this hypothesis nonethel
Externí odkaz:
https://doaj.org/article/2fc8b02963e64d939d0391d39c8e28cb