Zobrazeno 1 - 10
of 1 350
pro vyhledávání: '"Brudno, A. A."'
Visual attention modeling, important for interpreting and prioritizing visual stimuli, plays a significant role in applications such as marketing, multimedia, and robotics. Traditional saliency prediction models, especially those based on Convolution
Externí odkaz:
http://arxiv.org/abs/2406.17815
Autor:
Sergey Protserov, Jaryd Hunter, Haochi Zhang, Pouria Mashouri, Caterina Masino, Michael Brudno, Amin Madani
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-11 (2024)
Abstract Deep learning for computer vision can be leveraged for interpreting surgical scenes and providing surgeons with real-time guidance to avoid complications. However, neither generalizability nor scalability of computer-vision-based surgical gu
Externí odkaz:
https://doaj.org/article/7a8093a70f654890985e8f6181bc5bd4
Autor:
Cathy Ong Ly, Balagopal Unnikrishnan, Tony Tadic, Tirth Patel, Joe Duhamel, Sonja Kandel, Yasbanoo Moayedi, Michael Brudno, Andrew Hope, Heather Ross, Chris McIntosh
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-10 (2024)
Abstract Healthcare datasets are becoming larger and more complex, necessitating the development of accurate and generalizable AI models for medical applications. Unstructured datasets, including medical imaging, electrocardiograms, and natural langu
Externí odkaz:
https://doaj.org/article/185bf36da61c42b38703f56516e21d80
Autor:
Samantha J Anthony, Sarah J Pol, Enid K Selkirk, Amarens Matthiesen, Robert J Klaassen, Dorin Manase, Amanda Silva, Melanie Barwick, Jennifer N Stinson, Alameen Damer, Mowa Ayibiowu, Selina X Dong, Stephan Oreskovich, Michael Brudno
Publikováno v:
JMIR Human Factors, Vol 11, p e57984 (2024)
BackgroundElectronic patient-reported outcome measures (ePROMs) are standardized digital instruments integrated into clinical care to collect subjective data regarding patients’ health-related quality of life, functional status, and symptoms. In do
Externí odkaz:
https://doaj.org/article/654b4b09b4c24e40944a6272a4f430cf
Autor:
Trevor Jamieson, Kevin Thorpe, Francois Bernier, Melyssa Aronson, Marc Clausen, Rita Kodida, Emma Reble, June C Carroll, Jordan Lerner-Ellis, Yvonne Bombard, Matthew Osmond, Muhammad Mamdani, Ronald Cohn, Emily Seto, Hanna Faghfoury, Josh Silver, Maureen Smith, Lauren Chad, Jan M Friedman, Robin Z Hayeems, Michael Brudno, Gregory Costain, Quynh Pham, Anne-Marie Laberge, Christian Marshall, Cheryl Shuman, Rebekah Jobling, Irfan Dhalla, Serena Shastri-Estrada, Daniel Assamad, Stephanie Luca, Stacy Hewson, Eriskay Liston, Frank Rudzicz, Wendy Ungar, Guylaine D'Amours
Publikováno v:
BMJ Open, Vol 14, Iss 9 (2024)
Introduction Genetic testing is used across medical disciplines leading to unprecedented demand for genetic services. This has resulted in excessive waitlists and unsustainable pressure on the standard model of genetic healthcare. Alternative models
Externí odkaz:
https://doaj.org/article/8affa2793f8c4b6b9384324d8a29b5cd
Publikováno v:
Frontiers in Transplantation, Vol 3 (2024)
With recent advancements in deep learning (DL) techniques, the use of artificial intelligence (AI) has become increasingly prevalent in all fields. Currently valued at 9.01 billion USD, it is a rapidly growing market, projected to increase by 40% per
Externí odkaz:
https://doaj.org/article/b2da2ac99bff492b999e0e0821aa8b6d
Autor:
Mohammad Noroozi, Ace St John, Caterina Masino, Simon Laplante, Jaryd Hunter, Michael Brudno, Amin Madani, Marta Kersten-Oertel
Publikováno v:
JMIR Formative Research, Vol 8, p e52878 (2024)
Background Major bile duct injuries during laparoscopic cholecystectomy (LC), often stemming from errors in surgical judgment and visual misperception of critical anatomy, significantly impact morbidity, mortality, disability, and health care costs.
Externí odkaz:
https://doaj.org/article/d8d1c18714ca42088aea4ea990f8be9b
Large pretrained language models (LMs) like BERT have improved performance in many disparate natural language processing (NLP) tasks. However, fine tuning such models requires a large number of training examples for each target task. Simultaneously,
Externí odkaz:
http://arxiv.org/abs/2201.11576
Autor:
Pandit, Sharda, Agarwalla, Pritha, Song, Feifei, Jansson, Anton, Dotti, Gianpietro, Brudno, Yevgeny
Publikováno v:
In Biomaterials July 2024 308
Autor:
Bombard, Yvonne, Hayeems, Robin Z., Aronson, Melyssa, Bernier, Francois, Brudno, Michael, Carroll, June C., Chad, Lauren, Clausen, Marc, Cohn, Ronald, Costain, Gregory, Dhalla, Irfan, Faghfoury, Hanna, Friedman, Jan, Hewson, Stacy, Jamieson, Trevor, Jobling, Rebekah, Kodida, Rita, Laberge, Anne-Marie, Lerner-Ellis, Jordan, Liston, Eriskay, Luca, Stephanie, Mamdani, Muhammad, Marshall, Christian R., Osmond, Matthew, Pham, Quynh, Reble, Emma, Rudzicz, Frank, Seto, Emily, Shastri-Estrada, Serena, Shuman, Cheryl, Silver, Josh, Smith, Maureen, Thorpe, Kevin, Ungar, Wendy J., Lee, Whiwon, Hirjikaka, Daena, Grewal, Sonya, Shaw, Angela
Publikováno v:
In Genetics in Medicine June 2024 26(6)