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CS seminar: AI for healthcare: CNNs, Transformers, and Beyond
Title: AI for healthcare - CNNs, Transformers, and Beyond.
Presenter: Moulay Akhloufi, Professor at University of Moncton and Founder of the Perception, Robotics and Intelligent Machines (PRIME) research group
Summary: In recent years, we have seen important progress in the field of AI for healthcare, largely attributed to the impressive progress resulting from the application of deep learning. Various medical disciplines, including ophthalmology and radiology, have experienced the positive impact of these advancements. This talk will present the latest developments in leveraging deep learning for medical imaging. This includes the use of Convolutional Neural Networks (CNNs) and deep Transformers. Additionally, I will illustrate how the integration of deep ensemble learning improves the performance of specific tasks in this domain. I will also explore the application of deep learning in detecting eye diseases like diabetic retinopathy and AMD, among others. Moreover, I will discuss the utilization of deep learning and transformers in radiology for the identification and diagnosis of a diverse type of diseases. In addition, cases in oncology, particularly in breast cancer and skin cancer detection, will be showcased. Given the importance of understanding the decisions made by these algorithms, I will provide examples of explainability techniques. Furthermore, I will emphasize the significance of federated learning in enhancing the training performance of deep models while ensuring privacy. Finally, I will touch upon potential research directions in this evolving field.
Short bio: Professor Moulay Akhloufi holds a Bachelor of Science in Physics from the University Abdelmalek Essaadi (Morocco) and a Bachelor of Engineering from Telecom Saint-Etienne (France). He has a Master's and Ph.D. in Electrical Engineering from Ecole Polytechnique of Montreal and Laval University (Canada), respectively. Additionally, he holds an MBA from Laval University. Presently, Professor Akhloufi serves as Professor in Computer Science at Université de Moncton, where he leads the Perception, Robotics, and Intelligent Machines (PRIME) research lab, and holds the position of Director at the Center for Artificial Intelligence NB Power. Prior to joining Université de Moncton in 2016, he gained valuable experience in the industry and in technology transfer within the fields of machine vision and robotics. Professor Akhloufi's research expertise spans across the domains of artificial intelligence, computer vision, and intelligent robotic systems, where he has contributed to over two hundred publications. Additionally, he is a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE), and a member of the Society of Photo-Optical Instrumentation Engineers (SPIE).
WISE Acadia July Camp 2022
Save the date! WISE Acadia is hosting the WISE Acadia Camp on July 11-15, 2022, for girls entering grades 7-9! WISE Acadia campers will live on the Acadia University campus and participate in various hands-on experiences related to Science, Technology, Engineering, Arts, and Math (STEAM)! More information here!
Fundraising in AI Forum
(9:00 am - 5:00 pm)
The Nonprofit A.I. Forum is designed to give nonprofit leaders access to the latest technology and reposition the nonprofit sector from being under-served to first in line to access experts and learn the tactics that can give the third sector the edge. We have scoured the globe for the best experts, the leaders in A.I. adoption, and brought them together for an immersive digital experience.
Framed from the outset on the ethics and digital challenges faced by nonprofits, Acadia University and Fundmetric bring together leaders in planned giving, major gifts, donor retention, donor experience, and A.I. adoption experts for an unforgettable experience. All of these sessions are transcended by an emphasis on diversity and inclusion and how this is a tenant of anti-bias both for machine learning and beyond. We'll be discussing many topics during the forum, here are few examples:
Digital Transformation and Opportunities for AI
Learn about the latest in digital transformation and where the opportunities for AI exist for the nonprofit sector.
Diversity, Equity, and Inclusion in Nonprofit AI
Why efforts in AI development and implementation need to include diverse groups.
The Latest in AI Research and Practical Application
Hear from academics and nonprofit industry leaders alike as they present their latest papers, projects, and practical experience.
Fundraising in A.I. Forum Website
This conference is organized by our very own Dr. Greg Lee and will feature talks from Dr. Lee and Dr. Silver as well as many other experts in the fields of Artificial Intelligence and Fundraising. For information on attending and free admission please reach out to email@example.com
Computer Science Co-op Presentations
(2:30 pm - 4:00 pm)
Behind the Web Scenes
Noor Ahmed, Colibri Software Inc., Wolfville
Converting Legacy Windows GDI Code to Qt and MacOS
Li Quan, Progeny Genealogy, Wolfville
Another Brick in the Trunk
Thomas Walker, Lockheed Martin Corporation, Dartmouth
CSE: Critical Infrastructure, Canadian Centre for Cyber Security
Angela Deaguiar, Communications Security Establishment, Wolfville
Cooperative Education Information Technology Specialist
Abdillahi Hussein, The Discovery Centre, Halifax
Development of Web Applications within the Wholesale Industry
Liam Jones, Ziiware Inc., Kentville