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Nov
13
Tue
Computer Science Networking Workshop @ Malone Hall 228
Nov 13 @ 4:30 pm – 5:30 pm

Calling all CS undergraduates and graduates! Come out to learn networking 101 for young professionals. The JHU Career Center and Computer Science Department want to prepare you for its upcoming Industry Meet and Greet (CS Plugged-In) where technology leaders from local companies of all sizes and JHU alumni affiliate companies will gather at FastForward U to connect with CS students for possible career opportunities. Click on the following link to register: https://jhu.joinhandshake.com/login. To download the flyer, click here.

Nov
27
Tue
Lecturer: Oge Marques, Florida Atlantic University – “Medical image analysis using deep learning”
Nov 27 @ 10:45 am – 11:45 am

Location

Hackerman Hall B-17

Abstract

The field of medical image analysis has experienced a significant shift towards deep learning approaches, particularly convolutional neural networks (CNNs), in recent years. Thanks to their ability to learn features, representations, and tasks directly from images – thereby eliminating the need for manual feature extraction and selection – deep learning solutions are becoming ever more prevalent.

In this talk I will present an overview of recent and ongoing collaborative work in topics related to medical image analysis using deep learning, particularly: (1) tuberculosis type classification from CT
scans; (2) skin lesion segmentation and classification; and (3) surgery video summarization and content
analysis.

Bio

Oge Marques, PhD is Professor of Computer Science and Engineering at the
College of Engineering and Computer Science at Florida Atlantic University (FAU)
(Boca Raton, Florida, USA).

He is Tau Beta Pi Eminent Engineer, ACM
Distinguished Speaker, and the author of more than 100 publications in the area
of intelligent processing of visual information – which combines the fields of
image processing, computer vision, image retrieval, machine learning, serious
games, and human visual perception –, including the textbook “Practical Image
and Video Processing Using MATLAB��� (Wiley-IEEE Press).

Professor Marques is
Senior Member of both the IEEE (Institute of Electrical and Electronics Engineers)
and the ACM (Association for Computing Machinery) and member of the honor societies of Sigma Xi, Phi
Kappa Phi and Upsilon Pi Epsilon. He has more than 30 years of teaching and research experience in
different countries (USA, Austria, Brazil, France, India, Spain, Serbia, and the Netherlands).

Host

Haider Ali

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