Biocomputation

Biocomputation

A specialisation in Biocomputation will develop your proficiency to utilise advanced computational tools to help solve clinical problems in healthcare.

This specialisation will explore several areas relating to cutting-edge biotechnologies in this field including artificial intelligence and machine learning.

Unit of study Credit points A: Assumed knowledge P: Prerequisites C: Corequisites N: Prohibition Session

Biocomputation Engineering

Students complete 30 credit points to achieve this specialisation.
Students must complete 6 credit points from the following:
BMET2925
AI, Data, and Society in Health
6    A Familiarity with general mathematical and statistical concepts. Online learning modules will be provided to support obtaining this knowledge.
N BMET9925

Note: Department permission required for enrolment

Semester 1
Students must complete a minimum of 12 credit points from the following:
BMET5790
Introduction to Biomechatronics
6    A Knowledge in mechanical and electronic engineering; adequate maths and applied maths skills; background knowledge of physics, chemistry and biology; Some programming capability: MATLAB, C, C++, software tools used by engineers including CAD and EDA packages.
P (MECH3921 or BMET3921) or MTRX3700 or MTRX3760 or (AMME5921 or BMET5921 or BMET9921)
N AMME4790 or AMME5790
Semester 2
BMET5933
Biomedical Image Analysis
6    A An understanding of biology (1000-level), experience with programming (ENGG1801, ENGG1810, BMET2922 or BMET9922).
Semester 1
BMET5995
Advanced Bionics
6    A AMME5921 OR BMET5921 OR MECH3921 OR BMET3921
N AMME5995 OR AMME5951 OR BMET5951
Semester 1
Students must complete a maximum of 12 credit points from the following:
COMP5310
Principles of Data Science
6    A Good understanding of relational data model and database technologies as covered in ISYS2120 or COMP9120 (or equivalent UoS from different institutions).
N INFO3406
Semester 1
Semester 2
COMP5318
Machine Learning and Data Mining
6    A INFO2110 OR ISYS2110 OR COMP9120 OR COMP5138
Semester 1
Semester 2
COMP5329
Deep Learning
6    A COMP5318
Semester 1
COMP5349
Cloud Computing
6    A Basic knowledge of computer networks as covered in INFO1112 or COMP9201 or COMP9601 (or equivalent UoS from different institutions).
Semester 1
COMP5427
Usability Engineering
6    A Skills with modelling as covered in ISYS2110 or ISYS2120 or COMP9110 or COMP9201 (or equivalent UoS from different institutions).
Semester 2
Units taken for the specialisation will also count toward requirements of the Biomedical stream. Additional stream elective units should be taken as per the Biomedical stream table.