Mubashar Hassan

2025

A comprehensive fusion model for improved pneumonia prediction based on KNN-wavelet-GLCM and a residual network

Shati, A., Hassan, M. & Datta, A., Jun 2025, In: Intelligent Systems with Applications. 26, 15 p., 200492.

Research output: Contribution to journal › Article › peer-review

Open Access

Assessment integrity and validity in the teaching laboratory: adapting to GenAI by developing an understanding of the verifiable learning objectives behind laboratory assessment selection

Nikolic, S., Suessea, T. F., Grundy, S., Haquec , R., Lydend , S., Lale , S., Hassan, M., Daniel, S. & Belkinah , M., 2 Feb 2025, (E-pub ahead of print) In: European Journal of Engineering Education.

Research output: Contribution to journal › Article › peer-review

Open Access

Evaluating BERT-based language models for detecting misinformation

Anggrainingsih, R., Hassan, M. & Datta, A., 10 Mar 2025, (E-pub ahead of print) In: NEURAL COMPUTING & APPLICATIONS. 32 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Evaluating the impact of the Radiomics Quality Score: a systematic review and meta-analysis

Barry, N., Kendrick, J., Molin, K., Li, S., Rowshanfarzad, P., Hassan, G. M., Dowling, J., Parizel, P. M., Hofman, M. S. & Ebert, M. A., Mar 2025, In: European Radiology. 35, 3, p. 1701-1713 13 p., e240262.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Evaluating the prognostic value of radiomics and clinical features in metastatic prostate cancer using [68Ga]Ga-PSMA-11 PET/CT

Molin, K., Barry, N., Gill, S., Hassan, M., Francis, R., Ong, J. S. L., Ebert, M. & Kendrick, J., 9 Jan 2025, (E-pub ahead of print) In: Physical and Engineering Sciences in Medicine. p. 1-13 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Milk Composition Is Predictive of Low Milk Supply Using Machine Learning Approaches

Jin, X., Lai, C. T., Perrella, S., Zhou, X., Hassan, M., McEachran, J., Gridneva, Z., Taylor, N., Wlodek, M. & Geddes, D., 2 Jan 2025, In: Diagnostics. 15, 2, 16 p., 191.

Research output: Contribution to journal › Article › peer-review

Open Access

MNA-net: Multimodal Neuroimaging Attention-Based Architecture for Cognitive Decline Prediction

Vo, J., Sharif, N. & Hassan, M., 2025, Predictive Intelligence in Medicine: 7th International Workshop, PRIME 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Rekik, I., Adeli, E., Park, S. H. & Cintas, C. (eds.). 1 ed. Switzerland: Springer, p. 86-98 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15155 LNCS).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

2024

[18]F-fluoroethyl-L-tyrosine positron emission tomography for radiotherapy target delineation: Results from a Radiation Oncology credentialing program

Barry, N., Koh, E. S., Ebert, M. A., Moore, A., Francis, R. J., Rowshanfarzad, P., Hassan, G. M., Ng, S. P., Back, M., Chua, B., Pinkham, M. B., Pullar, A., Phillips, C., Sia, J., Gorayski, P., Le, H., Gill, S., Croker, J., Bucknell, N. & Bettington, C. & 11 others, Syed, F., Jung, K., Chang, J., Bece, A., Clark, C., Wada, M., Cook, O., Whitehead, A., Rossi, A., Grose, A. & Scott, A. M., Apr 2024, In: Physics and Imaging in Radiation Oncology. 30, 100568.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

An open-source analysis workflow for geometrically imperfect bolted ring-flanges in wind turbine support structures

Jorgensen, J., Hodkiewicz, M., Cripps, E. & Hassan, G. M., 10 Jun 2024, Journal of Physics: Conference Series: The Science of Making Torque from Wind (TORQUE 2024). 6 ed. IOP Publishing, Vol. 2767. p. 1-10 062004. (Journal of Physics: Conference Series).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Open Access

ChatGPT, Copilot, Gemini, SciSpace and Wolfram versus higher education assessments: an updated multi-institutional study of the academic integrity impacts of Generative Artificial Intelligence (GenAI) on assessment, teaching and learning in engineering

Nikolic, S., Sandison, C., Haque, R., Daniel, S., Grundy, S., Belkina, M., Lyden, S., Hassan, M. & Neal, P., 2024, In: Australasian Journal of Engineering Education. 29, 2, p. 126-153 28 p.

Research output: Contribution to journal › Article › peer-review

Open Access

15 Citations (Scopus)

Detecting Sleep Disorders from NREM Using DeepSDBPLM

Almutairi, H., Hassan, G. M. & Datta, A., 2024, Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications. Ahmad, N. S., Mohamad-Saleh, J. & Teh, J. (eds.). Singapore: Springer Science + Business Media, p. 459-467 9 p. (Lecture Notes in Electrical Engineering; vol. 1123 LNEE).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Dynamic responses of rubberised concrete: A study using short-length F-shape barriers subjected to pendulum impact

Lyu, X., Ran, H., Elchalakani, M., Wittek, A., Hassan, M., Ayough, P. & Pham, T. M., 15 Oct 2024, In: Journal of Building Engineering. 95, 110135.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Engineering Assessment in the Age of Generative Artificial Intelligence: A Critical Analysis

Daniel, S., Nikolic, S., Sandison, C., Haque, R., Grundy, S., Belkina, M., Lyden, S., Hassan, M. & Neal, P., 2024, 2024 World Engineering Education Forum - Global Engineering Deans Council (WEEF-GEDC). IEEE, Institute of Electrical and Electronics Engineers, 6 p. (2024 World Engineering Education Forum - Global Engineering Deans Council, WEEF-GEDC 2024).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Evaluating and transforming you and your colleagues' assessments in an age of generative AI

Neal, P., Daniel, S., Hassan, M., Grundy, S., Haque, R., Nikolic, S., Belkina, M., Lyden, S. & Sandison, C., 4 Sept 2024.

Research output: Contribution to conference › Conference presentation/ephemera › peer-review

Open Access

From inception to the present: A review analysing the application of the radiomics quality score.

Barry, N., Kendrick, J., Rowshan Farzad, P., Hassan, M. & Ebert, M., 2024.

Research output: Contribution to conference › Poster › peer-review

High-Definition 3D Point Cloud Mapping of the City of Subiaco in Western Australia

Ciceklidag, P., Ibrahim, M., Wang, H., Miao, Y., Hong, J., Hassan, M. & Mian, A., 2024, 2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Association for Computing Machinery (ACM), p. 25-32 8 p. (Proceedings - 2024 25th International Conference on Digital Image Computing: Techniques and Applications, DICTA 2024).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Laboratory learning objectives: ranking objectives across the cognitive, psychomotor and affective domains within engineering

Nikolic, S., Suesse, T., Grundy, S., Haque, R., Lyden, S., Hassan, G. M., Daniel, S., Belkina, M. & Lal, S., 2024, In: European Journal of Engineering Education. 49, 3, p. 454-473 20 p.

Research output: Contribution to journal › Article › peer-review

Open Access

13 Citations (Scopus)

Learning Sparse Temporal Video Mapping for Action Quality Assessment in Floor Gymnastics

Zahan, S., Hassan, M. & Mian, A., 16 May 2024, In: Institute of Electrical and Electronics Engineers Transactions on Instrumentation and Measurement. 73, p. 1-11 11 p., 5020311.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

OpenBoltRF: An open-source workflow to analyse load transfer for geometrically imperfect bolted ring-flanges in offshore wind turbines.

Jorgensen, J. H., Hodkiewicz, M., Cripps, E. & Hassan, G. M., 31 Jan 2024

Research output: Non-traditional research output › Software

Optimizing Cloud Performance: A Microservice Scheduling Strategy for Enhanced Fault-Tolerance, Reduced Network Traffic, and Lower Latency

Alelyani, A., Datta, A. & Hassan, M., 2024, In: IEEE Access. 12, p. 35135-35153 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Transformer-based models for combating rumours on microblogging platforms: a review

Anggrainingsih, R., Hassan, M. & Datta, A., Aug 2024, In: Artificial Intelligence Review. 57, 8, 212.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Transformer CycleGAN with uncertainty estimation for CBCT based synthetic CT in adaptive radiotherapy

Rusanov, B., Hassan, G. M., Reynolds, M., Sabet, M., Rowshanfarzad, P., Bucknell, N., Gill, S., Dass, J. & Ebert, M., 30 Jan 2024, In: Physics in Medicine and Biology. 69, 3, 035014.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Citations (Scopus)

2023

Automatic Detection of Abnormal EEG Signals Using WaveNet and LSTM

Datta, A., Albaqami, H. & Hassan, G. M., 1 Jul 2023, In: Sensors (Switzerland). 23, 13, 16 p., 5960.

Research output: Contribution to journal › Article › peer-review

Open Access

10 Citations (Scopus)

CE-BERT: Concise And Efficient BERT-based Model for Detecting Rumours on Twitter

Anggrainingsih, R., Hassan, G. M. & Datta, A., 28 Jul 2023, In: IEEE Access. 11, p. 80207-80217 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

13 Citations (Scopus)

ChatGPT versus engineering education assessment: a multidisciplinary and multi-institutional benchmarking and analysis of this generative artificial intelligence tool to investigate assessment integrity

Nikolic, S., Daniel, S., Haque, R., Belkina, M., Hassan, G. M., Grundy, S., Lyden, S., Neal, P. & Sandison, C., 2023, In: European Journal of Engineering Education. 48, 4, p. 559-614 56 p.

Research output: Contribution to journal › Article › peer-review

Open Access

140 Citations (Scopus)

COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals: Conference proceedings

Shati, A., Hassan, M. & Datta, A., 2023, 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). Hu, J., Min, G. & Wang, G. (eds.). IEEEE, p. 2706-2713 8 p. (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Open Access

1 Citation (Scopus)

DAScheduler: Dependency-Aware Scheduling Algorithm for Containerized Dependent Jobs

Alelyani, A., Datta, A. & Hassan, G. M., Aug 2023, In: Journal of Grid Computing. 21, 3, 46.

Research output: Contribution to journal › Article › peer-review

Open Access

Delineation and agreement of FET PET biological volumes in glioblastoma: results of the nuclear medicine credentialing program from the prospective, multi-centre trial evaluating FET PET In Glioblastoma (FIG) study—TROG 18.06

Barry, N., Francis, R. J., Ebert, M. A., Koh, E. S., Rowshanfarzad, P., Hassan, G. M., Kendrick, J., Gan, H. K., Lee, S. T., Lau, E., Moffat, B. A., Fitt, G., Moore, A., Thomas, P., Pattison, D. A., Akhurst, T., Alipour, R., Thomas, E. L., Hsiao, E. & Schembri, G. P. & 18 others, Lin, P., Ly, T., Yap, J., Kirkwood, I., Vallat, W., Khan, S., Krishna, D., Ngai, S., Yu, C., Beuzeville, S., Yeow, T. C., Bailey, D., Cook, O., Whitehead, A., Dykyj, R., Rossi, A., Grose, A. & Scott, A. M., Nov 2023, In: European Journal of Nuclear Medicine and Molecular Imaging. 50, 13, p. 3970-3981 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Citations (Scopus)

Human Gesture and Gait Analysis for Autism Detection

Zahan, S., Hassan, G. M. & Mian, A., 14 Aug 2023, (E-pub ahead of print) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. USA: IEEEE, p. 3328-3337 10 p.

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Open Access

8 Citations (Scopus)

Learning sparse temporal video mapping for action quality assessment in floor gymnastics

Zahan, S., Hassan, G. M. & Mian, A., Jan 2023, (Submitted) arXiv, 9 p.

Research output: Working paper › Preprint

Machine-Learning-Based-Approaches for Sleep Stage Classification Utilising a Combination of Physiological Signals: A Systematic Review

Almutairi, H., Hassan, M. & Datta, A., 15 Dec 2023, In: Applied Sciences (Switzerland). 13, 24, 24 p., 13280.

Research output: Contribution to journal › Review article › peer-review

Open Access

4 Citations (Scopus)

MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG

Albaqami, H., Hassan, G. M. & Datta, A., Jul 2023, In: Biomedical Signal Processing and Control. 84, 104780.

Research output: Contribution to journal › Article › peer-review

21 Citations (Scopus)

Patient Independent Interictal Epileptiform Discharge Detection

McDougall, M., Albaqami, H., Mubashar Hassan, G. & Datta, A., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Piscataway: IEEE, Institute of Electrical and Electronics Engineers, 6 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

2 Citations (Web of Science)

Prognostic utility of RECIP 1.0 with manual and AI-based segmentations in biochemically recurrent prostate cancer from [68Ga]Ga-PSMA-11 PET images

Kendrick, J., Francis, R. J., Hassan, G. M., Rowshan Farzad, P., Ong, J. S., McCarthy, M. C., Alexander, S. & Ebert, M., Nov 2023, In: European Journal of Nuclear Medicine and Molecular Imaging. 50, 13, p. 4077-4086 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Citations (Scopus)

Prospective inter- and intra-tracer repeatability analysis of radiomics features in [68Ga]Ga-PSMA-11 and [18F]F-PSMA-1007 PET scans in metastatic prostate cancer

Kendrick, J., Francis, R., Hassan, G. M., Rowshan Farzad, P., Ong, J. S. L., Jeraj, R., Barry, N., Hagan, T. & Ebert, M., Dec 2023, In: The British journal of radiology. 96, 1152, 11 p., 20221178.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

Quantitative [68Ga]Ga-PSMA-11 PET Biomarkers for the analysis of Lesion-level Progression in Biochemically Recurrent Prostate Cancer – A Multicentre Study

Kendrick, J., Francis, R., Hassan, G. M., Rowshan Farzad, P., Ong, J. S. L., Barry, N., Rusanov, B. & Ebert, M., Dec 2023, In: Scientific Reports. 13, 1, 17673 .

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Requirements for the application of the Digital Twin Paradigm to offshore wind turbine structures for uncertain fatigue analysis

Jorgensen, J., Hodkiewicz, M., Cripps, E. & Hassan, G. M., Feb 2023, In: Computers in Industry. 145, 103806.

Research output: Contribution to journal › Article › peer-review

Open Access

17 Citations (Scopus)

Role of Theory in Analysing the Dynamic of Self-regulated Learning Process Based on Students’ Event Logs Data: A Scoping Review

Hasibuan, M. A., Reynolds, M., Male, S. & Hassan, G. M., 2023, ASCILITE 2023 Conference Proceedings: People, Partnerships and Pedagogies. Cochrane, T., Narayan, V., Brown, C., MacCallum, K., Bone, E., Deneen, C., Vanderburg, R. & Hurren, B. (eds.). Christchurch, New Zealand, p. 126-136 11 p.

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Open Access

SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans

Saleem, A., Ilyas, Z., Sutter, D., Hassan, G. M. & Gilani, Z., Oct 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings Part VI. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Canada: Springer, Vol. 14225. p. 273-283 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Open Access

1 Citation (Web of Science)

SDFA: Structure Aware Discriminative Feature Aggregation for Efficient Human Fall Detection in Video

Zahan, S., Hassan, G. M. & Mian, A., 1 Aug 2023, In: IEEE Transactions on Industrial Informatics. 19, 8, p. 8713-8721 9 p.

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Sequential Image Storytelling Model Based on Transformer Attention Pooling

Malakan, Z. M., Hassan, M. & Mian, A., Nov 2023, 2023 38th International Conference on Image and Vision Computing New Zealand (IVCNZ). Bailey, D., Punchihewa, A. & Paturkar, A. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 (International Conference Image and Vision Computing New Zealand).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Sequential Vision to Language as Story: A Storytelling Dataset and Benchmarking

Malakan, Z. M., Anwar, S., Hassan, G. M. & Mian, A., 2023, In: IEEE Access. 11, p. 70805-70818 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Using VR to teach safety in design: what and how do engineering students learn?

Marinelli, M., Male, S., Valentine, A., Guzzomi, A., Van Der Veen, T. & Hassan, G. M., 2023, In: European Journal of Engineering Education. 48, 3, p. 538-558 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Citations (Scopus)

2022

A European vs Australasian Comparison of Engineering Laboratory Learning Objectives Rankings

Nikolic, S., Suesse, T. F., Grundy, S., Haque, R., Lyden, S., Hassan, G. M., Daniel, S., Belkina, M. & Lal, S., 2022, SEFI 2022 - 50th Annual Conference of the European Society for Engineering Education, Proceedings. Jarvinen, H.-M., Silvestre, S., Llorens, A. & Nagy, B. V. (eds.). European Society for Engineering Education (SEFI), p. 558-567 10 p. (SEFI 2022 - 50th Annual Conference of the European Society for Engineering Education, Proceedings).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

1 Citation (Scopus)

A Survey of Neural Trojan Attacks and Defenses in Deep Learning

Wang, J., Hassan, G. M. & Akhtar, N., 15 Feb 2022, USA: arXiv, 15 p.

Research output: Working paper › Preprint

File

78 Downloads (Pure)

A Visual Data Storytelling Framework

Zhang, Y., Reynolds, M., Lugmayr, A., Damjanov, K. & Hassan, G. M., Dec 2022, In: Informatics. 9, 4, 22 p., 73.

Research output: Contribution to journal › Article › peer-review

Open Access

19 Citations (Scopus)

Cognitive Impairment Prediction by Normal Cognitive Brain MRI Scans Using Deep Learning

Bardwell, J., Hassan, G. M., Salami, F. & Akhtar, N., 2022, AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Proceedings. Aziz, H., Corrêa, D. & French, T. (eds.). Springer Science + Business Media, p. 571-584 14 p. 287559. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13728 LNAI).

Research output: Chapter in Book/Conference paper › Conference paper › peer-review