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1.

Effects of a comprehensive brain computed tomography deep learning model on radiologist detection accuracy.

Buchlak, Quinlan D; Tang, Cyril H M; Seah, Jarrel C Y; Johnson, Andrew; Holt, Xavier; Bottrell, Georgina M; Wardman, Jeffrey B; Samarasinghe, Gihan; Dos Santos Pinheiro, Leonardo; Xia, Hongze; Ahmad, Hassan K; Pham, Hung; Chiang, Jason I; Ektas, Nalan; Milne, Michael R; Chiu, Christopher H Y; Hachey, Ben; Ryan, Melissa K; Johnston, Benjamin P; Esmaili, Nazanin; Bennett, Christine; Goldschlager, Tony; Hall, Jonathan; Vo, Duc Tan; Oakden-Rayner, Lauren; Leveque, Jean-Christophe; Farrokhi, Farrokh; Abramson, Richard G; Jones, Catherine M; Edelstein, Simon; Brotchie, Peter.

Eur Radiol ; 34(2): 810-822, 2024 Feb.

Article in English | MEDLINE | ID: mdl-37606663

2.

Using neural networks to autonomously assess adequacy in intraoperative cholangiograms.

Badgery, Henry; Zhou, Yuning; Bailey, James; Brotchie, Peter; Chong, Lynn; Croagh, Daniel; Page, Mark; Davey, Catherine E; Read, Matthew.

Surg Endosc ; 38(5): 2734-2745, 2024 May.

Article in English | MEDLINE | ID: mdl-38561583

3.

Distal Medium Vessel Occlusions Can Be Accurately and Rapidly Detected Using Tmax Maps.

Amukotuwa, Shalini A; Wu, Angel; Zhou, Kevin; Page, Inna; Brotchie, Peter; Bammer, Roland.

Stroke ; 52(10): 3308-3317, 2021 10.

Article in English | MEDLINE | ID: mdl-34233460

4.

Target direction rather than position determines oculomotor expectation in repeating sequences.

Anderson, Andrew J; Stainer, Matthew J; Brotchie, Peter; Carpenter, R H S.

Exp Brain Res ; 232(7): 2187-95, 2014 Jul.

Article in English | MEDLINE | ID: mdl-24664429

5.

White matter changes in patients with Parkinson's disease carrying small CGG expansion FMR1 alleles: a pilot study.

Trost, Nicholas; Cook, Mark; Hammersley, Eleanor; Bui, Minh Q; Brotchie, Peter; Burgess, Trent; Slater, Howard; Storey, Elsdon; Loesch, Danuta Z.

Neurodegener Dis ; 14(2): 67-76, 2014.

Article in English | MEDLINE | ID: mdl-24401315

6.

Machine Learning Augmented Interpretation of Chest X-rays: A Systematic Review.

Ahmad, Hassan K; Milne, Michael R; Buchlak, Quinlan D; Ektas, Nalan; Sanderson, Georgina; Chamtie, Hadi; Karunasena, Sajith; Chiang, Jason; Holt, Xavier; Tang, Cyril H M; Seah, Jarrel C Y; Bottrell, Georgina; Esmaili, Nazanin; Brotchie, Peter; Jones, Catherine.

Diagnostics (Basel) ; 13(4)2023 Feb 15.

Article in English | MEDLINE | ID: mdl-36832231

7.

ADMANI: Annotated Digital Mammograms and Associated Non-Image Datasets.

Frazer, Helen M L; Tang, Jennifer S N; Elliott, Michael S; Kunicki, Katrina M; Hill, Brendan; Karthik, Ravishankar; Kwok, Chun Fung; Peña-Solorzano, Carlos A; Chen, Yuanhong; Wang, Chong; Al-Qershi, Osamah; Fox, Samantha K; Li, Shuai; Makalic, Enes; Nguyen, Tuong L; Schmidt, Daniel F; Basnayake Ralalage, Prabhathi; Lippey, Jocelyn F; Brotchie, Peter; Hopper, John L; Carneiro, Gustavo; McCarthy, Davis J.

Radiol Artif Intell ; 5(2): e220072, 2023 Mar.

Article in English | MEDLINE | ID: mdl-37035431

8.

Charting the potential of brain computed tomography deep learning systems.

Buchlak, Quinlan D; Milne, Michael R; Seah, Jarrel; Johnson, Andrew; Samarasinghe, Gihan; Hachey, Ben; Esmaili, Nazanin; Tran, Aengus; Leveque, Jean-Christophe; Farrokhi, Farrokh; Goldschlager, Tony; Edelstein, Simon; Brotchie, Peter.

J Clin Neurosci ; 99: 217-223, 2022 May.

Article in English | MEDLINE | ID: mdl-35290937

9.

Evaluation of deep learning-based artificial intelligence techniques for breast cancer detection on mammograms: Results from a retrospective study using a BreastScreen Victoria dataset.

Frazer, Helen Ml; Qin, Alex K; Pan, Hong; Brotchie, Peter.

J Med Imaging Radiat Oncol ; 65(5): 529-537, 2021 Aug.

Article in English | MEDLINE | ID: mdl-34212526

10.

Incidental detection of prostate cancer with computed tomography scans.

Korevaar, Steven; Tennakoon, Ruwan; Page, Mark; Brotchie, Peter; Thangarajah, John; Florescu, Cosmin; Sutherland, Tom; Kam, Ning Mao; Bab-Hadiashar, Alireza.

Sci Rep ; 11(1): 7956, 2021 04 12.

Article in English | MEDLINE | ID: mdl-33846450

11.

Do comprehensive deep learning algorithms suffer from hidden stratification? A retrospective study on pneumothorax detection in chest radiography.

Seah, Jarrel; Tang, Cyril; Buchlak, Quinlan D; Milne, Michael Robert; Holt, Xavier; Ahmad, Hassan; Lambert, John; Esmaili, Nazanin; Oakden-Rayner, Luke; Brotchie, Peter; Jones, Catherine M.

BMJ Open ; 11(12): e053024, 2021 12 07.

Article in English | MEDLINE | ID: mdl-34876430

12.

Effect of a comprehensive deep-learning model on the accuracy of chest x-ray interpretation by radiologists: a retrospective, multireader multicase study.

Seah, Jarrel C Y; Tang, Cyril H M; Buchlak, Quinlan D; Holt, Xavier G; Wardman, Jeffrey B; Aimoldin, Anuar; Esmaili, Nazanin; Ahmad, Hassan; Pham, Hung; Lambert, John F; Hachey, Ben; Hogg, Stephen J F; Johnston, Benjamin P; Bennett, Christine; Oakden-Rayner, Luke; Brotchie, Peter; Jones, Catherine M.

Lancet Digit Health ; 3(8): e496-e506, 2021 08.

Article in English | MEDLINE | ID: mdl-34219054

13.

Association between radioiodine therapy for Graves' hyperthyroidism and thyroid-associated ophthalmopathy.

El-Kaissi, Samer; Bowden, Joanne; Henry, Margaret J; Yeo, Myra; Champion, Bernard L; Brotchie, Peter; Nicholson, Geoffrey C; Wall, Jack R.

Int Ophthalmol ; 30(4): 397-405, 2010 Aug.

Article in English | MEDLINE | ID: mdl-20405165

14.

Sequences show rapid motor transfer and spatial translation in the oculomotor system.

Stainer, Matthew J; Carpenter, R H S; Brotchie, Peter; Anderson, Andrew J.

Vision Res ; 124: 1-6, 2016 07.

Article in English | MEDLINE | ID: mdl-27317977

15.

An unusual case of hypertensive encephalopathy.

Seneviratne, Janaka; Brotchie, Peter; Gates, Peter; Talman, Paul.

J Clin Neurosci ; 12(3): 323-6, 2005 Apr.

Article in English | MEDLINE | ID: mdl-15851096

16.

Machine learning in radiology.

Brotchie, Peter.

J Med Imaging Radiat Oncol ; 63(1): 25-26, 2019 Feb.

Article in English | MEDLINE | ID: mdl-30697951

17.

Comparison of MRI sequences for evaluation of multiple sclerosis of the cervical spinal cord at 3 T.

Philpott, Cristina; Brotchie, Peter.

Eur J Radiol ; 80(3): 780-5, 2011 Dec.

Article in English | MEDLINE | ID: mdl-21041051

18.

A state space based approach in non-linear hemodynamic response modeling with fMRI data.

Hettiarachchi, Imali T; Pathirana, Pubudu N; Brotchie, Peter.

Annu Int Conf IEEE Eng Med Biol Soc ; 2010: 2391-4, 2010.

Article in English | MEDLINE | ID: mdl-21096806

19.

Robust ODF smoothing for accurate estimation of fiber orientation.

Beladi, Somaieh; Pathirana, Pubudu N; Brotchie, Peter.

Annu Int Conf IEEE Eng Med Biol Soc ; 2010: 2698-701, 2010.

Article in English | MEDLINE | ID: mdl-21096202

20.

Maximum likelihood estimation for Rician distributed data in analytical q-ball imaging.