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Quinlan D. Buchlak
Quinlan D. Buchlak
Monash Health
Verified email at my.nd.edu.au
Title
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Cited by
Year
Machine learning applications to clinical decision support in neurosurgery: an artificial intelligence augmented systematic review
QD Buchlak, N Esmaili, JC Leveque, F Farrokhi, C Bennett, M Piccardi, ...
Neurosurgical review 43, 1235-1253, 2020
1842020
Effect of a comprehensive deep-learning model on the accuracy of chest x-ray interpretation by radiologists: a retrospective, multireader multicase study
JCY Seah, CHM Tang, QD Buchlak, XG Holt, JB Wardman, A Aimoldin, ...
The Lancet Digital Health 3 (8), e496-e506, 2021
1292021
A systematic multidisciplinary initiative for reducing the risk of complications in adult scoliosis surgery
R Sethi, QD Buchlak, V Yanamadala, ML Anderson, EA Baldwin, ...
Journal of Neurosurgery: Spine 26 (6), 744-750, 2017
782017
Machine learning applications to neuroimaging for glioma detection and classification: An artificial intelligence augmented systematic review
QD Buchlak, N Esmaili, JC Leveque, C Bennett, F Farrokhi, M Piccardi
Journal of Clinical Neuroscience 89, 177-198, 2021
652021
Complication avoidance with pre-operative screening: insights from the Seattle spine team
QD Buchlak, V Yanamadala, JC Leveque, R Sethi
Current reviews in musculoskeletal medicine 9, 316-326, 2016
612016
Investigating risk factors and predicting complications in deep brain stimulation surgery with machine learning algorithms
F Farrokhi, QD Buchlak, M Sikora, N Esmaili, M Marsans, P McLeod, ...
World neurosurgery 134, e325-e338, 2020
492020
Multidisciplinary evaluation leads to the decreased utilization of lumbar spine fusion: an observational cohort pilot study
V Yanamadala, Y Kim, QD Buchlak, AK Wright, J Babington, A Friedman, ...
Spine 42 (17), E1016-E1023, 2017
472017
The Seattle spine score: predicting 30-day complication risk in adult spinal deformity surgery
QD Buchlak, V Yanamadala, JC Leveque, A Edwards, K Nold, R Sethi
Journal of Clinical Neuroscience 43, 247-255, 2017
432017
Correction of severe spinopelvic mismatch: decreased blood loss with lateral hyperlordotic interbody grafts as compared with pedicle subtraction osteotomy
MD Jean-Christophe Leveque, MD, Vijay Yanamadala, MD, MBA, Quinlan D ...
Neurosurgical Focus 43 (2), E15-E24, 2017
402017
Spinal cord glioblastoma: 25 years of experience from a single institution
V Yanamadala, RM Koffie, GM Shankar, JI Kumar, QD Buchlak, ...
Journal of Clinical Neuroscience 27, 138-141, 2016
372016
Assessment of the effect of a comprehensive chest radiograph deep learning model on radiologist reports and patient outcomes: a real-world observational study
CM Jones, L Danaher, MR Milne, C Tang, J Seah, L Oakden-Rayner, ...
BMJ open 11 (12), e052902, 2021
232021
Charting the potential of brain computed tomography deep learning systems
QD Buchlak, MR Milne, J Seah, A Johnson, G Samarasinghe, B Hachey, ...
Journal of Clinical Neuroscience 99, 217-223, 2022
182022
Chest radiographs and machine learning–Past, present and future
CM Jones, QD Buchlak, L Oakden‐Rayner, M Milne, J Seah, N Esmaili, ...
Journal of Medical Imaging and Radiation Oncology 65 (5), 538-544, 2021
172021
Ethical thinking machines in surgery and the requirement for clinical leadership
QD Buchlak, N Esmaili, JC Leveque, C Bennett, M Piccardi, F Farrokhi
The American Journal of Surgery 220 (5), 1372-1374, 2020
142020
Natural language processing applications in the clinical neurosciences: A machine learning augmented systematic review
QD Buchlak, N Esmaili, C Bennett, F Farrokhi
Machine Learning in Clinical Neuroscience: Foundations and Applications, 277-289, 2022
112022
Do comprehensive deep learning algorithms suffer from hidden stratification? A retrospective study on pneumothorax detection in chest radiography
J Seah, C Tang, QD Buchlak, MR Milne, X Holt, H Ahmad, J Lambert, ...
BMJ open 11 (12), e053024, 2021
92021
Team approach: safety and value in the practice of complex adult spinal surgery
RK Sethi, AK Wright, VM Nemani, HA Bean, AS Friedman, JCA Leveque, ...
JBJS reviews 8 (4), e0145, 2020
92020
Machine learning augmented interpretation of chest X-rays: a systematic review
HK Ahmad, MR Milne, QD Buchlak, N Ektas, G Sanderson, H Chamtie, ...
Diagnostics 13 (4), 743, 2023
72023
Quality and safety improvement initiatives in complex spine surgery
RK Sethi, QD Buchlak, JC Leveque, AK Wright, VV Yanamadala
Seminars in Spine Surgery 30 (2), 111-120, 2018
52018
Cortical processing of unplanned movement sequences involving hands and feet: Evidence from event‐related potentials
J Miller, Q Buchlak
Psychophysiology 49 (7), 970-979, 2012
52012
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Articles 1–20