Quinlan D. Buchlak
Quinlan D. Buchlak
Monash Health
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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
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
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
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
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
Multidisciplinary evaluation leads to the decreased utilization of lumbar spine fusion
V Yanamadala, Y Kim, QD Buchlak, AK Wright, J Babington, A Friedman, ...
Spine 42 (17), E1016-E1023, 2017
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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