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Deep Learning and Neurology: A Systematic Review

Neurology and therapy, 2019-12, Vol.8 (2), p.351-365

2019

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Deploying deep learning models on unseen medical imaging using adversarial domain adaptation

PloS one, 2022-10, Vol.17 (10), p.e0273262-e0273262

2022

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CHK1 Inhibition in Small-Cell Lung Cancer Produces Single-Agent Activity in Biomarker-Defined Disease Subsets and Combination Activity with Cisplatin or Olaparib

Cancer research (Chicago, Ill.), 2017-07, Vol.77 (14), p.3870-3884

2017

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Deep anomaly detection of seizures with paired stereoelectroencephalography and video recordings

Scientific reports, 2021-04, Vol.11 (1), p.7482-7482, Article 7482

2021

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Robust prediction of nonhome discharge following elective anterior cervical discectomy and fusion using explainable machine learning

European spine journal, 2023-06, Vol.32 (6), p.2149-2156

2023

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Pragmatic Prediction of Excessive Length of Stay After Cervical Spine Surgery With Machine Learning and Validation on a National Scale

Neurosurgery, 2022-08, Vol.91 (2), p.322-330

2022

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Identification of Anterior Cervical Spinal Instrumentation Using a Smartphone Application Powered by Machine Learning

Spine (Philadelphia, Pa. 1976), 2022-05, Vol.47 (9), p.E407-E414

2022

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Automated Measurement of Lumbar Lordosis on Radiographs Using Machine Learning and Computer Vision

Global spine journal, 2020-08, Vol.10 (5), p.611-618

2020

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Intraoperative Navigation in Spine Surgery: Effects on Complications and Reoperations

World neurosurgery, 2022-04, Vol.160, p.e404-e411

2022

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Robust Prediction of Non-home Discharge After Thoracolumbar Spine Surgery With Ensemble Machine Learning and Validation on a Nationwide Cohort

World neurosurgery, 2022-09, Vol.165, p.e83-e91

2022

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Clinical Trials in Spinal Tumors: A Two-Decade Review

World neurosurgery, 2022-05, Vol.161, p.e39-e53

2022

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Population scale latent space cohort matching for the improved use and exploration of observational trial data

Mathematical biosciences and engineering : MBE, 2022-01, Vol.19 (7), p.6795-6813

2022

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Weekend Admission Increases Risk of Readmissions Following Elective Thoracolumbar Spinal Fusion

Global spine journal, 2024-03, Vol.14 (2), p.667-675

2024

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Weekend Admission Increases Risk of Readmissions Following Elective Cervical Spinal Fusion

Neurospine, 2023-03, Vol.20 (1), p.290-300

2023

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Portable hardware & software technologies for addressing ophthalmic health disparities: A systematic review

DIGITAL HEALTH, 2022, Vol.8, p.20552076221090042

2022

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Understanding Artificial Intelligence and Predictive Analytics: A Clinically Focused Review of Machine Learning Techniques

JBJS reviews, 2022-03, Vol.10 (3)

2022

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Development of a machine learning algorithm to identify total and reverse shoulder arthroplasty implants from X-ray images

Journal of orthopaedics, 2023-01, Vol.35, p.74-78

2023

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Reliable Prediction of Discharge Disposition Following Cervical Spine Surgery With Ensemble Machine Learning and Validation on a National Cohort

Clinical spine surgery, 2024-02, Vol.37 (1), p.E30-E36

2024

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Virtual Reality Hemifield Measurements for Corrective Surgery Eligibility in Ptosis Patients: A Pilot Clinical Trial

Translational vision science & technology, 2022-10, Vol.11 (10), p.35-35

2022

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825 Can Applying Machine Learning on Perioperative Team Communication Data Change the Way we Predict Case-time Duration?

Neurosurgery, 2022-04, Vol.68 (Supplement_1), p.139-139

2022

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93. Weekend admission increases risk of readmissions following elective thoracolumbar spinal fusion

The spine journal, 2022-09, Vol.22 (9), p.S51-S51

2022

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90. Identification of anterior cervical spinal instrumentation using a smartphone application powered by machine learning

The spine journal, 2021-09, Vol.21 (9), p.S44-S44

2021

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Teledermatology in medical student, postgraduate trainee, and global dermatology education: A systematic review

JAAD international, 2023-06, Vol.11, p.106-111

2023

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P40. Automated measurement of spinopelvic parameters on lateral lumbar radiographs using deep learning

The spine journal, 2020-09, Vol.20 (9), p.S165-S165

2020

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Deep Residual Nets for Improved Alzheimer's Diagnosis

Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics, 2017, p.615-615

2017

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Deep Learning and Neurology: A Systematic Review

Deploying deep learning models on unseen medical imaging using adversarial domain adaptation

CHK1 Inhibition in Small-Cell Lung Cancer Produces Single-Agent Activity in Biomarker-Defined Disease Subsets and Combination Activity with Cisplatin or Olaparib

Deep anomaly detection of seizures with paired stereoelectroencephalography and video recordings

Robust prediction of nonhome discharge following elective anterior cervical discectomy and fusion using explainable machine learning

Pragmatic Prediction of Excessive Length of Stay After Cervical Spine Surgery With Machine Learning and Validation on a National Scale

Identification of Anterior Cervical Spinal Instrumentation Using a Smartphone Application Powered by Machine Learning

Automated Measurement of Lumbar Lordosis on Radiographs Using Machine Learning and Computer Vision

Intraoperative Navigation in Spine Surgery: Effects on Complications and Reoperations

Robust Prediction of Non-home Discharge After Thoracolumbar Spine Surgery With Ensemble Machine Learning and Validation on a Nationwide Cohort

Clinical Trials in Spinal Tumors: A Two-Decade Review

Population scale latent space cohort matching for the improved use and exploration of observational trial data

Weekend Admission Increases Risk of Readmissions Following Elective Thoracolumbar Spinal Fusion

Weekend Admission Increases Risk of Readmissions Following Elective Cervical Spinal Fusion

Portable hardware & software technologies for addressing ophthalmic health disparities: A systematic review

Understanding Artificial Intelligence and Predictive Analytics: A Clinically Focused Review of Machine Learning Techniques

Development of a machine learning algorithm to identify total and reverse shoulder arthroplasty implants from X-ray images

Reliable Prediction of Discharge Disposition Following Cervical Spine Surgery With Ensemble Machine Learning and Validation on a National Cohort

Virtual Reality Hemifield Measurements for Corrective Surgery Eligibility in Ptosis Patients: A Pilot Clinical Trial

825 Can Applying Machine Learning on Perioperative Team Communication Data Change the Way we Predict Case-time Duration?

93. Weekend admission increases risk of readmissions following elective thoracolumbar spinal fusion

90. Identification of anterior cervical spinal instrumentation using a smartphone application powered by machine learning

Teledermatology in medical student, postgraduate trainee, and global dermatology education: A systematic review

P40. Automated measurement of spinopelvic parameters on lateral lumbar radiographs using deep learning

Deep Residual Nets for Improved Alzheimer's Diagnosis

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