Presentation is loading. Please wait.

Presentation is loading. Please wait.

Mining peripheral arterial disease cases from narrative clinical notes using natural language processing  Naveed Afzal, PhD, Sunghwan Sohn, PhD, Sara.

Published byHoàng Đinh Modified over 5 years ago

Similar presentations

Presentation on theme: "Mining peripheral arterial disease cases from narrative clinical notes using natural language processing  Naveed Afzal, PhD, Sunghwan Sohn, PhD, Sara."— Presentation transcript:

1 Mining peripheral arterial disease cases from narrative clinical notes using natural language processing  Naveed Afzal, PhD, Sunghwan Sohn, PhD, Sara Abram, MD, Christopher G. Scott, MS, Rajeev Chaudhry, MBBS, MPH, Hongfang Liu, PhD, Iftikhar J. Kullo, MD, Adelaide M. Arruda-Olson, MD, PhD  Journal of Vascular Surgery  Volume 65, Issue 6, Pages (June 2017) DOI: /j.jvs Copyright © 2016 The Authors Terms and Conditions

2 Fig 1 Dataset description. PAD, Peripheral arterial disease; REP, Rochester Epidemiology Project. Journal of Vascular Surgery  , DOI: ( /j.jvs ) Copyright © 2016 The Authors Terms and Conditions

3 Fig 2 Study design. ABI, Ankle-brachial index; EHR, electronic health record; ID, identification; NLP, natural language processing. Journal of Vascular Surgery  , DOI: ( /j.jvs ) Copyright © 2016 The Authors Terms and Conditions

4 Fig 3 Peripheral arterial disease (PAD) concept visualization.
Journal of Vascular Surgery  , DOI: ( /j.jvs ) Copyright © 2016 The Authors Terms and Conditions

5 Fig 4 Accuracy of natural language processing (NLP) algorithm compared with billing code algorithms (simple model and full model) for ascertainment of peripheral arterial disease (PAD) status. Journal of Vascular Surgery  , DOI: ( /j.jvs ) Copyright © 2016 The Authors Terms and Conditions

Download ppt "Mining peripheral arterial disease cases from narrative clinical notes using natural language processing  Naveed Afzal, PhD, Sunghwan Sohn, PhD, Sara."

Similar presentations

Professionalism and the work-life balance Thomas S. Huber, MD, PhD Journal of Vascular Surgery Volume 60, Issue 4, Pages 1072-1082 (October 2014) DOI:

Professionalism and the work-life balance Thomas S. Huber, MD, PhD Journal of Vascular Surgery Volume 60, Issue 4, Pages (October 2014) DOI:
Mortality Prognostic Model for Peripheral Arterial Disease

Mortality Prognostic Model for Peripheral Arterial Disease
Without prejudice Journal of Vascular Surgery

Without prejudice Journal of Vascular Surgery
Multicenter randomized clinical trial of supervised exercise therapy with or without feedback versus walking advice for intermittent claudication  Saskia.

Multicenter randomized clinical trial of supervised exercise therapy with or without feedback versus walking advice for intermittent claudication  Saskia.
Susanna L. Matsen, MD, Bruce A. Perler, MD, MBA, David C

Susanna L. Matsen, MD, Bruce A. Perler, MD, MBA, David C
The management of diabetic foot: A clinical practice guideline by the Society for Vascular Surgery in collaboration with the American Podiatric Medical.

The management of diabetic foot: A clinical practice guideline by the Society for Vascular Surgery in collaboration with the American Podiatric Medical.
Successful lower extremity angioplasty improves brachial artery flow-mediated dilation in patients with peripheral arterial disease  Marc Husmann, MD,

Successful lower extremity angioplasty improves brachial artery flow-mediated dilation in patients with peripheral arterial disease  Marc Husmann, MD,
Epidemiology of peripheral arterial disease and critical limb ischemia in an insured national population  Mark R. Nehler, MD, Sue Duval, PhD, Lihong Diao,

Epidemiology of peripheral arterial disease and critical limb ischemia in an insured national population  Mark R. Nehler, MD, Sue Duval, PhD, Lihong Diao,
A patient with multiple paradoxical emboli

A patient with multiple paradoxical emboli
Innovative Informatics Approaches for Peripheral Artery Disease: Current State and Provider Survey of Strategies for Improving Guideline-Based Care  Alisha.

Innovative Informatics Approaches for Peripheral Artery Disease: Current State and Provider Survey of Strategies for Improving Guideline-Based Care  Alisha.
IP219 Functional Popliteal Artery Entrapment Syndrome: A Systematic Review of Diagnosis and Management  Niti Shahi, Mariano Arosemena, Jeontaik Kwon,

IP219 Functional Popliteal Artery Entrapment Syndrome: A Systematic Review of Diagnosis and Management  Niti Shahi, Mariano Arosemena, Jeontaik Kwon,
Validation of a method for determination of the ankle-brachial index in the seated position  Heather L. Gornik, MD, MHS, Bobby Garcia, BA, Kathy Wolski,

Validation of a method for determination of the ankle-brachial index in the seated position  Heather L. Gornik, MD, MHS, Bobby Garcia, BA, Kathy Wolski,
Michael H. Criqui, MD, MPH, Lindsey A. Ho, MPH, Julie O

Michael H. Criqui, MD, MPH, Lindsey A. Ho, MPH, Julie O
Prospective evaluation of the relationship between C-reactive protein, D-dimer and progression of peripheral arterial disease  Scott E. Musicant, MD,

Prospective evaluation of the relationship between C-reactive protein, D-dimer and progression of peripheral arterial disease  Scott E. Musicant, MD,
Impact of lower limbs' arterial calcification on the prevalence and severity of PAD in patients on hemodialysis  Takayasu Ohtake, MD, PhD, Machiko Oka,

Impact of lower limbs' arterial calcification on the prevalence and severity of PAD in patients on hemodialysis  Takayasu Ohtake, MD, PhD, Machiko Oka,
Daniel J. Amaranto, BA, Farah Abbas, MS, Seth Krantz, MD, William H

Daniel J. Amaranto, BA, Farah Abbas, MS, Seth Krantz, MD, William H
Higher body mass index is associated with more adverse changes in calf muscle characteristics in peripheral arterial disease  Zankhana Raval, MD, Kiang.

Higher body mass index is associated with more adverse changes in calf muscle characteristics in peripheral arterial disease  Zankhana Raval, MD, Kiang.
Breakthrough: Arthur Blakemore and Arthur Voorhees, Jr

Breakthrough: Arthur Blakemore and Arthur Voorhees, Jr
Physical activity, walking exercise, and calf skeletal muscle characteristics in patients with peripheral arterial disease  Mary McGrae McDermott, MD,

Physical activity, walking exercise, and calf skeletal muscle characteristics in patients with peripheral arterial disease  Mary McGrae McDermott, MD,
Peripheral arterial disease affects kinematics during walking

Peripheral arterial disease affects kinematics during walking

Similar presentations

Ads by Google