Worldwide Surgical Procedure Volumes Dashboard

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Overview

This new market intelligence tool presented in a detailed yet easy-to-use dashboard format provides thousands of procedure volume forecasts across 12 key medical segments around the world. Current data and 5-year forecasts are provided at the global, regional and country level. This is a must-have tool for medical product companies that are competing in the various surgical markets around the world.

Medical Segments Covered:
Cardiovascular, Peripheral Vascular, Neurosurgery, General Surgery, Orthpedics, Spine, Ophthalmology, OB/GYN, ENT, Urology, Aesthetics & Dermatology, Stereotactic Radiosurgery.
Regional Roll-Ups:
Global, North America, Europe, Asia, Latin America, Other Key Markets
Country Level Breakouts:
US, China, India, Brazil, Russia, Japan, Canada, Germany, France, United Kingdom, Italy, Spain, Mexico, Australia, South Korea, New Zealand, Argentina, Colombia , Chile, South Africa, Turkey, Poland, Switzerland, Belgium, Netherlands, Denmark, Finland, Norway, Sweden
Key Questions Answered:
How many surgical procedures are being performed around the world?
Where will surgical procedure volumes be in the next 5 years?
What are the global, regional and country level trends and opportunities?
Where are the largest and fastest growing procedures from a global, regional and country level standpoint?
Which procedures are competing and gaining/losing share?
Much more...

Cardiothoracic & Interventional Cardiology Procedures
Off-Pump CABG, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
On-Pump CABG, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Mitral Valve Replacements, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Aortic Valve Replacements, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Mitral Valve Repairs, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Aortic Valve Repairs, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Pulmonary Valve Replacements, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Pulmonary Valve Repairs, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Tricuspid Valve Operations, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Percutaneous Valvuloplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Valve Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Ventricular Septal Defect Closures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Patent Ductus Arteriosus Repairs, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Atrial Septal Defect Closures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Repair of Tetralogy of Fallot, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Arterial Shunts Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Atrioventricular Septal Defect Repairs, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Transposition of Great Artery Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Congenital Heart Disease Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Aortic Aneurysm Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Cardiothoracic Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Coronary Interventions Radial Approach, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Coronary Interventions Femoral Approach, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Conventional Pacemaker Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
ICD Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cardiac Resynchronization Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Combined Defibrillation/Resynchronization Device Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cardiac Ablations, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Peripheral Vascular Procedures
Carotid Artery Thrombectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Upper Limb Artery Thrombectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Iliac Artery Thrombectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Renal Artery Thrombectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lower Limb Artery Thrombectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Carotid Artery Angioplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Upper Limb Artery Angioplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Iliac Artery Angioplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Renal Artery Angioplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lower Limb Artery Angioplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Carotid Artery Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Upper Limb Artery Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Iliac Artery Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Renal Artery Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Aortofemoral and Aortobifemoral Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Femoropopliteal Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Femorotibeal Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Lower Limb Bypasses, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Head, Neck, & Upper Limb Thrombectomies & Thromboendarterectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Head, Neck, & Upper Limb Angioplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Removals of the Saphenous Vein, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Removals of Other Veins of the Lower Limbs, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Neurosurgical Procedures 
Surgeries for Traumatic Brain Injuries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
New Shunt Placements, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Revision Shunt Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Endoscopic Third Ventriculostomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Diagnostic Ventricular Endoscopies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Vascular Lesion Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Vascular Lesion Coil Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Pituitary Tumor Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Endoscopic Pituitary Tumor Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Intracranial Tumor Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Endoscopic Intracranial Tumor Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cranioplasties, Duraplasties, and Combined Reconstructions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Functional Neurosurgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

General Surgery Procedures 
Laparoscopic Cholecystectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Cholecystectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Laparoscopic Appendectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Appendectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Laparoscopic Herniorrhaphies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Herniorrhaphies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Esophageal (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Stomach & Intestinal (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Colorectal (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Liver (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Gallbladder & Biliary (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Pancreatic (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other (Other Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Esophageal (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Stomach & Intestinal (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Colorectal (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Liver (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Gallbladder & Biliary (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Pancreatic (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other (Other General, non-Endoscopic), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Laparoscopic Bariatric, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Bariatric, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Orthopedic Procedures
Revision Hip Arthroplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Primary Hip Arthroplasties - Partial Hip, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Primary Hip Arthroplasties - Total Hip, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Revision Knee Arthroplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Primary Knee Arthroplasties - Partial Knee, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Primary Knee Arthroplasties - Total Knee, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Internal Fixation Procedures for the Upper Extremities, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Internal Fixations for Femoral Fractures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Internal Fixations for Other Lower Extremity Fractures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Knees (Arthroscopies), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Shoulders (Arthroscopies), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Ankles (Arthroscopies), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Feet & Toes (Arthroscopies), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Others (Arthroscopies), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Shoulders (Arthroplasties), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Hands & Wrists (Arthroplasties), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Elbows (Arthroplasties), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Feet & Toes (Arthroplasties), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Ankles (Arthroplasties), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Spine Procedures 
Cervical Spine Decompressions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cervical Spine Discectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cervical Spine Fusions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cervical Spine Disc Replacements, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Thoracic Spine Decompressions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Thoracic Spine Discectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Thoracic Spine Fusions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Instrumented Procedures for Deformities, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lumbar Spine Decompressions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lumbar Spine Discectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lumbar Spine Fusions, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Insertion of Lumbar Interspinous Process Spacer, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lumbar Spine Disc Replacements, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Vertebroplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Kyphoplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Facet Joint Denervations, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Ear, Nose, Throat Procedures
Panendoscopies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Adenoidectomies w/o Tonsillectomy, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Tonsillectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
FESS, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Septoplasties, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Tracheostomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Ear Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Tongue Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Obstetrics and Gynecological Procedures
Cesarean Sections, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Destructive Operations, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Episiotomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Obstetrical Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Colposcopies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Salpingo-Oophorectomies & Oophorectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Abdominal Hysterectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Vaginal Hysterectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Breast Reconstruction Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Breast-Conserving Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Mastectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Ophthalmology Procedures 
Phacoemulsification Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
ICCE Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
ECCE Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
MSICS Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Refractive & Other Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Urological Procedures
Extra Corporeal Shock Wave Lithotripsy, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Percutaneous Nephro Lithotripsy, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Ureteroscopies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Open Kidney Stone Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Transurethral Prostatectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other BPH Surgeries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Prostatectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Partial Nephrectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Radical Nephrectomies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Therapeutic Endoscopies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Diagnostic Endoscopies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Urethral Catheterizations of Bladder, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Stereotactic Radiosurgery Procedures
Intracranial SRS Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Extracranial Spine Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Extracranial Lung Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Other Extracranial Procedures, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)

Aesthetic, Dermatological, Plastic Procedures
Punch Biopsies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Shave Biopsies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Incisional Biopsies, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Curettage, Electrocautery, and Electrocoagulation Lesion Destruction, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Photodestruction, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cryotherapy-Based Lesion Destruction, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lesion Removal Procedures: Traditional and Other, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Abdominoplasty, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Blepharoplasty, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Breast Augmentation, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Breast Lift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Breast Reduction (Women), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Buttock Augmentation, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Buttock Lift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Cheek Implants, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Chin Augmentation, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Facelift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Forehead Lift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Gynecomastia Treatment, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Hair Transplantation, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lip Augmentation (other than injectable materials), Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Liposuction, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Lower Body Lift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Otoplasty, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Rhinoplasty, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Thigh Lift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Upper Arm Lift, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Vaginal Rejuvenation, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Surgeries for Patients with Complete Cleft Lip and Palate, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Surgeries for Patients with Isolated Cleft Lip, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Surgeries for Patients with Isolated Cleft Palate, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Surgeries for Burn Injuries, Base Year + 5-Year Forecast, Broken out by Global, Region (5) and Country (32)
Worldwide Surgical Procedure Volumes Dashboard

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