Kyle Mani
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View article: Predicting Surgical Site Infection after Lumbar Laminectomy and Discectomy: A Cutting-edge Algorithmic Approach by Incorporating Ensembled Stacking into the Current State-of-the-art for Automated Machine Learning
Predicting Surgical Site Infection after Lumbar Laminectomy and Discectomy: A Cutting-edge Algorithmic Approach by Incorporating Ensembled Stacking into the Current State-of-the-art for Automated Machine Learning Open
To develop an algorithmic approach for predicting surgical site infections (SSIs) in patients undergoing lumbar laminectomy and discectomy for adult degenerative spinal disease (DSD) by incorporating ensembled stacking into state-of-the-ar…
View article: Projected cumulative lifetime earnings of physicians
Projected cumulative lifetime earnings of physicians Open
Purpose The estimated lifetime earnings of physicians are multifactorial and have not been extensively modeled. This study projects and compares lifetime earnings of US-based physicians across different career pathways. Methods We develope…
View article: Multimodal machine learning for risk-stratified bundled payments in spinal surgery
Multimodal machine learning for risk-stratified bundled payments in spinal surgery Open
View article: Glucagon-like peptide-1 receptor agonist use prior to spinal surgery results in reduced postoperative length of stay: A propensity-score matched analysis
Glucagon-like peptide-1 receptor agonist use prior to spinal surgery results in reduced postoperative length of stay: A propensity-score matched analysis Open
View article: Projections of single-level indirect lumbar interbody fusion volume and associated costs for Medicare patients to 2050
Projections of single-level indirect lumbar interbody fusion volume and associated costs for Medicare patients to 2050 Open
View article: Response to Semprini and Osazuwa-Peters
Response to Semprini and Osazuwa-Peters Open
View article: Development of a natural language processing algorithm for the detection of spinal metastasis based on magnetic resonance imaging reports
Development of a natural language processing algorithm for the detection of spinal metastasis based on magnetic resonance imaging reports Open
View article: Area Socioeconomic Status is Associated with Refusal of Recommended Surgery in Patients with Metastatic Bone and Joint Disease
Area Socioeconomic Status is Associated with Refusal of Recommended Surgery in Patients with Metastatic Bone and Joint Disease Open
View article: ASO Author Reflections: Area Socioeconomic Status is Associated with Refusal of Recommended Surgery in Patients with Metastatic Bone and Joint Disease
ASO Author Reflections: Area Socioeconomic Status is Associated with Refusal of Recommended Surgery in Patients with Metastatic Bone and Joint Disease Open
View article: Projections of Single-level and Multilevel Spinal Instrumentation Procedure Volume and Associated Costs for Medicare Patients to 2050
Projections of Single-level and Multilevel Spinal Instrumentation Procedure Volume and Associated Costs for Medicare Patients to 2050 Open
Background: Instrumented spinal fusions can be used in the treatment of vertebral fractures, spinal instability, and scoliosis or kyphosis. Construct-level selection has notable implications on postoperative recovery, alignment, and mobili…
View article: Causes of death among people living with metastatic cancer
Causes of death among people living with metastatic cancer Open
View article: Using time series forecasting models to predict asthma related emergency department visits
Using time series forecasting models to predict asthma related emergency department visits Open
View article: Future trends in incidence and long-term survival of metastatic cancer in the United States
Future trends in incidence and long-term survival of metastatic cancer in the United States Open
Background Previous studies have demonstrated epidemiological trends in individual metastatic cancer subtypes; however, research forecasting long-term incidence trends and projected survivorship of metastatic cancers is lacking. We assess …
View article: Effect of Telemedicine and the COVID-19 Pandemic on Medical Trainees' Usage of the Electronic Health Record in the Outpatient Setting
Effect of Telemedicine and the COVID-19 Pandemic on Medical Trainees' Usage of the Electronic Health Record in the Outpatient Setting Open
Objectives This study aimed to (1) determine the impact of COVID-19 (coronavirus disease 2019) and the corresponding increase in use of telemedicine on volume, efficiency, and burden of electronic health record (EHR) usage by residents and…
View article: Trends in seasonal pollen and asthma-related morbidity among adults and children in a U.S. high-density urban center, 2001-2020
Trends in seasonal pollen and asthma-related morbidity among adults and children in a U.S. high-density urban center, 2001-2020 Open
To analyze the long-term trends in pollen counts and asthma-related emergency department visits (AREDV) in adult and pediatric populations in the Bronx. Daily values of adult and pediatric AREDV were retrospectively obtained from three maj…
View article: Trends in seasonal pollen and asthma-related morbidity among adults and children in a U.S. high-density urban center, 2001-2020
Trends in seasonal pollen and asthma-related morbidity among adults and children in a U.S. high-density urban center, 2001-2020 Open
To analyze the long-term trends in pollen counts and asthma-related emergency department visits (AREDV) in adult and pediatric populations in the Bronx. Daily values of adult and pediatric AREDV were retrospectively obtained from three maj…