Nephrology
Integrated multiomics implicates dysregulation of ECM and cell adhesion pathways as drivers of severe COVID-associated kidney injury.
Link: https://doi.org/10.1101/2024.03.18.24304401 Authors: Anandakrishnan, Nanditha; Yi, Zhengzi; Sun, Zeguo; Liu, Tong; Haydak, Jonathan; Eddy, Sean; Jayaraman, Pushkala; DeFronzo, Stefanie; Saha, Aparna; Sun, Qian; Yang, Dai; Mendoza, Anthony; Mosoyan, Gohar; Wen, Huei Hsun; Schaub, Jennifer A;…
Machine learning models to predict end-stage kidney disease in chronic kidney disease stage 4.
Link: https://doi.org/10.1186/s12882-023-03424-7 Authors: Takkavatakarn, Kullaya; Oh, Wonsuk; Cheng, Ella; Nadkarni, Girish N; Chan, Lili Abstract: End-stage kidney disease (ESKD) is associated with increased morbidity and mortality. Identifying patients with stage 4 CKD (CKD4) at risk…
Post-operative urinary retention is impacted by neuromuscular block reversal agent choice: A retrospective cohort study in US hospital setting.
Link: https://doi.org/S0952-8180(23)00294-5 Authors: Bash, Lori D; Turzhitsky, Vladimir; Mark, Robert J; Hofer, Ira S; Weingarten, Toby N Abstract: Perioperative neuromuscular blocking agents are pharmacologically reversed to minimize complications associated with residual neuromuscular block. Neuromuscular block…
Genome-Wide Polygenic Risk Score for CKD in Individuals with APOL1 High-Risk Genotypes.
Link: https://doi.org/10.2215/CJN.0000000000000379 Authors: Vy, Ha My T; Coca, Steven G; Sawant, Ashwin; Sakhuja, Ankit; Gutierrez, Orlando M; Cooper, Richard; Loos, Ruth J F; Horowitz, Carol R; Do, Ron; Nadkarni, Girish N Abstract:
Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV2 Infection.
Link: https://doi.org/10.1101/2023.10.25.23297469 Authors: Jayaraman, Pushkala; Rajagopal, Madhumitha; Paranjpe, Ishan; Liharska, Lora; Suarez-Farinas, Mayte; Thompson, Ryan; Del Valle, Diane Marie; Beckmann, Noam; Oh, Wonsuk; Gulamali, Faris F; Kauffman, Justin; Gonzalez-Kozlova, Edgar; Dellepiane, Sergio; Vasquez-Rios, George; Vaid,…
Circulating Metabolomic Associations with Neurocognitive Outcomes in Pediatric CKD.
Link: https://doi.org/10.2215/CJN.0000000000000318 Authors: Lee, Arthur M; Xu, Yunwen; Hooper, Stephen R; Abraham, Alison G; Hu, Jian; Xiao, Rui; Matheson, Matthew B; Brunson, Celina; Rhee, Eugene P; Coresh, Josef; Vasan, Ramachandran S; Schrauben, Sarah; Kimmel, Paul…
Cardiology
A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression.
Link: https://doi.org/10.1001/jamacardio.2024.0595 Authors: Oikonomou, Evangelos K; Holste, Gregory; Yuan, Neal; Coppi, Andreas; McNamara, Robert L; Haynes, Norrisa A; Vora, Amit N; Velazquez, Eric J; Li, Fan; Menon, Venu; Kapadia, Samir R; Gill, Thomas M; Nadkarni,…
Artificial intelligence-guided detection of under-recognized cardiomyopathies on point-of-care cardiac ultrasound.
Link: https://doi.org/10.1101/2024.03.10.24304044 Authors: Oikonomou, Evangelos K; Holste, Gregory; Coppi, Andreas; McNamara, Robert L; Nadkarni, Girish N; Baloescu, Cristiana; Krumholz, Harlan M; Wang, Zhangyang; Khera, Rohan Abstract: Point-of-care ultrasonography (POCUS) enables access to cardiac imaging directly…
A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression.
Link: https://doi.org/10.1101/2023.09.28.23296234 Authors: Oikonomou, Evangelos K; Holste, Gregory; Yuan, Neal; Coppi, Andreas; McNamara, Robert L; Haynes, Norrisa; Vora, Amit N; Velazquez, Eric J; Li, Fan; Menon, Venu; Kapadia, Samir R; Gill, Thomas M; Nadkarni, Girish…
Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care.
Link: https://doi.org/10.1101/2024.02.17.24302976 Authors: Khunte, Akshay; Sangha, Veer; Oikonomou, Evangelos K; Dhingra, Lovedeep S; Aminorroaya, Arya; Coppi, Andreas; Shankar, Sumukh Vasisht; Mortazavi, Bobak J; Bhatt, Deepak L; Krumholz, Harlan M; Nadkarni, Girish N; Vaid, Akhil; Khera,…
Comparison of predicting cardiovascular disease hospitalization using individual, ZIP code-derived, and machine learning model-predicted educational attainment in New York City.
Link: https://doi.org/10.1371/journal.pone.0297919 Authors: Takkavatakarn, Kullaya; Dai, Yang; Hsun Wen, Huei; Kauffman, Justin; Charney, Alexander; Coca, Steven G; Nadkarni, Girish N; Chan, Lili Abstract: Area-level social determinants of health (SDOH) based on patients’ ZIP codes or…
Pediatric ECG-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling.
Link: https://doi.org/10.1161/CIRCULATIONAHA.123.067750 Authors: Mayourian, Joshua; La Cava, William G; Vaid, Akhil; Nadkarni, Girish N; Ghelani, Sunil J; Mannix, Rebekah; Geva, Tal; Dionne, Audrey; Alexander, Mark E; Duong, Son Q; Triedman, John K Abstract: Artificial intelligence-enhanced…
Critical Care
Derivation, External Validation and Clinical Implications of a deep learning approach for intracranial pressure estimation using non-cranial waveform measurements.
Link: https://doi.org/10.1101/2024.01.30.24301974 Authors: Gulamali, Faris; Jayaraman, Pushkala; Sawant, Ashwin S; Desman, Jacob; Fox, Benjamin; Chang, Annie; Soong, Brian Y; Arivazaghan, Naveen; Reynolds, Alexandra S; Duong, Son Q; Vaid, Akhil; Kovatch, Patricia; Freeman, Robert; Hofer, Ira…
Remote Monitoring and Artificial Intelligence: Outlook for 2050.
Link: https://doi.org/10.1213/ANE.0000000000006712 Authors: Feinstein, Max; Katz, Daniel; Demaria, Samuel; Hofer, Ira S Abstract: Remote monitoring and artificial intelligence will become common and intertwined in anesthesiology by 2050. In the intraoperative period, technology will lead to…
A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19.
Link: https://doi.org/S0933-3657(23)00264-6 Authors: Oh, Wonsuk; Jayaraman, Pushkala; Tandon, Pranai; Chaddha, Udit S; Kovatch, Patricia; Charney, Alexander W; Glicksberg, Benjamin S; Nadkarni, Girish N Abstract: Computational subphenotyping, a data-driven approach to understanding disease subtypes, is a…
Post-operative urinary retention is impacted by neuromuscular block reversal agent choice: A retrospective cohort study in US hospital setting.
Link: https://doi.org/S0952-8180(23)00294-5 Authors: Bash, Lori D; Turzhitsky, Vladimir; Mark, Robert J; Hofer, Ira S; Weingarten, Toby N Abstract: Perioperative neuromuscular blocking agents are pharmacologically reversed to minimize complications associated with residual neuromuscular block. Neuromuscular block…
Validation of a convolutional neural network that reliably identifies electromyographic compound motor action potentials following train-of-four stimulation: an algorithm development experimental study.
Link: https://doi.org/10.1016/j.bjao.2023.100236 Authors: Epstein, Richard H; Perez, Olivia F; Hofer, Ira S; Renew, J Ross; Brull, Sorin J; Nemes, Réka Abstract: International guidelines recommend quantitative neuromuscular monitoring when administering neuromuscular blocking agents. The train-of-four count…
Circulating Metabolomic Associations with Neurocognitive Outcomes in Pediatric CKD.
Link: https://doi.org/10.2215/CJN.0000000000000318 Authors: Lee, Arthur M; Xu, Yunwen; Hooper, Stephen R; Abraham, Alison G; Hu, Jian; Xiao, Rui; Matheson, Matthew B; Brunson, Celina; Rhee, Eugene P; Coresh, Josef; Vasan, Ramachandran S; Schrauben, Sarah; Kimmel, Paul…
Post-operative Care
Corrigendum to “Post-operative urinary retention is impacted by neuromuscular block reversal agent choice: A retrospective cohort study in US hospital setting” [Journal of Clinical Anesthesia Volume 93 (2024) 111344].
Link: https://doi.org/S0952-8180(24)00052-7 Authors: Bash, Lori D; Turzhitsky, Vladimir; Mark, Robert J; Hofer, Ira S; Weingarten, Toby N Abstract:
Remote Monitoring and Artificial Intelligence: Outlook for 2050.
Link: https://doi.org/10.1213/ANE.0000000000006712 Authors: Feinstein, Max; Katz, Daniel; Demaria, Samuel; Hofer, Ira S Abstract: Remote monitoring and artificial intelligence will become common and intertwined in anesthesiology by 2050. In the intraoperative period, technology will lead to…
Reversal of neuromuscular block by sugammadex is associated with less postoperative respiratory dysfunction in the PACU compared with neostigmine: a retrospective study.
Link: https://doi.org/S0007-0912(23)00551-2 Authors: Lee, Andrew; Grogan, Tristan; Gabel, Eilon; Hofer, Ira S Abstract:
Anesthesia Informatics Grows Up.
Link: https://doi.org/10.1213/ANE.0000000000003431 Authors: Hofer, Ira S; Levin, Matthew A; Simpao, Allan F; McCormick, Patrick J; Rothman, Brian S Abstract:
In Response.
Link: https://doi.org/10.1213/ANE.0000000000003952 Authors: Hofer, Ira S; Levin, Matthew A; Simpao, Allan F; McCormick, Patrick J; Rothman, Brian Abstract:
Cost-Effective Approach to the Laparoscopic Appendectomy : Balancing Disposable Instrument Cost With Operative Time.
Link: https://doi.org/10.1177/0003134820923337 Authors: DeMare, Alexander M; Luehmann, Natalie C; Kawak, Samer; Abbott, Emily E; Long, Jordan; Akay, Begum; Brahmamdam, Pavan; Iacco, Anthony A; Novotny, Nathan M Abstract: Surgeons can help reduce health care spending by…
Gastroenterology
Large language models: a primer and gastroenterology applications.
Link: https://doi.org/10.1177/17562848241227031 Authors: Shahab, Omer; El Kurdi, Bara; Shaukat, Aasma; Nadkarni, Girish; Soroush, Ali Abstract: Over the past year, the emergence of state-of-the-art large language models (LLMs) in tools like ChatGPT has ushered in a…
Evaluating the role of ChatGPT in gastroenterology: a comprehensive systematic review of applications, benefits, and limitations.
Link: https://doi.org/10.1177/17562848231218618 Authors: Klang, Eyal; Sourosh, Ali; Nadkarni, Girish N; Sharif, Kassem; Lahat, Adi Abstract: The integration of artificial intelligence (AI) into healthcare has opened new avenues for enhancing patient care and clinical research. In…
Deep Learning and Gastric Cancer: Systematic Review of AI-Assisted Endoscopy.
Link: https://doi.org/10.3390/diagnostics13243613 Authors: Klang, Eyal; Sourosh, Ali; Nadkarni, Girish N; Sharif, Kassem; Lahat, Adi Abstract: Gastric cancer (GC), a significant health burden worldwide, is typically diagnosed in the advanced stages due to its non-specific symptoms…
Effects of Mirikizumab on Histologic Resolution of Crohn’s Disease in a Randomized Controlled Phase 2 Trial.
Link: https://doi.org/10.1016/j.cgh.2023.11.010 Authors: Magro, Fernando; Protic, Marijana; De Hertogh, Gert; Chan, Lai Shan; Pollack, Paul; Jairath, Vipul; Carlier, Hilde; Hon, Emily; Feagan, Brian G; Harpaz, Noam; Pai, Rish; Reinisch, Walter Abstract: Histologic evaluation of mucosal…
Discrepancy between predicted and measured exercise intensity for eliciting the maximal rate of lipid oxidation.
Link: https://doi.org/S0939-4753(23)00283-1 Authors: Kittrell, Hannah D; DiMenna, Fred J; Arad, Avigdor D; Oh, Wonsuk; Hofer, Ira; Walker, Ryan W; Loos, Ruth J F; Albu, Jeanine B; Nadkarni, Girish N Abstract: Our results indicate that estimated…
Natural Language Processing Can Automate Extraction of Barrett’s Esophagus Endoscopy Quality Metrics.
Link: https://doi.org/10.1101/2023.07.11.23292529 Authors: Soroush, Ali; Diamond, Courtney J; Zylberberg, Haley M; May, Benjamin; Tatonetti, Nicholas; Abrams, Julian A; Weng, Chunhua Abstract: To develop an automated natural language processing (NLP) method for extracting high-fidelity Barrett’s Esophagus…
COVID-19
Integrated multiomics implicates dysregulation of ECM and cell adhesion pathways as drivers of severe COVID-associated kidney injury.
Link: https://doi.org/10.1101/2024.03.18.24304401 Authors: Anandakrishnan, Nanditha; Yi, Zhengzi; Sun, Zeguo; Liu, Tong; Haydak, Jonathan; Eddy, Sean; Jayaraman, Pushkala; DeFronzo, Stefanie; Saha, Aparna; Sun, Qian; Yang, Dai; Mendoza, Anthony; Mosoyan, Gohar; Wen, Huei Hsun; Schaub, Jennifer A;…
A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19.
Link: https://doi.org/S0933-3657(23)00264-6 Authors: Oh, Wonsuk; Jayaraman, Pushkala; Tandon, Pranai; Chaddha, Udit S; Kovatch, Patricia; Charney, Alexander W; Glicksberg, Benjamin S; Nadkarni, Girish N Abstract: Computational subphenotyping, a data-driven approach to understanding disease subtypes, is a…
Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV2 Infection.
Link: https://doi.org/10.1101/2023.10.25.23297469 Authors: Jayaraman, Pushkala; Rajagopal, Madhumitha; Paranjpe, Ishan; Liharska, Lora; Suarez-Farinas, Mayte; Thompson, Ryan; Del Valle, Diane Marie; Beckmann, Noam; Oh, Wonsuk; Gulamali, Faris F; Kauffman, Justin; Gonzalez-Kozlova, Edgar; Dellepiane, Sergio; Vasquez-Rios, George; Vaid,…
Comparing ChatGPT and GPT-4 performance in USMLE soft skill assessments.
Link: https://doi.org/10.1038/s41598-023-43436-9 Authors: Brin, Dana; Sorin, Vera; Vaid, Akhil; Soroush, Ali; Glicksberg, Benjamin S; Charney, Alexander W; Nadkarni, Girish; Klang, Eyal Abstract: The United States Medical Licensing Examination (USMLE) has been a subject of performance…
Development of a decentralized cohort for studying post-acute sequelae of COVID-19 in India in the Data4life Study.
Link: https://doi.org/10.1038/s43856-023-00349-y Authors: Schilling, Josh; Shokouhi, Sepideh; Montgomery, Aisha; Nadkarni, Girish N; Charney, Alexander W; Shanker, Anil; Singh, Rajbir; Jhaveri, Kenar; Singh, Karandeep S; Khadke, Prashant; Jain, Praduman Abstract: Decentralized, digital health studies can provide…
Timing of invasive mechanical ventilation and death in critically ill adults with COVID-19: A multicenter cohort study.
Link: https://doi.org/10.1371/journal.pone.0285748 Authors: Green, Adam; Rachoin, Jean-Sebastien; Schorr, Christa; Dellinger, Phil; Casey, Jonathan D; Park, Isabel; Gupta, Shruti; Baron, Rebecca M; Shaefi, Shahzad; Hunter, Krystal; Leaf, David E; , Abstract: To investigate if the timing…
Bioinformatics
Integrated multiomics implicates dysregulation of ECM and cell adhesion pathways as drivers of severe COVID-associated kidney injury.
Link: https://doi.org/10.1101/2024.03.18.24304401 Authors: Anandakrishnan, Nanditha; Yi, Zhengzi; Sun, Zeguo; Liu, Tong; Haydak, Jonathan; Eddy, Sean; Jayaraman, Pushkala; DeFronzo, Stefanie; Saha, Aparna; Sun, Qian; Yang, Dai; Mendoza, Anthony; Mosoyan, Gohar; Wen, Huei Hsun; Schaub, Jennifer A;…
Utilizing large language models in breast cancer management: systematic review.
Link: https://doi.org/10.1007/s00432-024-05678-6 Authors: Sorin, Vera; Glicksberg, Benjamin S; Artsi, Yaara; Barash, Yiftach; Konen, Eli; Nadkarni, Girish N; Klang, Eyal Abstract: Despite advanced technologies in breast cancer management, challenges remain in efficiently interpreting vast clinical data…
A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression.
Link: https://doi.org/10.1101/2023.09.28.23296234 Authors: Oikonomou, Evangelos K; Holste, Gregory; Yuan, Neal; Coppi, Andreas; McNamara, Robert L; Haynes, Norrisa; Vora, Amit N; Velazquez, Eric J; Li, Fan; Menon, Venu; Kapadia, Samir R; Gill, Thomas M; Nadkarni, Girish…
Associations between Sperm Epigenetic Age and Semen Parameters: An Evaluation of Clinical and Non-Clinical Cohorts.
Link: https://doi.org/10.3390/cimb46020101 Authors: Sawant, Savni; Oluwayiose, Oladele A; Nowak, Karolina; Maxwell, DruAnne L; Houle, Emily; Paskavitz, Amanda L; Saddiki, Hachem; Bertolla, Ricardo P; Pilsner, J Richard Abstract:
Remote Monitoring and Artificial Intelligence: Outlook for 2050.
Link: https://doi.org/10.1213/ANE.0000000000006712 Authors: Feinstein, Max; Katz, Daniel; Demaria, Samuel; Hofer, Ira S Abstract: Remote monitoring and artificial intelligence will become common and intertwined in anesthesiology by 2050. In the intraoperative period, technology will lead to…
Development of the ehive Digital Health App: Protocol for a Centralized Research Platform.
Link: https://doi.org/10.2196/49204 Authors: Hirten, Robert P; Danieletto, Matteo; Landell, Kyle; Zweig, Micol; Golden, Eddye; Orlov, Georgy; Rodrigues, Jovita; Alleva, Eugenia; Ensari, Ipek; Bottinger, Erwin; Nadkarni, Girish N; Fuchs, Thomas J; Fayad, Zahi A Abstract: The…
Machine Learning
Relationship Between Cognitive Impairment and Depression Among Middle Aged and Older Adults in Primary Care.
Link: https://doi.org/10.1177/23337214231214217 Authors: Federman, Alex D; Becker, Jacqueline; Carnavali, Fernando; Rivera Mindt, Monica; Cho, Dayeon; Pandey, Gaurav; Chan, Lili; Curtis, Laura; Wolf, Michael S; Wisnivesky, Juan P Abstract:
Associations between Sperm Epigenetic Age and Semen Parameters: An Evaluation of Clinical and Non-Clinical Cohorts.
Link: https://doi.org/10.3390/cimb46020101 Authors: Sawant, Savni; Oluwayiose, Oladele A; Nowak, Karolina; Maxwell, DruAnne L; Houle, Emily; Paskavitz, Amanda L; Saddiki, Hachem; Bertolla, Ricardo P; Pilsner, J Richard Abstract:
Comparison of predicting cardiovascular disease hospitalization using individual, ZIP code-derived, and machine learning model-predicted educational attainment in New York City.
Link: https://doi.org/10.1371/journal.pone.0297919 Authors: Takkavatakarn, Kullaya; Dai, Yang; Hsun Wen, Huei; Kauffman, Justin; Charney, Alexander; Coca, Steven G; Nadkarni, Girish N; Chan, Lili Abstract: Area-level social determinants of health (SDOH) based on patients’ ZIP codes or…
Machine learning models to predict end-stage kidney disease in chronic kidney disease stage 4.
Link: https://doi.org/10.1186/s12882-023-03424-7 Authors: Takkavatakarn, Kullaya; Oh, Wonsuk; Cheng, Ella; Nadkarni, Girish N; Chan, Lili Abstract: End-stage kidney disease (ESKD) is associated with increased morbidity and mortality. Identifying patients with stage 4 CKD (CKD4) at risk…
Joint Modeling of Social Determinants and Clinical Factors to Define Subphenotypes in Out-of-Hospital Cardiac Arrest Survival: Cluster Analysis.
Link: https://doi.org/10.2196/51844 Authors: Abbott, Ethan E; Oh, Wonsuk; Dai, Yang; Feuer, Cole; Chan, Lili; Carr, Brendan G; Nadkarni, Girish N Abstract: Machine learning clustering offers an unbiased approach to better understand the interactions of complex…
Post-operative urinary retention is impacted by neuromuscular block reversal agent choice: A retrospective cohort study in US hospital setting.
Link: https://doi.org/S0952-8180(23)00294-5 Authors: Bash, Lori D; Turzhitsky, Vladimir; Mark, Robert J; Hofer, Ira S; Weingarten, Toby N Abstract: Perioperative neuromuscular blocking agents are pharmacologically reversed to minimize complications associated with residual neuromuscular block. Neuromuscular block…
LLM-NLP
Utilizing large language models in breast cancer management: systematic review.
Link: https://doi.org/10.1007/s00432-024-05678-6 Authors: Sorin, Vera; Glicksberg, Benjamin S; Artsi, Yaara; Barash, Yiftach; Konen, Eli; Nadkarni, Girish N; Klang, Eyal Abstract: Despite advanced technologies in breast cancer management, challenges remain in efficiently interpreting vast clinical data…
Large language models: a primer and gastroenterology applications.
Link: https://doi.org/10.1177/17562848241227031 Authors: Shahab, Omer; El Kurdi, Bara; Shaukat, Aasma; Nadkarni, Girish; Soroush, Ali Abstract: Over the past year, the emergence of state-of-the-art large language models (LLMs) in tools like ChatGPT has ushered in a…
Evaluating the role of ChatGPT in gastroenterology: a comprehensive systematic review of applications, benefits, and limitations.
Link: https://doi.org/10.1177/17562848231218618 Authors: Klang, Eyal; Sourosh, Ali; Nadkarni, Girish N; Sharif, Kassem; Lahat, Adi Abstract: The integration of artificial intelligence (AI) into healthcare has opened new avenues for enhancing patient care and clinical research. In…
Automated Identification of Heart Failure with Reduced Ejection Fraction using Deep Learning-based Natural Language Processing.
Link: https://doi.org/10.1101/2023.09.10.23295315 Authors: Nargesi, Arash A; Adejumo, Philip; Dhingra, Lovedeep; Rosand, Benjamin; Hengartner, Astrid; Coppi, Andreas; Benigeri, Simon; Sen, Sounok; Ahmad, Tariq; Nadkarni, Girish N; Lin, Zhenqiu; Ahmad, Faraz S; Krumholz, Harlan M; Khera, Rohan…
Development of a decentralized cohort for studying post-acute sequelae of COVID-19 in India in the Data4life Study.
Link: https://doi.org/10.1038/s43856-023-00349-y Authors: Schilling, Josh; Shokouhi, Sepideh; Montgomery, Aisha; Nadkarni, Girish N; Charney, Alexander W; Shanker, Anil; Singh, Rajbir; Jhaveri, Kenar; Singh, Karandeep S; Khadke, Prashant; Jain, Praduman Abstract: Decentralized, digital health studies can provide…
A study of gene expression in the living human brain.
Link: https://doi.org/10.1101/2023.04.21.23288916 Authors: Liharska, Lora E; Park, You Jeong; Ziafat, Kimia; Wilkins, Lillian; Silk, Hannah; Linares, Lisa M; Vornholt, Eric; Sullivan, Brendan; Cohen, Vanessa; Kota, Prashant; Feng, Claudia; Cheng, Esther; Moya, Emily; Thompson, Ryan C;…
Machine Vision
Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care.
Link: https://doi.org/10.1101/2024.02.17.24302976 Authors: Khunte, Akshay; Sangha, Veer; Oikonomou, Evangelos K; Dhingra, Lovedeep S; Aminorroaya, Arya; Coppi, Andreas; Shankar, Sumukh Vasisht; Mortazavi, Bobak J; Bhatt, Deepak L; Krumholz, Harlan M; Nadkarni, Girish N; Vaid, Akhil; Khera,…
A foundational vision transformer improves diagnostic performance for electrocardiograms.
Link: https://doi.org/10.1038/s41746-023-00840-9 Authors: Vaid, Akhil; Jiang, Joy; Sawant, Ashwin; Lerakis, Stamatios; Argulian, Edgar; Ahuja, Yuri; Lampert, Joshua; Charney, Alexander; Greenspan, Hayit; Narula, Jagat; Glicksberg, Benjamin; Nadkarni, Girish N Abstract: The electrocardiogram (ECG) is a ubiquitous…
Radial artery pseudoaneurysm diagnosed by point-of-care ultrasound five days after transradial catheterization: A case report.
Link: https://doi.org/10.5847/wjem.j.1920-8642.2018.03.010 Authors: Alerhand, Stephen; Apakama, Donald; Nevel, Adam; Nelson, Bret P Abstract:
Race, Ancestry, and Reporting in Medical Journals.
Link: https://doi.org/10.1001/jama.2018.10960 Authors: Cooper, Richard S; Nadkarni, Girish N; Ogedegbe, Gbenga Abstract:
Rheumatoid Arthritis, Cognitive Impairment, and Neuroimaging Biomarkers: Results from the Mayo Clinic Study of Aging.
Link: https://doi.org/10.3233/JAD-220368 Authors: Vassilaki, Maria; Crowson, Cynthia S; Davis Iii, John M; Duong, Stephanie Q; Jones, David T; Nguyen, Aivi; Mielke, Michelle M; Vemuri, Prashanthi; Myasoedova, Elena Abstract: Observational studies suggested that dementia risk in…
Incidence, prevalence and mortality of chronic periaortitis: a population-based study.
Link: https://doi.org/10.55563/clinexprheumatol/0v8l4j Authors: Koster, Matthew J; Ghaffar, Umar; Duong, Stephanie Q; Crowson, Cynthia S; Burke, Michelle M; Viers, Boyd R; Potretzke, Aaron M; Bjarnason, Haraldur; Warrington, Kenneth J Abstract: To evaluate the epidemiology, presentation and…
Recurrent Learning
Radial artery pseudoaneurysm diagnosed by point-of-care ultrasound five days after transradial catheterization: A case report.
Link: https://doi.org/10.5847/wjem.j.1920-8642.2018.03.010 Authors: Alerhand, Stephen; Apakama, Donald; Nevel, Adam; Nelson, Bret P Abstract:
Race, Ancestry, and Reporting in Medical Journals.
Link: https://doi.org/10.1001/jama.2018.10960 Authors: Cooper, Richard S; Nadkarni, Girish N; Ogedegbe, Gbenga Abstract:
Incidence, prevalence and mortality of chronic periaortitis: a population-based study.
Link: https://doi.org/10.55563/clinexprheumatol/0v8l4j Authors: Koster, Matthew J; Ghaffar, Umar; Duong, Stephanie Q; Crowson, Cynthia S; Burke, Michelle M; Viers, Boyd R; Potretzke, Aaron M; Bjarnason, Haraldur; Warrington, Kenneth J Abstract: To evaluate the epidemiology, presentation and…
Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit.
Link: https://doi.org/10.1109/tbdata.2020.3048644 Authors: Wanyan, Tingyi; Vaid, Akhil; De Freitas, Jessica K; Somani, Sulaiman; Miotto, Riccardo; Nadkarni, Girish N; Azad, Ariful; Ding, Ying; Glicksberg, Benjamin S Abstract: Traditional Machine Learning (ML) models have had limited success…
Signal Processing
Evaluation of Plasma Biomarkers to Predict Major Adverse Kidney Events in Hospitalized Patients With COVID-19.
Link: https://doi.org/S0272-6386(23)00648-0 Authors: Menez, Steven; Coca, Steven G; Moledina, Dennis G; Wen, Yumeng; Chan, Lili; Thiessen-Philbrook, Heather; Obeid, Wassim; Garibaldi, Brian T; Azeloglu, Evren U; Ugwuowo, Ugochukwu; Sperati, C John; Arend, Lois J; Rosenberg, Avi…
Radial artery pseudoaneurysm diagnosed by point-of-care ultrasound five days after transradial catheterization: A case report.
Link: https://doi.org/10.5847/wjem.j.1920-8642.2018.03.010 Authors: Alerhand, Stephen; Apakama, Donald; Nevel, Adam; Nelson, Bret P Abstract:
Race, Ancestry, and Reporting in Medical Journals.
Link: https://doi.org/10.1001/jama.2018.10960 Authors: Cooper, Richard S; Nadkarni, Girish N; Ogedegbe, Gbenga Abstract:
Incidence, prevalence and mortality of chronic periaortitis: a population-based study.
Link: https://doi.org/10.55563/clinexprheumatol/0v8l4j Authors: Koster, Matthew J; Ghaffar, Umar; Duong, Stephanie Q; Crowson, Cynthia S; Burke, Michelle M; Viers, Boyd R; Potretzke, Aaron M; Bjarnason, Haraldur; Warrington, Kenneth J Abstract: To evaluate the epidemiology, presentation and…
Conversion of Urine Protein-Creatinine Ratio or Urine Dipstick Protein to Urine Albumin-Creatinine Ratio for Use in Chronic Kidney Disease Screening and Prognosis : An Individual Participant-Based Meta-analysis.
Link: https://doi.org/10.7326/M20-0529 Authors: Sumida, Keiichi; Nadkarni, Girish N; Grams, Morgan E; Sang, Yingying; Ballew, Shoshana H; Coresh, Josef; Matsushita, Kunihiro; Surapaneni, Aditya; Brunskill, Nigel; Chadban, Steve J; Chang, Alex R; Cirillo, Massimo; Daratha, Kenn B;…
Time Series
A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19.
Link: https://doi.org/S0933-3657(23)00264-6 Authors: Oh, Wonsuk; Jayaraman, Pushkala; Tandon, Pranai; Chaddha, Udit S; Kovatch, Patricia; Charney, Alexander W; Glicksberg, Benjamin S; Nadkarni, Girish N Abstract: Computational subphenotyping, a data-driven approach to understanding disease subtypes, is a…
Timing of invasive mechanical ventilation and death in critically ill adults with COVID-19: A multicenter cohort study.
Link: https://doi.org/10.1371/journal.pone.0285748 Authors: Green, Adam; Rachoin, Jean-Sebastien; Schorr, Christa; Dellinger, Phil; Casey, Jonathan D; Park, Isabel; Gupta, Shruti; Baron, Rebecca M; Shaefi, Shahzad; Hunter, Krystal; Leaf, David E; , Abstract: To investigate if the timing…
Unmasking Fracture Risk in Type 2 Diabetes: The Association of Longitudinal Glycemic Hemoglobin Level and Medications.
Link: https://doi.org/10.1210/clinem/dgab882 Authors: Wang, Bowen; Wang, Zehai; Poundarik, Atharva A; Zaki, Mohammed J; Bockman, Richard S; Glicksberg, Benjamin S; Nadkarni, Girish N; Vashishth, Deepak Abstract: Fracture risk is underestimated in people with type 2 diabetes…
Radial artery pseudoaneurysm diagnosed by point-of-care ultrasound five days after transradial catheterization: A case report.
Link: https://doi.org/10.5847/wjem.j.1920-8642.2018.03.010 Authors: Alerhand, Stephen; Apakama, Donald; Nevel, Adam; Nelson, Bret P Abstract:
Race, Ancestry, and Reporting in Medical Journals.
Link: https://doi.org/10.1001/jama.2018.10960 Authors: Cooper, Richard S; Nadkarni, Girish N; Ogedegbe, Gbenga Abstract:
Estimated Glomerular Filtration Rate, Albuminuria, and Adverse Outcomes: An Individual-Participant Data Meta-Analysis.
Link: https://doi.org/10.1001/jama.2023.17002 Authors: , ; Grams, Morgan E; Coresh, Josef; Matsushita, Kunihiro; Ballew, Shoshana H; Sang, Yingying; Surapaneni, Aditya; Alencar de Pinho, Natalia; Anderson, Amanda; Appel, Lawrence J; Ärnlöv, Johan; Azizi, Fereidoun; Bansal, Nisha; Bell,…
Deep Learning
A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression.
Link: https://doi.org/10.1001/jamacardio.2024.0595 Authors: Oikonomou, Evangelos K; Holste, Gregory; Yuan, Neal; Coppi, Andreas; McNamara, Robert L; Haynes, Norrisa A; Vora, Amit N; Velazquez, Eric J; Li, Fan; Menon, Venu; Kapadia, Samir R; Gill, Thomas M; Nadkarni,…
Integrated multiomics implicates dysregulation of ECM and cell adhesion pathways as drivers of severe COVID-associated kidney injury.
Link: https://doi.org/10.1101/2024.03.18.24304401 Authors: Anandakrishnan, Nanditha; Yi, Zhengzi; Sun, Zeguo; Liu, Tong; Haydak, Jonathan; Eddy, Sean; Jayaraman, Pushkala; DeFronzo, Stefanie; Saha, Aparna; Sun, Qian; Yang, Dai; Mendoza, Anthony; Mosoyan, Gohar; Wen, Huei Hsun; Schaub, Jennifer A;…
Artificial intelligence-guided detection of under-recognized cardiomyopathies on point-of-care cardiac ultrasound.
Link: https://doi.org/10.1101/2024.03.10.24304044 Authors: Oikonomou, Evangelos K; Holste, Gregory; Coppi, Andreas; McNamara, Robert L; Nadkarni, Girish N; Baloescu, Cristiana; Krumholz, Harlan M; Wang, Zhangyang; Khera, Rohan Abstract: Point-of-care ultrasonography (POCUS) enables access to cardiac imaging directly…
A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression.
Link: https://doi.org/10.1101/2023.09.28.23296234 Authors: Oikonomou, Evangelos K; Holste, Gregory; Yuan, Neal; Coppi, Andreas; McNamara, Robert L; Haynes, Norrisa; Vora, Amit N; Velazquez, Eric J; Li, Fan; Menon, Venu; Kapadia, Samir R; Gill, Thomas M; Nadkarni, Girish…
Pediatric ECG-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling.
Link: https://doi.org/10.1161/CIRCULATIONAHA.123.067750 Authors: Mayourian, Joshua; La Cava, William G; Vaid, Akhil; Nadkarni, Girish N; Ghelani, Sunil J; Mannix, Rebekah; Geva, Tal; Dionne, Audrey; Alexander, Mark E; Duong, Son Q; Triedman, John K Abstract: Artificial intelligence-enhanced…
Derivation, External Validation and Clinical Implications of a deep learning approach for intracranial pressure estimation using non-cranial waveform measurements.
Link: https://doi.org/10.1101/2024.01.30.24301974 Authors: Gulamali, Faris; Jayaraman, Pushkala; Sawant, Ashwin S; Desman, Jacob; Fox, Benjamin; Chang, Annie; Soong, Brian Y; Arivazaghan, Naveen; Reynolds, Alexandra S; Duong, Son Q; Vaid, Akhil; Kovatch, Patricia; Freeman, Robert; Hofer, Ira…