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Author Details

Mannudeep K Kalra
Massachusetts General Hospital, Harvard Medical School
2002
338
50
PMIDPaper TitleJournal TitlePublished Year
37227466Setting up regional diagnostic reference levels for pediatric computed tomography in Latin America: preliminary results, challenges and the work ahead.Pediatr Radiol2024
36331701Performance of threshold-based stone segmentation and radiomics for determining the composition of kidney stones from single-energy CT.Jpn J Radiol2023
38087718Correlation of Radiomics with Treatment Response in Liver Metastases.Acad Radiol2023
37919080A Pharmaceutical Paradigm for Cardiovascular Composite Risk Assessment Using Novel Radiogenomics Risk Predictors in Precision Explainable Artificial Intelligence Framework: Clinical Trial Tool.Front Biosci (Landmark Ed)2023
38013648Polygenic Risk Score for Cardiovascular Diseases in Artificial Intelligence Paradigm: A Review.J Korean Med Sci2023
37835902DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images.Diagnostics (Basel)2023
37648884Artificial intelligence-based preventive, personalized and precision medicine for cardiovascular disease/stroke risk assessment in rheumatoid arthritis patients: a narrative review.Rheumatol Int2023
37769413A porcine model of human-like chronic thromboembolic pulmonary disease.Thromb Res2023
37019698Radiologist-Trained AI Model for Identifying Suboptimal Chest-Radiographs.Acad Radiol2023
37084161Low concordance between CTPA and echocardiography in identification of right ventricular strain in PERT patients with acute pulmonary embolism.Emerg Radiol2023
37301788Authors' reply.Emerg Radiol2023
37167261Improving pulmonary perfusion assessment by dynamic contrast-enhanced computed tomography in an experimental lung injury model.J Appl Physiol (1985)2023
37164818Low Contrast Volume Protocol in Routine Chest CT Amid the Global Contrast Shortage: A Single Institution Experience.Acad Radiol2023
36922109Addressing the Challenges of Implementing Artificial Intelligence Tools in Clinical Practice: Principles From Experience.J Am Coll Radiol2023
36610270Automatic segmentation and measurement of tracheal collapsibility in tracheomalacia.Clin Imaging2023
36832266Auto-Detection of Motion Artifacts on CT Pulmonary Angiograms with a Physician-Trained AI Algorithm.Diagnostics (Basel)2023
36766516Suboptimal Chest Radiography and Artificial Intelligence: The Problem and the Solution.Diagnostics (Basel)2023
34657812Artificial Intelligence has Similar Performance to Subjective Assessment of Emphysema Severity on Chest CT.Acad Radiol2022
35741292COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans.Diagnostics (Basel)2022
35626438COVLIAS 1.0<sub>Lesion</sub> vs. MedSeg: An Artificial Intelligence Framework for Automated Lesion Segmentation in COVID-19 Lung Computed Tomography Scans.Diagnostics (Basel)2022
35486572Validation pipeline for machine learning algorithm assessment for multiple vendors.PLoS One2022
35751196Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0.Comput Biol Med2022
35388010Accurate auto-labeling of chest X-ray images based on quantitative similarity to an explainable AI model.Nat Commun2022
35748211Spectral segmentation and radiomic features predict carotid stenosis and ipsilateral ischemic burden from DECT angiography.Diagn Interv Radiol2022
35448500Cardiovascular/Stroke Risk Stratification in Parkinson's Disease Patients Using Atherosclerosis Pathway and Artificial Intelligence Paradigm: A Systematic Review.Metabolites2022
36554017Economics of Artificial Intelligence in Healthcare: Diagnosis vs. Treatment.Healthcare (Basel)2022
36520432Evaluation of an Artificial Intelligence Model for Detection of Pneumothorax and Tension Pneumothorax in Chest Radiographs.JAMA Netw Open2022
36431321Cardiovascular/Stroke Risk Stratification in Diabetic Foot Infection Patients Using Deep Learning-Based Artificial Intelligence: An Investigative Study.J Clin Med2022
36044215Association of Artificial Intelligence-Aided Chest Radiograph Interpretation With Reader Performance and Efficiency.JAMA Netw Open2022
36140533Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans.Diagnostics (Basel)2022
36140488Performance of a Chest Radiography AI Algorithm for Detection of Missed or Mislabeled Findings: A Multicenter Study.Diagnostics (Basel)2022
36063690Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for stroke risk assessment.Comput Biol Med2022
35988110Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation.J Med Syst2022
35984837Effect of technologist and patient attributes on centering for body CT examinations: Influence of cultural and ethnic factors.PLoS One2022
36292071Frequency of Missed Findings on Chest Radiographs (CXRs) in an International, Multicenter Study: Application of AI to Reduce Missed Findings.Diagnostics (Basel)2022
35885449Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson's Disease Affected by COVID-19: A Narrative Review.Diagnostics (Basel)2022
35920239Evaluating cardiopulmonary function following acute pulmonary embolism.Expert Rev Cardiovasc Ther2022
36011048Brain Tumor Characterization Using Radiogenomics in Artificial Intelligence Framework.Cancers (Basel)2022
36010194Radiologist-Trained and -Tested (R2.2.4) Deep Learning Models for Identifying Anatomical Landmarks in Chest CT.Diagnostics (Basel)2022
36049319Using barium as an internal radioprotective shield for pregnant patients undergoing CT pulmonary angiography: A retrospective study.Phys Med2022
36005433Vascular Implications of COVID-19: Role of Radiological Imaging, Artificial Intelligence, and Tissue Characterization: A Special Report.J Cardiovasc Dev Dis2022
35316621Predictive values of AI-based triage model in suboptimal CT pulmonary angiography.Clin Imaging2022
35278930National reference levels of CT procedures dedicated for treatment planning in radiation oncology.Phys Med2022
34969610FDA-regulated AI Algorithms: Trends, Strengths, and Gaps of Validation Studies.Acad Radiol2022
35328275A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review.Diagnostics (Basel)2022
35328205Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models.Diagnostics (Basel)2022
35054267Deep Learning-Based Four-Region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis.Diagnostics (Basel)2022
35228172An artificial intelligence framework and its bias for brain tumor segmentation: A narrative review.Comput Biol Med2022
34825801Automated deep learning-based paradigm for high-risk plaque detection in B-mode common carotid ultrasound scans: an asymptomatic Japanese cohort study.Int Angiol2022
34412944Characterization of Benign and Malignant Pancreatic Lesions with DECT Quantitative Metrics and Radiomics.Acad Radiol2022
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Collaborators

Massachusetts General Hospital, USA Harvard Medical School
Co-authored papers 71
Massachusetts General Hospital and the Harvard Medical School
Co-authored papers 40
Massachusetts General Hospital
Co-authored papers 31
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 28
Chief Science Officer ACR Data Science Institute, Massachusetts General Hospital
Co-authored papers 24
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 23
Universita del Piemonte Orientale
Co-authored papers 11
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 11
Iran University of Medical Sciences
Co-authored papers 10
Massachusetts General Hospital
Co-authored papers 7
Azienda Ospedaliero Universitaria (A.O.U.) of Cagliari-Polo di Monserrato
Co-authored papers 7
Massachusetts General Hospital
Co-authored papers 7
Massachusetts General Hospital
Co-authored papers 6
Massachusetts General Hospital
Co-authored papers 6
The Ohio State University College of Medicine
Co-authored papers 4
Kyungpook National University
Co-authored papers 4
Kyungpook National University
Co-authored papers 4
Co-authored papers 4
Yeungnam University College of Medicine
Co-authored papers 4
Yeungnam University Hospital
Co-authored papers 4
Kyungpook National University
Co-authored papers 4
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 3
Massachusetts General Hospital
Co-authored papers 3
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 2
University of Florida
Co-authored papers 2
Siemens Healthineers
Co-authored papers 2
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 2
Catholic University of Daegu School of Medicine
Co-authored papers 2
Keimyung University School of Medicine
Co-authored papers 2
Kashan University of Medical Sciences, Iran Trauma Research Center
Co-authored papers 2