@article{zhang2021anatomic,

title = {Anatomic thermochromic tissue-mimicking phantom of the lumbar spine for pre-clinical evaluation of MR-guided focused ultrasound (MRgFUS) ablation of the facet joint},

author = {Wendy Zhang and Hari Trivedi and Matthew Adams and Aaron D Losey and Chris J Diederich and Eugene Ozhinsky and Viola Rieke and Matthew D Bucknor},

year  = {2021},

date = {2021-01-01},

journal = {International Journal of Hyperthermia},

volume = {38},

number = {1},

pages = {130--135},

publisher = {Taylor & Francis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{purkayastha2021failures,

title = {Failures Hiding in Success for Artificial Intelligence in Radiology.},

author = {Saptarshi Purkayastha and Hari Trivedi and Judy Wawira Gichoya},

year  = {2021},

date = {2021-01-01},

journal = {Journal of the American College of Radiology: JACR},

volume = {18},

number = {3 Pt B},

pages = {517--519},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2021pac,

title = {PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models},

author = {Imon Banerjee and Vinayak A Rao and Harsha Honnappa},

year  = {2021},

date = {2021-01-01},

journal = {arXiv preprint arXiv:2101.05197},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chaves2021opportunistic,

title = {Opportunistic Assessment of Ischemic Heart Disease Risk Using Abdominopelvic Computed Tomography and Medical Record Data: a Multimodal Explainable Artificial Intelligence Approach},

author = {Juan Zambrano M Chaves and Akshay S Chaudhari and Andrew L Wentland and Imon Banerjee and Robert D Boutin and David J Maron and Fatima Rodriguez and Alexander T Sandhu and Brooke R Jeffrey and Daniel Rubin and others},

year  = {2021},

date = {2021-01-01},

journal = {medRxiv},

publisher = {Cold Spring Harbor Laboratory Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chandrasekaran2021fully,

title = {Fully Integrated Analog Machine Learning Classifier Using Custom Activation Function for Low Resolution Image Classification},

author = {Sanjeev Tannirkulam Chandrasekaran and Akshay Jayaraj and Vinay Elkoori Ghantala Karnam and Imon Banerjee and Arindam Sanyal},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Circuits and Systems I: Regular Papers},

volume = {68},

number = {3},

pages = {1023--1033},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sun2021type,

title = {Type 1 Diabetes Management With Technology: Patterns of Utilization and Effects on Glucose Control Using Real-World Evidence},

author = {Ran Sun and Imon Banerjee and Shengtian Sang and Jennifer Joseph and Jennifer Schneider and Tina Hernandez-Boussard},

year  = {2021},

date = {2021-01-01},

journal = {Clinical Diabetes},

publisher = {American Diabetes Association},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chandrasekaran2021novel,

title = {A Novel Topology of Coupled Phase-Locked Loops},

author = {Sanjeev Tannirkulam Chandrasekaran and Akshay Jayaraj and Vinay Elkoori Ghantala Karnam and Imon Banerjee and Arindam Sanyal},

year  = {2021},

date = {2021-01-01},

journal = {IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS},

volume = {68},

number = {3},

pages = {1023--1033},

publisher = {IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC 445 HOES LANE, PISCATAWAY, NJ~'85},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sarkar2021retrospective,

title = {A Retrospective Analysis of the Performance of Intensive Care Unit Severity Scoring Systems across Different Ethnicities},

author = {Rahuldeb Sarkar and Christopher Martin and Heather Mattie and Judy Wawira Gichoya and David J Stone and Leo Anthony Celi},

year  = {2021},

date = {2021-01-01},

journal = {Available at SSRN 3767499},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oluwalade2021human,

title = {Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data},

author = {Bolu Oluwalade and Sunil Neela and Judy Wawira and Tobiloba Adejumo and Saptarshi Purkayastha},

year  = {2021},

date = {2021-01-01},

journal = {arXiv preprint arXiv:2103.03836},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{purkayastha2021failuresb,

title = {Failures Hiding in Success for Artificial Intelligence in Radiology.},

author = {Saptarshi Purkayastha and Hari Trivedi and Judy Wawira Gichoya},

year  = {2021},

date = {2021-01-01},

journal = {Journal of the American College of Radiology: JACR},

volume = {18},

number = {3 Pt B},

pages = {517--519},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{schaffter2020evaluation,

title = {Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms},

author = {Thomas Schaffter and Diana SM Buist and Christoph I Lee and Yaroslav Nikulin and Dezs{ő} Ribli and Yuanfang Guan and William Lotter and Zequn Jie and Hao Du and Sijia Wang and others},

year  = {2020},

date = {2020-01-01},

journal = {JAMA network open},

volume = {3},

number = {3},

pages = {e200265--e200265},

publisher = {American Medical Association},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{tariq2020current,

title = {Current clinical applications of artificial intelligence in radiology and their best supporting evidence},

author = {Amara Tariq and Saptarshi Purkayastha and Geetha Priya Padmanaban and Elizabeth Krupinski and Hari Trivedi and Imon Banerjee and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {Journal of the American College of Radiology},

volume = {17},

number = {11},

pages = {1371--1381},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2020there,

title = {Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications},

author = {Imon Banerjee and Priyanshu Sinha and Saptarshi Purkayastha and Nazanin Mashhaditafreshi and Amara Tariq and Jiwoong Jeong and Hari Trivedi and Judy W Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2006.13262},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bhatia2020artificial,

title = {Artificial intelligence in quality improvement: reviewing uses of artificial intelligence in noninterpretative processes from clinical decision support to education and feedback},

author = {Neil Bhatia and Hari Trivedi and Nabile Safdar and Marta E Heilbrun},

year  = {2020},

date = {2020-01-01},

journal = {Journal of the American College of Radiology},

volume = {17},

number = {11},

pages = {1382--1387},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{tadavarthi2020state,

title = {The State of Radiology AI: Considerations for Purchase Decisions and Current Market Offerings},

author = {Yasasvi Tadavarthi and Brianna Vey and Elizabeth Krupinski and Adam Prater and Judy Gichoya and Nabile Safdar and Hari Trivedi},

year  = {2020},

date = {2020-01-01},

journal = {Radiology: Artificial Intelligence},

volume = {2},

number = {6},

pages = {e200004},

publisher = {Radiological Society of North America},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kathiravelu2020dicom,

title = {A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images},

author = {Pradeeban Kathiravelu and Puneet Sharma and Ashish Sharma and Imon Banerjee and Hari Trivedi and Saptarshi Purkayastha and Priyanshu Sinha and Alexandre Cadrin-Chenevert and Nabile Safdar and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2004},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{li2020clinical,

title = {Clinical documentation to predict factors associated with urinary incontinence following prostatectomy for prostate cancer},

author = {Kevin Li and Imon Banerjee and Christopher J Magnani and Douglas W Blayney and James D Brooks and Tina Hernandez-Boussard},

year  = {2020},

date = {2020-01-01},

journal = {Research and reports in urology},

volume = {12},

pages = {7},

publisher = {Dove Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chandrasekaran2020fully,

title = {A Fully-Integrated Analog Machine Learning Classifier for Breast Cancer Classification},

author = {Sanjeev T Chandrasekaran and Ruobing Hua and Imon Banerjee and Arindam Sanyal},

year  = {2020},

date = {2020-01-01},

journal = {Electronics},

volume = {9},

number = {3},

pages = {515},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kathiravelu2020developing,

title = {Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS},

author = {Pradeeban Kathiravelu and Ashish Sharma and Saptarshi Purkayastha and Priyanshu Sinha and Alexandre Cadrin-Chenevert and Imon Banerjee and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2004.07965},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{van2020beyond,

title = {Beyond the artificial intelligence hype: what lies behind the algorithms and what we can achieve},

author = {Marly van Assen and Imon Banerjee and Carlo N De Cecco},

year  = {2020},

date = {2020-01-01},

journal = {Journal of thoracic imaging},

volume = {35},

pages = {S3--S10},

publisher = {LWW},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{huang2020penet,

title = {PENet'97A scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging},

author = {Shih-Cheng Huang and Tanay Kothari and Imon Banerjee and Chris Chute and Robyn L Ball and Norah Borus and Andrew Huang and Bhavik N Patel and Pranav Rajpurkar and Jeremy Irvin and others},

year  = {2020},

date = {2020-01-01},

journal = {NPJ digital medicine},

volume = {3},

number = {1},

pages = {1--9},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sarker2020automatic,

title = {Automatic Breast Cancer Survivor Detection from Social Media for Studying Latent Factors Affecting Treatment Success},

author = {Abeed Sarker and Mohammed Ali Al-Garadi and Yuan-Chi Yang and Sahithi Lakamana and Jie Lin and Sabrina Li and Angel Xie and Whitney Hogg-Bremer and Mylin Torres and Imon Banerjee},

year  = {2020},

date = {2020-01-01},

journal = {medRxiv},

publisher = {Cold Spring Harbor Laboratory Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sanyal2020automated,

title = {An Automated Two-step Pipeline for Aggressive Prostate Lesion Detection from Multi-parametric MR Sequence},

author = {Josh Sanyal and Imon Banerjee and Lewis Hahn and Daniel Rubin},

year  = {2020},

date = {2020-01-01},

journal = {AMIA Summits on Translational Science Proceedings},

volume = {2020},

pages = {552},

publisher = {American Medical Informatics Association},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lee2020scalable,

title = {A Scalable Natural Language Processing for Inferring BT-RADS Categorization from Unstructured Brain Magnetic Resonance Reports},

author = {Scott J Lee and Brent D Weinberg and Ashwani Gore and Imon Banerjee},

year  = {2020},

date = {2020-01-01},

journal = {Journal of Digital Imaging},

pages = {1--8},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2020thereb,

title = {Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications},

author = {Imon Banerjee and Priyanshu Sinha and Saptarshi Purkayastha and Nazanin Mashhaditafreshi and Amara Tariq and Jiwoong Jeong and Hari Trivedi and Judy W Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2006.13262},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mashhaditafreshi2020generalization,

title = {Generalization of Deep Convolutional Neural Networks--A Case-study on Open-source Chest Radiographs},

author = {Nazanin Mashhaditafreshi and Amara Tariq and Judy Wawira Gichoya and Imon Banerjee},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2007.05786},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bozkurt2020phenotyping,

title = {Phenotyping severity of patient-centered outcomes using clinical notes: A prostate cancer use case},

author = {Selen Bozkurt and Rohan Paul and Jean Coquet and Ran Sun and Imon Banerjee and James D Brooks and Tina Hernandez-Boussard},

year  = {2020},

date = {2020-01-01},

journal = {Learning health systems},

volume = {4},

number = {4},

pages = {e10237},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{balthazar2020transfer,

title = {Transfer Language Space with Similar Domain Adaptation: A Case Study with Hepatocellular Carcinoma},

author = {Patricia Balthazar and Scott Jeffery Lee and Daniel Rubin and Terry Dessar and Judy Gichoya and Imon Banerjee},

year  = {2020},

date = {2020-01-01},

journal = {medRxiv},

publisher = {Cold Spring Harbor Laboratory Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chandrasekaran2020bio,

title = {A Bio-Inspired Reservoir-Computer for Real-Time Stress Detection From ECG Signal},

author = {Sanjeev Tannirkulam Chandrasekaran and Sumukh Prashant Bhanushali and Imon Banerjee and Arindam Sanyal},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Solid-State Circuits Letters},

volume = {3},

pages = {290--293},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{tariq2020currentb,

title = {Current clinical applications of artificial intelligence in radiology and their best supporting evidence},

author = {Amara Tariq and Saptarshi Purkayastha and Geetha Priya Padmanaban and Elizabeth Krupinski and Hari Trivedi and Imon Banerjee and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {Journal of the American College of Radiology},

volume = {17},

number = {11},

pages = {1371--1381},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2020prediction,

title = {Prediction of age-related macular degeneration disease using a sequential deep learning approach on longitudinal SD-OCT imaging biomarkers},

author = {Imon Banerjee and Luis de Sisternes and Joelle A Hallak and Theodore Leng and Aaron Osborne and Philip J Rosenfeld and Giovanni Gregori and Mary Durbin and Daniel Rubin},

year  = {2020},

date = {2020-01-01},

journal = {Scientific reports},

volume = {10},

number = {1},

pages = {1--16},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{huang2020fusion,

title = {Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines},

author = {Shih-Cheng Huang and Anuj Pareek and Saeed Seyyedi and Imon Banerjee and Matthew P Lungren},

year  = {2020},

date = {2020-01-01},

journal = {NPJ digital medicine},

volume = {3},

number = {1},

pages = {1--9},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{huang2020multimodal,

title = {Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection},

author = {Shih-Cheng Huang and Anuj Pareek and Roham Zamanian and Imon Banerjee and Matthew P Lungren},

year  = {2020},

date = {2020-01-01},

journal = {Scientific reports},

volume = {10},

number = {1},

pages = {1--9},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kathiravelu2020dicomb,

title = {A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images},

author = {Pradeeban Kathiravelu and Puneet Sharma and Ashish Sharma and Imon Banerjee and Hari Trivedi and Saptarshi Purkayastha and Priyanshu Sinha and Alexandre Cadrin-Chenevert and Nabile Safdar and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2004},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{burns2020just,

title = {Just in time radiology decision support using real-time data feeds},

author = {John L Burns and Dan Hasting and Judy W Gichoya and Ben McKibben and Lindsey Shea and Mark Frank},

year  = {2020},

date = {2020-01-01},

journal = {Journal of digital imaging},

volume = {33},

number = {1},

pages = {137--142},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{balthazar2020artificial,

title = {The Artificial Intelligence Journal Club (# RADAIJC): a multi-institutional resident-driven web-based educational initiative},

author = {Patricia Balthazar and Shahein H Tajmir and Daniel A Ortiz and Catherine C Herse and Lindsey AG Shea and Kevin F Seals and Dan Cohen-Addad and Saptarshi Purkayastha and Judy W Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {Academic radiology},

volume = {27},

number = {1},

pages = {136--139},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nadarajah2020association,

title = {Association of pancreatic fat content with type II diabetes mellitus},

author = {C Nadarajah and G Fananapazir and E Cui and J Gichoya and N Thayalan and M Asare-Sawiri and CO Menias and K Sandrasegaran},

year  = {2020},

date = {2020-01-01},

journal = {Clinical radiology},

volume = {75},

number = {1},

pages = {51--56},

publisher = {WB Saunders},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{singh2020multi,

title = {Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes},

author = {AK Singh and Mounika Guntu and Ananth Reddy Bhimireddy and Judy W Gichoya and Saptarshi Purkayastha},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2003.07507},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kathiravelu2020developingb,

title = {Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS},

author = {Pradeeban Kathiravelu and Ashish Sharma and Saptarshi Purkayastha and Priyanshu Sinha and Alexandre Cadrin-Chenevert and Imon Banerjee and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2004.07965},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mathur2020artificial,

title = {Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care},

author = {Varoon Mathur and Saptarshi Purkayashtha and Judy Wawira Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2005.12378},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2020therec,

title = {Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications},

author = {Imon Banerjee and Priyanshu Sinha and Saptarshi Purkayastha and Nazanin Mashhaditafreshi and Amara Tariq and Jiwoong Jeong and Hari Trivedi and Judy W Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2006.13262},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{purkayastha2020using,

title = {Using ImageBERT to improve performance of multi-class Chest Xray classification},

author = {Saptarshi Purkayastha and Ananth Bhimireddy and Priyanshu Sinha and Judy W Gichoya},

year  = {2020},

date = {2020-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{li2020modern,

title = {A modern non-SQL approach to radiology-centric search engine design with clinical validation},

author = {Ningcheng Li and Guy Maresh and Maxwell Cretcher and Khashayar Farsad and Ramsey Al-Hakim and John Kaufman and Judy Gichoya},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2007.02124},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mashhaditafreshi2020generalizationb,

title = {Generalization of Deep Convolutional Neural Networks--A Case-study on Open-source Chest Radiographs},

author = {Nazanin Mashhaditafreshi and Amara Tariq and Judy Wawira Gichoya and Imon Banerjee},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2007.05786},

keywords = {},

pubstate = {published},

tppubtype = {article}

}