@article{balthazar2020transferb,

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{tariq2020currentc,

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{tadavarthi2020stateb,

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{sarkar2020performance,

title = {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  = {2020},

date = {2020-01-01},

journal = {Available at SSRN 3690931},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{trivedi2019large,

title = {Large scale semi-automated labeling of routine free-text clinical records for deep learning},

author = {Hari M Trivedi and Maryam Panahiazar and April Liang and Dmytro Lituiev and Peter Chang and Jae Ho Sohn and Yunn-Yi Chen and Benjamin L Franc and Bonnie Joe and Dexter Hadley},

year  = {2019},

date = {2019-01-01},

journal = {Journal of digital imaging},

volume = {32},

number = {1},

pages = {30--37},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ding2019deep,

title = {A deep learning model to predict a diagnosis of Alzheimer disease by using 18F-FDG PET of the brain},

author = {Yiming Ding and Jae Ho Sohn and Michael G Kawczynski and Hari Trivedi and Roy Harnish and Nathaniel W Jenkins and Dmytro Lituiev and Timothy P Copeland and Mariam S Aboian and Carina Mari Aparici and others},

year  = {2019},

date = {2019-01-01},

journal = {Radiology},

volume = {290},

number = {2},

pages = {456--464},

publisher = {Radiological Society of North America},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lituiev2019automatic,

title = {Automatic labeling of special diagnostic mammography views from images and DICOM headers},

author = {Dmytro S Lituiev and Hari Trivedi and Maryam Panahiazar and Beau Norgeot and Youngho Seo and Benjamin Franc and Roy Harnish and Michael Kawczynski and Dexter Hadley},

year  = {2019},

date = {2019-01-01},

journal = {Journal of digital imaging},

volume = {32},

number = {2},

pages = {228--233},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gensheimer2019automated,

title = {Automated survival prediction in metastatic cancer patients using high-dimensional electronic medical record data},

author = {Michael F Gensheimer and Solomon A Henry and Douglas J Wood and Trevor J Hastie and Sonya Aggarwal and Sara A Dudley and Pooja Pradhan and Imon Banerjee and Eunpi Cho and Kavitha Ramchandran and others},

year  = {2019},

date = {2019-01-01},

journal = {JNCI: Journal of the National Cancer Institute},

volume = {111},

number = {6},

pages = {568--574},

publisher = {Oxford Academic},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2019comparative,

title = {Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification},

author = {Imon Banerjee and Yuan Ling and Matthew C Chen and Sadid A Hasan and Curtis P Langlotz and Nathaniel Moradzadeh and Brian Chapman and Timothy Amrhein and David Mong and Daniel L Rubin and others},

year  = {2019},

date = {2019-01-01},

journal = {Artificial intelligence in medicine},

volume = {97},

pages = {79--88},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2019weakly,

title = {Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment},

author = {Imon Banerjee and Kevin Li and Martin Seneviratne and Michelle Ferrari and Tina Seto and James D Brooks and Daniel L Rubin and Tina Hernandez-Boussard},

year  = {2019},

date = {2019-01-01},

journal = {JAMIA open},

volume = {2},

number = {1},

pages = {150--159},

publisher = {Oxford University Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{parthipan2019predicting,

title = {Predicting inadequate postoperative pain management in depressed patients: a machine learning approach},

author = {Arjun Parthipan and Imon Banerjee and Keith Humphreys and Steven M Asch and Catherine Curtin and Ian Carroll and Tina Hernandez-Boussard},

year  = {2019},

date = {2019-01-01},

journal = {PloS one},

volume = {14},

number = {2},

pages = {e0210575},

publisher = {Public Library of Science San Francisco, CA USA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2019automatic,

title = {Automatic inference of BI-RADS final assessment categories from narrative mammography report findings},

author = {Imon Banerjee and Selen Bozkurt and Emel Alkim and Hersh Sagreiya and Allison W Kurian and Daniel L Rubin},

year  = {2019},

date = {2019-01-01},

journal = {Journal of biomedical informatics},

volume = {92},

pages = {103137},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2019deep,

title = {A deep-learning approach for prognosis of age-related macular degeneration disease using SD-OCT imaging biomarkers},

author = {Imon Banerjee and Luis de Sisternes and Joelle Hallak and Theodore Leng and Aaron Osborne and Mary Durbin and Daniel Rubin},

year  = {2019},

date = {2019-01-01},

journal = {arXiv preprint arXiv:1902.10700},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{huang2019rainy,

title = {Rainy Day Liquidity},

author = {Jing-Zhi Huang and Xin Li and Mehmet Saglam and Tong Yu},

year  = {2019},

date = {2019-01-01},

journal = {Available at SSRN 3387065},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bozkurt2019automated,

title = {Automated detection of measurements and their descriptors in radiology reports using a hybrid natural language processing algorithm},

author = {Selen Bozkurt and Emel Alkim and Imon Banerjee and Daniel L Rubin},

year  = {2019},

date = {2019-01-01},

journal = {Journal of digital imaging},

volume = {32},

number = {4},

pages = {544--553},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2019development,

title = {Development and performance of the pulmonary embolism result forecast model (PERFORM) for computed tomography clinical decision support},

author = {Imon Banerjee and Miji Sofela and Jaden Yang and Jonathan H Chen and Nigam H Shah and Robyn Ball and Alvin I Mushlin and Manisha Desai and Joseph Bledsoe and Timothy Amrhein and others},

year  = {2019},

date = {2019-01-01},

journal = {JAMA network open},

volume = {2},

number = {8},

pages = {e198719--e198719},

publisher = {American Medical Association},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gori2019extracting,

title = {Extracting patient-centered outcomes from clinical notes in electronic health records: assessment of urinary incontinence after radical prostatectomy},

author = {Davide Gori and Imon Banerjee and Benjamin I Chung and Michelle Ferrari and Paola Rucci and Douglas W Blayney and James D Brooks and Tina Hernandez-Boussard},

year  = {2019},

date = {2019-01-01},

journal = {eGEMs},

volume = {7},

number = {1},

publisher = {Ubiquity Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2019natural,

title = {Natural language processing approaches to detect the timeline of metastatic recurrence of breast cancer},

author = {Imon Banerjee and Selen Bozkurt and Jennifer Lee Caswell-Jin and Allison W Kurian and Daniel L Rubin},

year  = {2019},

date = {2019-01-01},

journal = {JCO clinical cancer informatics},

volume = {3},

pages = {1--12},

publisher = {American Society of Clinical Oncology},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{purkayastha2019comparison,

title = {Comparison of open-source electronic health record systems based on functional and user performance criteria},

author = {Saptarshi Purkayastha and Roshini Allam and Pallavi Maity and Judy W Gichoya},

year  = {2019},

date = {2019-01-01},

journal = {Healthcare informatics research},

volume = {25},

number = {2},

pages = {89},

publisher = {Korean Society of Medical Informatics},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{purkayastha2019critical,

title = {Critical Components of Formative Assessment in Process-Oriented Guided Inquiry Learning for Online Labs.},

author = {Saptarshi Purkayastha and Asha K Surapaneni and Pallavi Maity and Anushri S Rajapuri and Judy W Gichoya},

year  = {2019},

date = {2019-01-01},

journal = {Electronic Journal of e-Learning},

volume = {17},

number = {2},

pages = {79--92},

publisher = {Academic Conferences Limited. Curtis Farm, Kidmore End, Nr Reading, RG4 9AY, UK},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{makeeva2019application,

title = {The application of machine learning to quality improvement through the lens of the radiology value network},

author = {Valeria Makeeva and Judy Gichoya and Matthew C Hawkins and Alexander J Towbin and Marta Heilbrun and Adam Prater},

year  = {2019},

date = {2019-01-01},

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

volume = {16},

number = {9},

pages = {1254--1258},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{vey2019role,

title = {The role of generative adversarial networks in radiation reduction and artifact correction in medical imaging},

author = {Brianna L Vey and Judy W Gichoya and Adam Prater and Matthew C Hawkins},

year  = {2019},

date = {2019-01-01},

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

volume = {16},

number = {9},

pages = {1273--1278},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sinha2019full,

title = {Full training versus fine tuning for radiology images concept detection task for the imageclef 2019 challenge},

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

year  = {2019},

date = {2019-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{meek2019machine,

title = {Machine learning for the interventional radiologist},

author = {Ryan D Meek and Matthew P Lungren and Judy W Gichoya},

year  = {2019},

date = {2019-01-01},

journal = {American Journal of Roentgenology},

volume = {213},

number = {4},

pages = {782--784},

publisher = {American Roentgen Ray Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sims2019write,

title = {Write code, save lives: how a community uses open innovation to address a societal challenge},

author = {Jonathan Sims and Judy Gichoya and Gaurab Bhardwaj and Marcel Bogers},

year  = {2019},

date = {2019-01-01},

journal = {R&D Management},

volume = {49},

number = {3},

pages = {369--382},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{geis2019ethics,

title = {Ethics of artificial intelligence in radiology: summary of the joint European and North American multisociety statement},

author = {Raymond J Geis and Adrian P Brady and Carol C Wu and Jack Spencer and Erik Ranschaert and Jacob L Jaremko and Steve G Langer and Andrea Borondy Kitts and Judy Birch and William F Shields and others},

year  = {2019},

date = {2019-01-01},

journal = {Canadian Association of Radiologists Journal},

volume = {70},

number = {4},

pages = {329--334},

publisher = {SAGE Publications Sage CA: Los Angeles, CA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nuthakki2019natural,

title = {Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks},

author = {Siddhartha Nuthakki and Sunil Neela and Judy W Gichoya and Saptarshi Purkayastha},

year  = {2019},

date = {2019-01-01},

journal = {arXiv preprint arXiv:1912.12397},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mccoy2019meaningful,

title = {On Meaningful Human Control in High-Stakes Machine-Human Partnerships},

author = {Liam McCoy and Jacquelyn Burkell and Dallas Card and Brent Davis and Judy Gichoya and Sophie LePage and David Madras},

year  = {2019},

date = {2019-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{trivedi2018automatic,

title = {Automatic determination of the need for intravenous contrast in musculoskeletal MRI examinations using IBM Watson’s natural language processing algorithm},

author = {Hari Trivedi and Joseph Mesterhazy and Benjamin Laguna and Thienkhai Vu and Jae Ho Sohn},

year  = {2018},

date = {2018-01-01},

journal = {Journal of digital imaging},

volume = {31},

number = {2},

pages = {245--251},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2018transfer,

title = {Transfer learning on fused multiparametric MR images for classifying histopathological subtypes of rhabdomyosarcoma},

author = {Imon Banerjee and Alexis Crawley and Mythili Bhethanabotla and Heike E Daldrup-Link and Daniel L Rubin},

year  = {2018},

date = {2018-01-01},

journal = {Computerized Medical Imaging and Graphics},

volume = {65},

pages = {167--175},

publisher = {Pergamon},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gupta2018automatic,

title = {Automatic information extraction from unstructured mammography reports using distributed semantics},

author = {Anupama Gupta and Imon Banerjee and Daniel L Rubin},

year  = {2018},

date = {2018-01-01},

journal = {Journal of biomedical informatics},

volume = {78},

pages = {78--86},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{piening2018integrative,

title = {Integrative personal omics profiles during periods of weight gain and loss},

author = {Brian D Piening and Wenyu Zhou and Kévin Contrepois and Hannes Röst and Gucci Jijuan Gu Urban and Tejaswini Mishra and Blake M Hanson and Eddy J Bautista and Shana Leopold and Christine Y Yeh and others},

year  = {2018},

date = {2018-01-01},

journal = {Cell systems},

volume = {6},

number = {2},

pages = {157--170},

publisher = {Cell Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{agibetov2018supporting,

title = {Supporting shared hypothesis testing in the biomedical domain},

author = {Asan Agibetov and Ernesto Jiménez-Ruiz and Marta Ondrésik and Alessandro Solimando and Imon Banerjee and Giovanna Guerrini and Chiara E Catalano and Joaquim M Oliveira and Giuseppe Patan{`e} and Rui L Reis and others},

year  = {2018},

date = {2018-01-01},

journal = {Journal of biomedical semantics},

volume = {9},

number = {1},

pages = {1--22},

publisher = {BioMed Central},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2018relevance,

title = {Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs},

author = {Imon Banerjee and Camille Kurtz and Alon Edward Devorah and Bao Do and Daniel L Rubin and Christopher F Beaulieu},

year  = {2018},

date = {2018-01-01},

journal = {Journal of biomedical informatics},

volume = {84},

pages = {123--135},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2018probabilistic,

title = {Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) Utilizing Free-Text Clinical Narratives},

author = {Imon Banerjee and Michael Francis Gensheimer and Douglas J Wood and Solomon Henry and Sonya Aggarwal and Daniel T Chang and Daniel L Rubin},

year  = {2018},

date = {2018-01-01},

journal = {Scientific Reports},

volume = {8},

number = {10037 (2018)},

publisher = {Nature},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{jayaraj2018maximum,

title = {Maximum likelihood estimation-based SAR ADC},

author = {Akshay Jayaraj and Sanjeev Tannirkulam Chandrasekaran and Archana Ganesh and Imon Banerjee and Arindam Sanyal},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Transactions on Circuits and Systems II: Express Briefs},

volume = {66},

number = {8},

pages = {1311--1315},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2018probabilisticb,

title = {Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients},

author = {Imon Banerjee and Michael Francis Gensheimer and Douglas J Wood and Solomon Henry and Daniel Chang and Daniel L Rubin},

year  = {2018},

date = {2018-01-01},

journal = {arXiv preprint arXiv:1801.03058},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banerjee2018convergence,

title = {On Convergence of the Class Membership Estimator in Fuzzy $ k $-Nearest Neighbor Classifier},

author = {Imon Banerjee and Sankha Subhra Mullick and Swagatam Das},

year  = {2018},

date = {2018-01-01},

journal = {IEEE Transactions on Fuzzy Systems},

volume = {27},

number = {6},

pages = {1226--1236},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gichoya2018phronesis,

title = {Phronesis of AI in radiology: Superhuman meets natural stupidity},

author = {Judy W Gichoya and Siddhartha Nuthakki and Pallavi G Maity and Saptarshi Purkayastha},

year  = {2018},

date = {2018-01-01},

journal = {arXiv preprint arXiv:1803.11244},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gichoya2018platform,

title = {A platform for innovation and standards evaluation: a case study from the OpenMRS open-source radiology information system},

author = {Judy W Gichoya and Marc Kohli and Larry Ivange and Teri S Schmidt and Saptarshi Purkayastha},

year  = {2018},

date = {2018-01-01},

journal = {Journal of digital imaging},

volume = {31},

number = {3},

pages = {361--370},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}