Publications
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2021
Anatomic thermochromic tissue-mimicking phantom of the lumbar spine for pre-clinical evaluation of MR-guided focused ultrasound (MRgFUS) ablation of the facet joint Journal Article
In: International Journal of Hyperthermia, vol. 38, no. 1, pp. 130–135, 2021.
Failures Hiding in Success for Artificial Intelligence in Radiology. Journal Article
In: Journal of the American College of Radiology: JACR, vol. 18, no. 3 Pt B, pp. 517–519, 2021.
PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models Journal Article
In: arXiv preprint arXiv:2101.05197, 2021.
Opportunistic Assessment of Ischemic Heart Disease Risk Using Abdominopelvic Computed Tomography and Medical Record Data: a Multimodal Explainable Artificial Intelligence Approach Journal Article
In: medRxiv, 2021.
Fully Integrated Analog Machine Learning Classifier Using Custom Activation Function for Low Resolution Image Classification Journal Article
In: IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 68, no. 3, pp. 1023–1033, 2021.
Type 1 Diabetes Management With Technology: Patterns of Utilization and Effects on Glucose Control Using Real-World Evidence Journal Article
In: Clinical Diabetes, 2021.
A Novel Topology of Coupled Phase-Locked Loops Journal Article
In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, vol. 68, no. 3, pp. 1023–1033, 2021.
A Retrospective Analysis of the Performance of Intensive Care Unit Severity Scoring Systems across Different Ethnicities Journal Article
In: Available at SSRN 3767499, 2021.
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data Journal Article
In: arXiv preprint arXiv:2103.03836, 2021.
Failures Hiding in Success for Artificial Intelligence in Radiology. Journal Article
In: Journal of the American College of Radiology: JACR, vol. 18, no. 3 Pt B, pp. 517–519, 2021.
2020
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms Journal Article
In: JAMA network open, vol. 3, no. 3, pp. e200265–e200265, 2020.
Current clinical applications of artificial intelligence in radiology and their best supporting evidence Journal Article
In: Journal of the American College of Radiology, vol. 17, no. 11, pp. 1371–1381, 2020.
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article
In: arXiv preprint arXiv:2006.13262, 2020.
Artificial intelligence in quality improvement: reviewing uses of artificial intelligence in noninterpretative processes from clinical decision support to education and feedback Journal Article
In: Journal of the American College of Radiology, vol. 17, no. 11, pp. 1382–1387, 2020.
The State of Radiology AI: Considerations for Purchase Decisions and Current Market Offerings Journal Article
In: Radiology: Artificial Intelligence, vol. 2, no. 6, pp. e200004, 2020.
A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images Journal Article
In: arXiv e-prints, pp. arXiv–2004, 2020.
Clinical documentation to predict factors associated with urinary incontinence following prostatectomy for prostate cancer Journal Article
In: Research and reports in urology, vol. 12, pp. 7, 2020.
A Fully-Integrated Analog Machine Learning Classifier for Breast Cancer Classification Journal Article
In: Electronics, vol. 9, no. 3, pp. 515, 2020.
Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract) Inproceedings
In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 13981–13982, 2020.
Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS Journal Article
In: arXiv preprint arXiv:2004.07965, 2020.
Beyond the artificial intelligence hype: what lies behind the algorithms and what we can achieve Journal Article
In: Journal of thoracic imaging, vol. 35, pp. S3–S10, 2020.
PENet'97A scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging Journal Article
In: NPJ digital medicine, vol. 3, no. 1, pp. 1–9, 2020.
Automatic Breast Cancer Survivor Detection from Social Media for Studying Latent Factors Affecting Treatment Success Journal Article
In: medRxiv, 2020.
Development and validation of natural language processing (NLP) algorithm for detection of distant versus local breast cancer recurrence and metastatic site. Miscellaneous
2020.
An Automated Two-step Pipeline for Aggressive Prostate Lesion Detection from Multi-parametric MR Sequence Journal Article
In: AMIA Summits on Translational Science Proceedings, vol. 2020, pp. 552, 2020.
A Scalable Natural Language Processing for Inferring BT-RADS Categorization from Unstructured Brain Magnetic Resonance Reports Journal Article
In: Journal of Digital Imaging, pp. 1–8, 2020.
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article
In: arXiv preprint arXiv:2006.13262, 2020.
Generalization of Deep Convolutional Neural Networks--A Case-study on Open-source Chest Radiographs Journal Article
In: arXiv preprint arXiv:2007.05786, 2020.
Phenotyping severity of patient-centered outcomes using clinical notes: A prostate cancer use case Journal Article
In: Learning health systems, vol. 4, no. 4, pp. e10237, 2020.
Transfer Language Space with Similar Domain Adaptation: A Case Study with Hepatocellular Carcinoma Journal Article
In: medRxiv, 2020.
A Bio-Inspired Reservoir-Computer for Real-Time Stress Detection From ECG Signal Journal Article
In: IEEE Solid-State Circuits Letters, vol. 3, pp. 290–293, 2020.
Current clinical applications of artificial intelligence in radiology and their best supporting evidence Journal Article
In: Journal of the American College of Radiology, vol. 17, no. 11, pp. 1371–1381, 2020.
Digital Machine Learning Circuit for Real-Time Stress Detection from Wearable ECG Sensor Inproceedings
In: 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS), pp. 978–981, IEEE 2020.
Prediction of age-related macular degeneration disease using a sequential deep learning approach on longitudinal SD-OCT imaging biomarkers Journal Article
In: Scientific reports, vol. 10, no. 1, pp. 1–16, 2020.
Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes Inproceedings
In: International Conference on Artificial Intelligence in Medicine, pp. 100–110, Springer, Cham 2020.
Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes Inproceedings
In: Artificial Intelligence in Medicine: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings, pp. 100, Springer Nature 2020.
Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines Journal Article
In: NPJ digital medicine, vol. 3, no. 1, pp. 1–9, 2020.
Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection Journal Article
In: Scientific reports, vol. 10, no. 1, pp. 1–9, 2020.
A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images Journal Article
In: arXiv e-prints, pp. arXiv–2004, 2020.
Just in time radiology decision support using real-time data feeds Journal Article
In: Journal of digital imaging, vol. 33, no. 1, pp. 137–142, 2020.
The Artificial Intelligence Journal Club (# RADAIJC): a multi-institutional resident-driven web-based educational initiative Journal Article
In: Academic radiology, vol. 27, no. 1, pp. 136–139, 2020.
Association of pancreatic fat content with type II diabetes mellitus Journal Article
In: Clinical radiology, vol. 75, no. 1, pp. 51–56, 2020.
Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes Journal Article
In: arXiv preprint arXiv:2003.07507, 2020.
Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS Journal Article
In: arXiv preprint arXiv:2004.07965, 2020.
How might AI and chest imaging help unravel COVID-19’s mysteries? Miscellaneous
2020.
Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care Journal Article
In: arXiv preprint arXiv:2005.12378, 2020.
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article
In: arXiv preprint arXiv:2006.13262, 2020.
Using ImageBERT to improve performance of multi-class Chest Xray classification Journal Article
In: 2020.
A modern non-SQL approach to radiology-centric search engine design with clinical validation Journal Article
In: arXiv preprint arXiv:2007.02124, 2020.
Generalization of Deep Convolutional Neural Networks--A Case-study on Open-source Chest Radiographs Journal Article
In: arXiv preprint arXiv:2007.05786, 2020.