Publications

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161 entries « 1 of 4 »

2021

Zhang, Wendy; Trivedi, Hari; Adams, Matthew; Losey, Aaron D; Diederich, Chris J; Ozhinsky, Eugene; Rieke, Viola; Bucknor, Matthew D

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, 38 (1), pp. 130–135, 2021.

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Purkayastha, Saptarshi; Trivedi, Hari; Gichoya, Judy Wawira

Failures Hiding in Success for Artificial Intelligence in Radiology. Journal Article

In: Journal of the American College of Radiology: JACR, 18 (3 Pt B), pp. 517–519, 2021.

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Banerjee, Imon; Rao, Vinayak A; Honnappa, Harsha

PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models Journal Article

In: arXiv preprint arXiv:2101.05197, 2021.

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

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.

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Chandrasekaran, Sanjeev Tannirkulam; Jayaraj, Akshay; Karnam, Vinay Elkoori Ghantala; Banerjee, Imon; Sanyal, Arindam

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, 68 (3), pp. 1023–1033, 2021.

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Sun, Ran; Banerjee, Imon; Sang, Shengtian; Joseph, Jennifer; Schneider, Jennifer; Hernandez-Boussard, Tina

Type 1 Diabetes Management With Technology: Patterns of Utilization and Effects on Glucose Control Using Real-World Evidence Journal Article

In: Clinical Diabetes, 2021.

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Chandrasekaran, Sanjeev Tannirkulam; Jayaraj, Akshay; Karnam, Vinay Elkoori Ghantala; Banerjee, Imon; Sanyal, Arindam

A Novel Topology of Coupled Phase-Locked Loops Journal Article

In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 68 (3), pp. 1023–1033, 2021.

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Sarkar, Rahuldeb; Martin, Christopher; Mattie, Heather; Gichoya, Judy Wawira; Stone, David J; Celi, Leo Anthony

A Retrospective Analysis of the Performance of Intensive Care Unit Severity Scoring Systems across Different Ethnicities Journal Article

In: Available at SSRN 3767499, 2021.

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Oluwalade, Bolu; Neela, Sunil; Wawira, Judy; Adejumo, Tobiloba; Purkayastha, Saptarshi

Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data Journal Article

In: arXiv preprint arXiv:2103.03836, 2021.

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Purkayastha, Saptarshi; Trivedi, Hari; Gichoya, Judy Wawira

Failures Hiding in Success for Artificial Intelligence in Radiology. Journal Article

In: Journal of the American College of Radiology: JACR, 18 (3 Pt B), pp. 517–519, 2021.

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2020

Schaffter, Thomas; Buist, Diana SM; Lee, Christoph I; Nikulin, Yaroslav; Ribli, Dezső; Guan, Yuanfang; Lotter, William; Jie, Zequn; Du, Hao; Wang, Sijia; others,

Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms Journal Article

In: JAMA network open, 3 (3), pp. e200265–e200265, 2020.

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Tariq, Amara; Purkayastha, Saptarshi; Padmanaban, Geetha Priya; Krupinski, Elizabeth; Trivedi, Hari; Banerjee, Imon; Gichoya, Judy Wawira

Current clinical applications of artificial intelligence in radiology and their best supporting evidence Journal Article

In: Journal of the American College of Radiology, 17 (11), pp. 1371–1381, 2020.

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Banerjee, Imon; Sinha, Priyanshu; Purkayastha, Saptarshi; Mashhaditafreshi, Nazanin; Tariq, Amara; Jeong, Jiwoong; Trivedi, Hari; Gichoya, Judy W

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article

In: arXiv preprint arXiv:2006.13262, 2020.

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Bhatia, Neil; Trivedi, Hari; Safdar, Nabile; Heilbrun, Marta E

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, 17 (11), pp. 1382–1387, 2020.

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Tadavarthi, Yasasvi; Vey, Brianna; Krupinski, Elizabeth; Prater, Adam; Gichoya, Judy; Safdar, Nabile; Trivedi, Hari

The State of Radiology AI: Considerations for Purchase Decisions and Current Market Offerings Journal Article

In: Radiology: Artificial Intelligence, 2 (6), pp. e200004, 2020.

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Kathiravelu, Pradeeban; Sharma, Puneet; Sharma, Ashish; Banerjee, Imon; Trivedi, Hari; Purkayastha, Saptarshi; Sinha, Priyanshu; Cadrin-Chenevert, Alexandre; Safdar, Nabile; Gichoya, Judy Wawira

A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images Journal Article

In: arXiv e-prints, pp. arXiv–2004, 2020.

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Li, Kevin; Banerjee, Imon; Magnani, Christopher J; Blayney, Douglas W; Brooks, James D; Hernandez-Boussard, Tina

Clinical documentation to predict factors associated with urinary incontinence following prostatectomy for prostate cancer Journal Article

In: Research and reports in urology, 12 , pp. 7, 2020.

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Chandrasekaran, Sanjeev T; Hua, Ruobing; Banerjee, Imon; Sanyal, Arindam

A Fully-Integrated Analog Machine Learning Classifier for Breast Cancer Classification Journal Article

In: Electronics, 9 (3), pp. 515, 2020.

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Zeng, Jiaming; Banerjee, Imon; Gensheimer, Michael; Rubin, Daniel

Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract) Inproceedings

In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 13981–13982, 2020.

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Kathiravelu, Pradeeban; Sharma, Ashish; Purkayastha, Saptarshi; Sinha, Priyanshu; Cadrin-Chenevert, Alexandre; Banerjee, Imon; Gichoya, Judy Wawira

Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS Journal Article

In: arXiv preprint arXiv:2004.07965, 2020.

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van Assen, Marly; Banerjee, Imon; Cecco, Carlo N De

Beyond the artificial intelligence hype: what lies behind the algorithms and what we can achieve Journal Article

In: Journal of thoracic imaging, 35 , pp. S3–S10, 2020.

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

PENet'97A scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging Journal Article

In: NPJ digital medicine, 3 (1), pp. 1–9, 2020.

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

Automatic Breast Cancer Survivor Detection from Social Media for Studying Latent Factors Affecting Treatment Success Journal Article

In: medRxiv, 2020.

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Karimi, Yasmin; Blayney, Douglas W; Kurian, Allison W; Rubin, Daniel; Banerjee, Imon

Development and validation of natural language processing (NLP) algorithm for detection of distant versus local breast cancer recurrence and metastatic site. Miscellaneous

2020.

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Sanyal, Josh; Banerjee, Imon; Hahn, Lewis; Rubin, Daniel

An Automated Two-step Pipeline for Aggressive Prostate Lesion Detection from Multi-parametric MR Sequence Journal Article

In: AMIA Summits on Translational Science Proceedings, 2020 , pp. 552, 2020.

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Lee, Scott J; Weinberg, Brent D; Gore, Ashwani; Banerjee, Imon

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.

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Banerjee, Imon; Sinha, Priyanshu; Purkayastha, Saptarshi; Mashhaditafreshi, Nazanin; Tariq, Amara; Jeong, Jiwoong; Trivedi, Hari; Gichoya, Judy W

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article

In: arXiv preprint arXiv:2006.13262, 2020.

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Mashhaditafreshi, Nazanin; Tariq, Amara; Gichoya, Judy Wawira; Banerjee, Imon

Generalization of Deep Convolutional Neural Networks--A Case-study on Open-source Chest Radiographs Journal Article

In: arXiv preprint arXiv:2007.05786, 2020.

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Bozkurt, Selen; Paul, Rohan; Coquet, Jean; Sun, Ran; Banerjee, Imon; Brooks, James D; Hernandez-Boussard, Tina

Phenotyping severity of patient-centered outcomes using clinical notes: A prostate cancer use case Journal Article

In: Learning health systems, 4 (4), pp. e10237, 2020.

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Balthazar, Patricia; Lee, Scott Jeffery; Rubin, Daniel; Dessar, Terry; Gichoya, Judy; Banerjee, Imon

Transfer Language Space with Similar Domain Adaptation: A Case Study with Hepatocellular Carcinoma Journal Article

In: medRxiv, 2020.

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Chandrasekaran, Sanjeev Tannirkulam; Bhanushali, Sumukh Prashant; Banerjee, Imon; Sanyal, Arindam

A Bio-Inspired Reservoir-Computer for Real-Time Stress Detection From ECG Signal Journal Article

In: IEEE Solid-State Circuits Letters, 3 , pp. 290–293, 2020.

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Tariq, Amara; Purkayastha, Saptarshi; Padmanaban, Geetha Priya; Krupinski, Elizabeth; Trivedi, Hari; Banerjee, Imon; Gichoya, Judy Wawira

Current clinical applications of artificial intelligence in radiology and their best supporting evidence Journal Article

In: Journal of the American College of Radiology, 17 (11), pp. 1371–1381, 2020.

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Bhanushali, Sumukh Prashant; Sadasivuni, Sudarsan; Banerjee, Imon; Sanyal, Arindam

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.

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Banerjee, Imon; de Sisternes, Luis; Hallak, Joelle A; Leng, Theodore; Osborne, Aaron; Rosenfeld, Philip J; Gregori, Giovanni; Durbin, Mary; Rubin, Daniel

Prediction of age-related macular degeneration disease using a sequential deep learning approach on longitudinal SD-OCT imaging biomarkers Journal Article

In: Scientific reports, 10 (1), pp. 1–16, 2020.

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

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.

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Banerjee, Imon; Sarker, Abeed

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.

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Huang, Shih-Cheng; Pareek, Anuj; Seyyedi, Saeed; Banerjee, Imon; Lungren, Matthew P

Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines Journal Article

In: NPJ digital medicine, 3 (1), pp. 1–9, 2020.

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Huang, Shih-Cheng; Pareek, Anuj; Zamanian, Roham; Banerjee, Imon; Lungren, Matthew P

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, 10 (1), pp. 1–9, 2020.

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Kathiravelu, Pradeeban; Sharma, Puneet; Sharma, Ashish; Banerjee, Imon; Trivedi, Hari; Purkayastha, Saptarshi; Sinha, Priyanshu; Cadrin-Chenevert, Alexandre; Safdar, Nabile; Gichoya, Judy Wawira

A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images Journal Article

In: arXiv e-prints, pp. arXiv–2004, 2020.

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Burns, John L; Hasting, Dan; Gichoya, Judy W; McKibben, Ben; Shea, Lindsey; Frank, Mark

Just in time radiology decision support using real-time data feeds Journal Article

In: Journal of digital imaging, 33 (1), pp. 137–142, 2020.

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

The Artificial Intelligence Journal Club (# RADAIJC): a multi-institutional resident-driven web-based educational initiative Journal Article

In: Academic radiology, 27 (1), pp. 136–139, 2020.

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Nadarajah, C; Fananapazir, G; Cui, E; Gichoya, J; Thayalan, N; Asare-Sawiri, M; Menias, CO; Sandrasegaran, K

Association of pancreatic fat content with type II diabetes mellitus Journal Article

In: Clinical radiology, 75 (1), pp. 51–56, 2020.

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Singh, AK; Guntu, Mounika; Bhimireddy, Ananth Reddy; Gichoya, Judy W; Purkayastha, Saptarshi

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.

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Kathiravelu, Pradeeban; Sharma, Ashish; Purkayastha, Saptarshi; Sinha, Priyanshu; Cadrin-Chenevert, Alexandre; Banerjee, Imon; Gichoya, Judy Wawira

Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS Journal Article

In: arXiv preprint arXiv:2004.07965, 2020.

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Kundu, Shinjini; Elhalawani, Hesham; Gichoya, Judy W; Jr, Charles E Kahn

How might AI and chest imaging help unravel COVID-19’s mysteries? Miscellaneous

2020.

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Mathur, Varoon; Purkayashtha, Saptarshi; Gichoya, Judy Wawira

Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care Journal Article

In: arXiv preprint arXiv:2005.12378, 2020.

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Banerjee, Imon; Sinha, Priyanshu; Purkayastha, Saptarshi; Mashhaditafreshi, Nazanin; Tariq, Amara; Jeong, Jiwoong; Trivedi, Hari; Gichoya, Judy W

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article

In: arXiv preprint arXiv:2006.13262, 2020.

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Purkayastha, Saptarshi; Bhimireddy, Ananth; Sinha, Priyanshu; Gichoya, Judy W

Using ImageBERT to improve performance of multi-class Chest Xray classification Journal Article

In: 2020.

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Li, Ningcheng; Maresh, Guy; Cretcher, Maxwell; Farsad, Khashayar; Al-Hakim, Ramsey; Kaufman, John; Gichoya, Judy

A modern non-SQL approach to radiology-centric search engine design with clinical validation Journal Article

In: arXiv preprint arXiv:2007.02124, 2020.

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Mashhaditafreshi, Nazanin; Tariq, Amara; Gichoya, Judy Wawira; Banerjee, Imon

Generalization of Deep Convolutional Neural Networks--A Case-study on Open-source Chest Radiographs Journal Article

In: arXiv preprint arXiv:2007.05786, 2020.

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161 entries « 1 of 4 »