Artificial Intelligence in Thyroidology: A Narrative Review of the Current Applications, Associated Challenges, and Future Directions von Toro-Tobon, David, Loor-Torres, Ricardo, Duran, Mayra, Fan, Jungwei W, Singh Ospina, Naykky, Wu, Yonghui, Brito, Juan P

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Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models von Ren, Yang, Wu, Yuqi, Fan, Jungwei W, Khurana, Aditya, Fu, Sunyang, Wu, Dezhi, Liu, Hongfang, Huang, Ming

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Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation von Wen, Andrew, Fu, Sunyang, Moon, Sungrim, El Wazir, Mohamed, Rosenbaum, Andrew, Kaggal, Vinod C., Liu, Sijia, Sohn, Sunghwan, Liu, Hongfang, Fan, Jungwei

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Characterizing Patient-Clinician Communication in Secure Medical Messages: Retrospective Study von Huang, Ming, Fan, Jungwei, Prigge, Julie, Shah, Nilay D, Costello, Brian A, Yao, Lixia

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Physical Examination of the Thyroid: Accuracy in Detecting Thyroid Nodules and Frequency of Additional Findings von Jacome, Cristian Soto, Garcia, Andrea, Golembiewski, Elizabeth, Loor-Torres, Ricardo, Duran, Mayra, Segura, Danny, Toro-Tobon, David, Fan, Jungwei W., Ospina, Naykky Singh, Brito, Juan P.

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Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm von Moon, Sungrim, Liu, Sijia, Kshatriya, Bhavani Singh Agnikula, Fu, Sunyang, Moser, Ethan D, Bielinski, Suzette J, Fan, Jungwei, Liu, Hongfang

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Use of Natural Language Processing to Extract and Classify Papillary Thyroid Cancer Features From Surgical Pathology Reports von Loor-Torres, Ricardo, Wu, Yuqi, Esteban Cabezas, Borras-Osorio, Mariana, Toro-Tobon, David, Duran, Mayra, Al Zahidy, Misk, Mateo Chavez, Maria, Soto Jacome, Cristian, Fan, Jungwei W., Singh Ospina, Naykky M., Wu, Yonghui, Brito, Juan P.

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Natural language processing pipeline to extract prostate cancer-related information from clinical notes von Nakai, Hirotsugu, Suman, Garima, Adamo, Daniel A., Navin, Patrick J., Bookwalter, Candice A., LeGout, Jordan D., Chen, Frank K., Wellnitz, Clinton V., Silva, Alvin C., Thomas, John V., Kawashima, Akira, Fan, Jungwei W., Froemming, Adam T., Lomas, Derek J., Humphreys, Mitchell R., Dora, Chandler, Korfiatis, Panagiotis, Takahashi, Naoki

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Drivers of Thyroid Ultrasound Use: A Retrospective Observational Study von Soto Jacome, Cristian, Segura Torres, Danny, Fan, Jungwei W., Garcia-Bautista, Andrea, Golembiewski, Elizabeth, Duran, Mayra, Loor-Torres, Ricardo, Toro-Tobon, David, Singh Ospina, Naykky, Brito, Juan P.

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Automated Identification of Patients’ Unmet Social Needs in Clinical Text Using Natural Language Processing von Moon, Sungrim, Wu, Yuqi, Doughty, Jay B., Wieland, Mark L., Philpot, Lindsey M., Fan, Jungwei W., Njeru, Jane W.

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Retrospective content analysis of consumer product reviews related to chronic pain von Fan, Jungwei W, Wang, Wanjing, Huang, Ming, Liu, Hongfang, Hooten, W Michael

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Quality assessment of functional status documentation in EHRs across different healthcare institutions von Fu, Sunyang, Vassilaki, Maria, Ibrahim, Omar A, Petersen, Ronald C, Pagali, Sandeep, St Sauver, Jennifer, Moon, Sungrim, Wang, Liwei, Fan, Jungwei W, Liu, Hongfang, Sohn, Sunghwan

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Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis von Huang, Ming, Khurana, Aditya, Mastorakos, George, Wen, Andrew, He, Huan, Wang, Liwei, Liu, Sijia, Wang, Yanshan, Zong, Nansu, Prigge, Julie, Costello, Brian, Shah, Nilay, Ting, Henry, Fan, Jungwei, Patten, Christi, Liu, Hongfang

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A Systematic Review of Natural Language Processing Methods and Applications in Thyroidology von Loor-Torres, Ricardo, Duran, Mayra, Toro-Tobon, David, Mateo Chavez, Maria, Ponce, Oscar, Soto Jacome, Cristian, Segura Torres, Danny, Algarin Perneth, Sandra, Montori, Victor, Golembiewski, Elizabeth, Borras Osorio, Mariana, Fan, Jungwei W., Singh Ospina, Naykky, Wu, Yonghui, Brito, Juan P.

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Thyroid Ultrasound Appropriateness Identification Through Natural Language Processing of Electronic Health Records von Soto Jacome, Cristian, Segura Torres, Danny, Fan, Jungwei W., Loor-Torres, Ricardo, Duran, Mayra, Al Zahidy, Misk, Cabezas, Esteban, Borras-Osorio, Mariana, Toro-Tobon, David, Wu, Yuqi, Wu, Yonghui, Singh Ospina, Naykky, Brito, Juan P.

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Probing Patient Messages Enhanced by Natural Language Processing: A Top-Down Message Corpus Analysis von Mastorakos, George, Khurana, Aditya, Huang, Ming, Fu, Sunyang, Tafti, Ahmad P, Fan, Jungwei, Liu, Hongfang

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Novel disease syndromes unveiled by integrative multiscale network analysis of diseases sharing molecular effectors and comorbidities von Li, Haiquan, Fan, Jungwei, Vitali, Francesca, Berghout, Joanne, Aberasturi, Dillon, Li, Jianrong, Wilson, Liam, Chiu, Wesley, Pumarejo, Minsu, Han, Jiali, Kenost, Colleen, Koripella, Pradeep C, Pouladi, Nima, Billheimer, Dean, Bedrick, Edward J, Lussier, Yves A

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Extractive Clinical Question-Answering With Multianswer and Multifocus Questions: Data Set Development and Evaluation Study von Moon, Sungrim, He, Huan, Jia, Heling, Liu, Hongfang, Fan, Jungwei Wilfred

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127-OR: Pharmacologic Management of Diabetic Peripheral Neuropathy von FAN, JUNGWEI, JEFFERY, MOLLY M., HOOTEN, W. MICHAEL, SHAH, NILAY, MCCOY, ROZALINA G.

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Adapting and evaluating a deep learning language model for clinical why-question answering von Wen, Andrew, Elwazir, Mohamed Y, Moon, Sungrim, Fan, Jungwei

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