Abeed Sarker - Dissemin

All papers authored by Abeed Sarker

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2024 Chia‐Chun Chiang

, Man Luo

, Gina Dumkrieger

, Shubham Trivedi

, Yi‐Chieh Chen

, Chieh‐Ju Chao

, Todd J. Schwedt

, Abeed Sarker

, Imon Banerjee

A large language model–based generative natural language processing framework fine‐tuned on clinical notes accurately extracts headache frequency from electronic health records

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2023 Yao Ge, Yuting Guo, Sudeshna Das

, Mohammed Ali Al-Garadi, Abeed Sarker

Few-shot learning for medical text: A review of advances, trends, and opportunities

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This paper is made freely available by the publisher.

Yuting Guo

, Mohammed A. Al‐Garadi, Wendy M. Book

, Lindsey C. Ivey

, Fred H. Rodriguez

, Cheryl L. Raskind‐Hood

, Chad Robichaux

, Abeed Sarker

Supervised Text Classification System Detects Fontan Patients in Electronic Records With Higher Accuracy Than ICD Codes

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Distributing this paper is prohibited by the publisher

Rachel S. Wightman

, Jeanmarie Perrone, Alexandra B. Collins

, Sahithi Lakamana, Abeed Sarker

An analysis of cannabinoid hyperemesis syndrome Reddit posts and themes

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Abeed Sarker

, Sahithi Lakamana

, Ruqi Liao

, Aamir Abbas

, Yuan-Chi Yang

, Mohammed Al-Garadi

The Early Detection of Fraudulent COVID-19 Products From Twitter Chatter: Data Set and Baseline Approach Using Anomaly Detection

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2022 Mohammed Ali Al-Garadi

, Yuan-Chi Yang, Abeed Sarker

The Role of Natural Language Processing during the COVID-19 Pandemic: Health Applications, Opportunities, and Challenges

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Abeed Sarker

, Mohammed Ali Al-Garadi, Yao Ge, Nisha Nataraj, Londell McGlone, Christopher M. Jones, Steven A. Sumner

Evidence of the emergence of illicit benzodiazepines from online drug forums

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This paper was not found in any repository; the policy of its publisher is unknown or unclear.

Abeed Sarker

, Sahithi Lakamana, Ruqi Liao, Aamir Abbas, Yuan-Chi Yang, Mohammed Al-Garadi

Early detection of fraudulent COVID-19 products from Twitter chatter: a dataset and a baseline approach using anomaly detection (Preprint)

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Sahithi Lakamana, Yuting Guo, Yao Ge, Abimbola Leslie, Omolola Okunromade, Yuan-Chi Yang, Elena Gonzalez-Polledo, Jeanmarie Perrone, Anne McKenzie-Brown, Abeed Sarker

#ChronicPain: Automatic establishment of a chronic pain cohort from social media using machine learning for studying opioid-alternative therapies

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Yuting Guo

, Yao Ge, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker

Comparison of Pretraining Models and Strategies for Health-Related Social Media Text Classification

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Balsam Alkouz

, Zaher Al Aghbari

, Mohammed Ali Al-Garadi, Abeed Sarker

Deepluenza: Deep learning for influenza detection from Twitter

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Whitney Bremer, Abeed Sarker

Recruitment and retention in mobile application-based intervention studies: a critical synopsis of challenges and opportunities

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Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker

A comparison of few-shot and traditional named entity recognition models for medical text

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Abeed Sarker

, Mohammed Ali Al-Garadi, Yao Ge, Nisha Nataraj, Christopher M. Jones, Steven A. Sumner

Signals of increasing co-use of stimulants and opioids from online drug forum data

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Sahithi Lakamana, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker

Tracking the COVID-19 outbreak in India through Twitter: Opportunities for social media based global pandemic surveillance.

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Abeed Sarker

, Sahithi Lakamana, Ruqi Liao, Aamir Abbas, Yuan-Chi Yang, Mohammed Ali Al-Garadi

Early detection of fraudulent COVID-19 products from Twitter chatter

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Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer S. Love, Hannah L. F. Cooper, Jeanmarie Perrone, Abeed Sarker

Can accurate demographic information about people who use prescription medications non-medically be derived from Twitter?

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Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker

Few-shot learning for medical text: A systematic review

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Abeed Sarker

, Nisha Nataraj, Wesley Siu, Sabrina Li, Christopher M. Jones, Steven A. Sumner

Concerns among people who use opioids during the COVID-19 pandemic: a natural language processing analysis of social media posts

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Anthony Spadaro

, Abeed Sarker

, Whitney Hogg-Bremer, Jennifer S. Love, Nicole O’Donnell, Lewis S. Nelson, Jeanmarie Perrone

Reddit discussions about buprenorphine associated precipitated withdrawal in the era of fentanyl

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All papers authored by Abeed Sarker