77 citations · 77 across the 3 of their papers we have counts for
5 papers
ProtoBERT-LoRA: Parameter-Efficient Prototypical Finetuning for Immunotherapy Study Identification
Shijia Zhang, Xiyu Ding, Kai Ding +6
Identifying immune checkpoint inhibitor (ICI) studies in genomic repositories like Gene Expression Omnibus (GEO) is vital for cancer research yet remains challenging due to semanti…
Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis
Shijia Zhang, Xiyu Ding, Brian Caffo +4
Early diagnosis of Alzheimer's disease (AD) is critical for intervention before irreversible neurodegeneration occurs. Structural MRI (sMRI) is widely used for AD diagnosis, but co…
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents
Amir Karami, Aryya Gangopadhyay, Bin Zhou +1
One of the challenges for text analysis in medical domains is analyzing large-scale medical documents. As a consequence, finding relevant documents has become more difficult. One o…
Characterizing Diabetes, Diet, Exercise, and Obesity Comments on Twitter
Amir Karami, Alicia A. Dahl, Gabrielle Turner-McGrievy +2
Social media provide a platform for users to express their opinions and share information. Understanding public health opinions on social media, such as Twitter, offers a unique ap…
Fuzzy Approach Topic Discovery in Health and Medical Corpora
Amir Karami, Aryya Gangopadhyay, Bin Zhou +1
The majority of medical documents and electronic health records (EHRs) are in text format that poses a challenge for data processing and finding relevant documents. Looking for way…