Cassie S. Mitchell

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Comprehensive Evaluation

Survival Prediction

Extractive Summarization

Annotated Corpus

Top Venues

Big Data Cogn. Comput.

Publications

Sara Rajaram, Cassie S. Mitchell
Data Augmentation with Cross-Modal Variational Autoencoders (DACMVA) for Cancer Survival Prediction. Inf. 15 (1) (2024)
David Kartchner, Irfan Al-Hussaini, Haydn Turner, Jennifer Deng, Shubham Lohiya, Prasanth Bathala, Cassie S. Mitchell
BioSift: A Dataset for Filtering Biomedical Abstracts for Drug Repurposing and Clinical Meta-Analysis. SIGIR (2023)
David Kartchner, Selvi Ramalingam, Irfan Al-Hussaini, Olivia Kronick, Cassie S. Mitchell
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models. BioNLP@ACL (2023)
Irfan Al-Hussaini, Austin Wu, Cassie S. Mitchell
Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization. BioNLP@ACL (2023)
David Kartchner, Jennifer Deng, Shubham Lohiya, Tejasri Kopparthi, Prasanth Bathala, Daniel Domingo-Fernández, Cassie S. Mitchell
A Comprehensive Evaluation of Biomedical Entity Linking Models. EMNLP (2023)
Irfan Al-Hussaini, Cassie S. Mitchell
Towards Interpretable Seizure Detection Using Wearables. ICASSP (2023)
Raghav Tandon, Anna Kirkpatrick, Cassie S. Mitchell
sEBM: Scaling Event Based Models to Predict Disease Progression via Implicit Biomarker Selection and Clustering. IPMI (2023)
Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies. Big Data (2022)
Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies. CoRR (2022)
Irfan Al-Hussaini, Cassie S. Mitchell
SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features. CoRR (2022)
Irfan Al-Hussaini, Cassie S. Mitchell
Performance and utility trade-off in interpretable sleep staging. CoRR (2022)
Irfan Al-Hussaini, Cassie S. Mitchell
SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features. CIKM (2022)
Anna Kirkpatrick, Chidozie Onyeze, David Kartchner, Stephen Allegri, Davi Nakajima An, Kevin McCoy, Evie Davalbhakta, Cassie S. Mitchell
Optimizations for Computing Relatedness in Biomedical Heterogeneous Information Networks: SemNet 2.0. Big Data Cogn. Comput. 6 (1) (2022)
Stephen Allegri, Kevin McCoy, Cassie S. Mitchell
CompositeView: A Network-Based Visualization Tool. Big Data Cogn. Comput. 6 (2) (2022)
Stephen R. Pfohl, Renaid B. Kim, Grant S. Coan, Cassie S. Mitchell
Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction. Frontiers Neuroinformatics 12 (2018)