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ORCIDJournal of Biomedical Informatics, Volume 166
Volume 166, 2025
- Javier Petri
, Pilar Barcena Barbeira, Martina Pesce, Verónica Xhardez, Rodrigo Laje, Viviana Cotik:
Low-cost algorithms for clinical notes phenotype classification to enhance epidemiological surveillance: A case study. 104795 - Silvia Cascianelli, Iva Milojkovic, Marco Masseroli:
A novel machine learning-based workflow to capture intra-patient heterogeneity through transcriptional multi-label characterization and clinically relevant classification. 104817 - Abel Corrêa Dias, Viviane Pereira Moreira, João Luiz Dihl Comba:
RoBIn: A Transformer-based model for risk of bias inference with machine reading comprehension. 104819 - Fangwen Zhou, Rick Parrish, Muhammad Afzal, Ashirbani Saha, R. Brian Haynes, Alfonso Iorio, Cynthia Lokker:
Benchmarking domain-specific pretrained language models to identify the best model for methodological rigor in clinical studies. 104825 - Changlong Wang, You Zhou, Yuanshu Li, Wei Pang, Liupu Wang, Wei Du, Hui Yang, Ying Jin:
ICPPNet: A semantic segmentation network model based on inter-class positional prior for scoliosis reconstruction in ultrasound images. 104827 - Louis Adedapo Gomez, Jan Claassen, Samantha Kleinberg:
Causal inference for time series datasets with partially overlapping variables. 104828 - Yaniv Alon, Etti Naimi, Chedva Levin, Hila Videl, Mor Saban:
Leveraging natural language processing to elucidate real-world clinical decision-making paradigms: A proof of concept study. 104829 - Jennifer Cooper, Thomas Jackson, Shamil Haroon, Francesca Crowe, Eleanor Hathaway, Leah Fitzsimmons, Krishnarajah Nirantharakumar:
Defining phenotypes of disease severity for long-term cardiovascular, renal, metabolic, and mental health conditions in primary care electronic health records: A mixed-methods study using the nominal group technique. 104831 - Tianci Liu, Lizhong Liang, Chao Che, Yunjiong Liu, Bo Jin:
A transformer-based framework for temporal health event prediction with graph-enhanced representations. 104826 - Hao Guan, John Laurentiev, Li Zhou:
CD-Tron: Leveraging large clinical language model for early detection of cognitive decline from electronic health records. 104830 - Anushka Chaurasia, Deepak Kumar, Yogita:
PregAN-NET: Addressing Class Imbalance with GANs in Interpretable Computational Framework for Predicting Safety Profile of Drugs Considering Adverse Reactions During Pregnancy. 104832 - Florence Leony, Chen-ju Lin:
Multimodal fusion architectures for Alzheimer's disease diagnosis: An experimental study. 104834 - Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey V. Kovalchuk:
Multi-agent norm perception and induction in distributed healthcare. 104835 - Thomas A. Lasko, William W. Stead, John M. Still, Thomas Z. Li, Michael N. Kammer, Marco Barbero Mota, Eric V. Strobl, Bennett A. Landman, Fabien Maldonado:
Unsupervised discovery of clinical disease signatures using probabilistic independence. 104837 - Muhammad Mursil, Hatem A. Rashwan, Adnan Khalid, Pere Cavalle-Busquets, Luis Santos-Calderon, Michelle M. Murphy, Domenec Puig:
Interpretable deep neural networks for advancing early neonatal birth weight prediction using multimodal maternal factors. 104838 - Xinyao Jian, Dazheng Zhang, Zehao Yu, Hua Xu, Jiang Bian, Yonghui Wu, Jiayi Tong, Yong Chen:
Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies. 104839 - Xudong Liang, Jiang Xie, Jinzhu Wei, Mengfei Zhang, Haoyang Zhang:
Knowledge-enhanced Parameter-efficient Transfer Learning with METER for medical vision-language tasks. 104840 - Rok Kogoj, Martin Bosilj, Andraz Celar Sturm, Misa Korva, Katja Strasek Smrdel, Eva Kvas, Mateja Pirs, Lidija Lepen, Tina Triglav:
Bioinformatic challenges in metagenomic next generation sequencing data analysis while unravelling a case of uncommon campylobacteriosis. 104841 - Federica Rossi, Davide Fragnito, Antonella Cruoglio, Ramona Palombo, Alice Massacci, Alessandro Sulis, Vittorio Meloni, Sara Casati, Antonella Mirabile, Andrea Manconi, Luciano Milanesi, Gennaro Ciliberto, Monica Forni, Valentina Adami, Massimiliano Borsani, Claudia Miele, Marialuisa Lavitrano, Matteo Pallocca:
Implementation of a Digital Maturity Framework for Biobanking. 104842
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