Large language models for data extraction from unstructured and semi-structured electronic health records: a multiple model performance evaluation by Vasileios Ntinopoulos, Hector Rodriguez Cetina Biefer, Igor Tudorache, Nestoras Papadopoulos, Dragan Odavic, Petar Risteski, Achim Haeussler, Omer Dzemali

“…Objectives We aimed to evaluate the performance of multiple large language models (LLMs) in data extraction from unstructured and semi-structured electronic health records.Methods 50 synthetic medical notes in English, containing a structured and an unstructured part, were drafted and evaluated by domain experts, and subsequently used for LLM-prompting. 18 LLMs were evaluated against a baseline transformer-based model. …”
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Interpretable protein-DNA interactions captured by structure-sequence optimization by Yafan Zhang, Irene Silvernail, Zhuyang Lin, Xingcheng Lin

Subjects: “…data-driven modeling…”
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WORKLOAD DYNAMICS OF MEDICAL PROFESSIONALS IN BULGARIAN HEALTHCARE SYSTEM: EVIDENCES FROM AGGREGATE DATA by Nikolay Atanasov, Krikor Indjian

“…Basic econometric methods, such as tests for structural breaks and dynamic rows modeling based on "macro-" or aggregate data, are implemented. …”
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OpenFlow-Based Mobility Management Scheme and Data Structure for the Mobility Service at Software Defined Networking by Pill-Won Park, Seong-Mun Kim, Sung-Gi Min

“…The network-based mobility management is adapted to the OpenFlow architecture for mobility service at Software Defined Networking (SDN), and data structure for mobility service is proposed. …”
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Data-driven modelling method and application based on energy multi-layer network structure of energy hub by Qingsen Cai, Luochang Wu, Chunyang Gao

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The geological structures of the Pyrenees and their peripheral basins examined through EMAG2v2 magnetic data by Á. Gamisel-Muzás, Á. Gamisel-Muzás, R. Soto, C. Ayala, T. Mochales, F. M. Rubio, P. Clariana, C. Rey-Moral, J. Martín-León

“…<p>The major goal of this work is to provide insight into the structural and geological anatomy of the Pyrenees based on the magnetic anomalies and inferred lineaments from Earth Magnetic Anomaly Grid 2 arcmin resolution (EMAG2v2) magnetic data. …”
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Adaptive cultural mediation through HBIM and VR: enhancing personalized experiences via thematic data structuring by N. El Barhoumi, H. Radoine, R. Hajji, H. Harmouche

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Comparison of hydrothermal structure of two glaciers in Spitsbergen and Tien Shan based on radio-­echo sounding data by Yu. Ya. Macheret, A. F. Glazovsky, E. V. Vasilenko, I. I. Lavrentiev, V. V. Matskovsky

“…In case study of Austre Grønfjordbreen in Spitsbergen and Central Tuyksu glacier in Tien Shan we consider the features of their hydrothermal structure in spring and summer periods using the data of ground-based radio-­echo sounding at frequency of 20 MHz. …”
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Structure of rheumatic diseases among adult population of Russia according to data of an epidemiological study (preliminary results) by E A Galushko, T Y Bolshakova, I B Vinogradova, O N Ivanova, O M Lesnyak, L V Menshikova, T N Petrachkova, S F Erdes

“…Preliminary results of program diagnostic stage demonstrated significance of joint pathology problem and allowed to get the first data about structure of RD among adult inhabitants of Russia.…”
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Incidence and structure of sudden cardiac death among working population of the Bryansk region. GERMINA register data by R. M. Linchak, A. M. Nedbaykin, E. V. Sementsova, I. A. Yusova, V. V. Strukova

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The vertical structure of the eastern Pacific ITCZs and associated circulation using the TRMM Precipitation Radar and in situ data by L. Huaman, K. Takahashi

“…Reanalysis and satellite‐based data are shown to be unreliable for describing the vertical structure of the circulation.…”
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DEEP STRUCTURE OF THE SIBERIAN PLATFORM – CENTRAL ASIAN MOBILE BELT TRANSITION ZONE FROM TELESEISMIC DATA by V. V. Mordvinova, M. M. Kobelev, A. V. Treussov, M. A. Khritova, D. S. Trynkova, E. A. Kobeleva, O. F. Lukhneva

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Recognition of Underwater Engineering Structures Using CNN Models and Data Expansion on Side-Scan Sonar Images by Xing Du, Yongfu Sun, Yupeng Song, Lifeng Dong, Changfei Tao, Dong Wang

Subjects: “…underwater engineering structures…”
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The structure of long tubular bones fractures of lower extremity by the data of the regional bureau of forensic-medical examination by Savka I.H., Bachynsky V.T., Bezhenar I.L.

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Mapping the Intellectual Structure of Tourism Event Research: A Bibliometric Study Based on Web of Science Data by Lenka Baricová, Kristína Pompurová

“…Citation analysis identifies seminal works that have shaped the intellectual structure of event tourism, with Donald Getz emerging as the most influential author. …”
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Identification of the Geological Structure of Jagoi Babang District and Surrounding Areas in Bengkayang Regency Using Gravity Data by Deni Alpito Saputra, Zulfian Zulfian, Radhitya Perdhana

“…The regional anomaly of the study area is 37.5 mGal to 46 mGal, while the residual anomaly is -6 mGal to 8 mGal. Residual anomaly data is used for modeling subsurface structures and Second Vertical Derivative (SVD) analysis of 2 trajectories. …”
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Data analysis of the structure and use of library collections available in public libraries in Ljubljana between 1990 – 2000 by Mateja Ločniškar-Fidler

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Intraspecific structure of Myotis petax Hollister, 1912 (Chiroptera: Vespertilionidae) based on mitochondrial DNA and morphological data by Uliana V. Gorobeyko, Denis V. Kazakov, Anastasia A. Kadetova, Irina N. Sheremetyeva, Valentin Yu. Guskov, Irina V. Kartavtseva, Nikolai E. Dokuchaev, Evgeniy S. Zakharov, Sergei V. Kruskop

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Blue shark conservation in the Indian Ocean: data-limited insights on population structure, distribution, and stock assessments by Hoang Huy Huynh, Chun-Yi Hung, Sheng-Ping Wang, Wen-Pei Tsai

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Baby Cry Classification Using Structure-Tuned Artificial Neural Networks with Data Augmentation and MFCC Features by Tayyip Ozcan, Hafize Gungor

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