日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

From LQ to AI-BED-Fx: A Unified Multi-Fraction Radiobiological and Machine-Learning Framework for Gamma Knife Radiosurgery Across Intracranial Pathologies

从 LQ 到 AI-BED-Fx：用于颅内病变伽玛刀放射外科治疗的统一多分割放射生物学和机器学习框架

期刊:Cancers
影响因子:4.4
doi:10.3390/cancers18060985
Buga, Răzvan; Buzea, Călin Gheorghe; Nedeff, Valentin; Nedeff, Florin; Mirilă, Diana; Agop, Maricel; Duceac, Letiția Doina; Eva, Lucian
发表日期：2026
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Multimodal Autoencoder-Based Anomaly Detection Reveals Clinical-Radiologic Heterogeneity in Pulmonary Fibrosis

基于多模态自编码器的异常检测揭示肺纤维化的临床放射学异质性

期刊:Medical Sciences
影响因子:4.4
doi:10.3390/medsci14010076
Ghimuș, Constantin; Buzea, Călin Gheorghe; Nedelcu, Alin Horațiu; Oiegar, Vlad Florin; Lupu, Ancuța; Tepordei, Răzvan Tudor; Vicoleanu, Simona Alice Partene; Dumitrescu, Ana Maria; Ursaru, Manuela; Statescu, Gabriel; Anton, Emil; Lupu, Vasile Valeriu; Postolache, Paraschiva
发表日期：2026
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AI-Guided Inference of Morphodynamic Attractor-like States in Glioblastoma

AI引导的胶质母细胞瘤形态动力学吸引子样状态推断

期刊:Diagnostics
影响因子:3.3
doi:10.3390/diagnostics16010139
Volovăț, Simona Ruxandra; Panaite, Diana Ioana; Ostafe, Mădălina Raluca; Buzea, Călin Gheorghe; Iancu, Dragoș Teodor; Agop, Maricel; Ochiuz, Lăcrămioara; Rusu, Dragoș Ioan; Volovăț, Cristian Constantin
细胞生物学
发表日期：2026
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Evaluating the Managerial Feasibility of an AI-Based Tooth-Percussion Signal Screening Concept for Dental Caries: An In Silico Study

评估基于人工智能的牙齿叩诊信号龋齿筛查概念的管理可行性：一项计算机模拟研究

期刊:Diagnostics
影响因子:3.3
doi:10.3390/diagnostics16040638
Burlea, Stefan Lucian; Buzea, Călin Gheorghe; Nica, Irina; Nedeff, Florin; Mirila, Diana; Nedeff, Valentin; Ochiuz, Lacramioara; Dobreci, Lucian; Agop, Maricel; Rudnic, Ioana
信号转导
发表日期：2026
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Life as Counterfactual Geometry: An Adversarial Theory of Biological Function

生命作为反事实几何：生物功能的对抗理论

期刊:Entropy
影响因子:2
doi:10.3390/e28030255
Buzea, Călin Gheorghe; Nedeff, Florin; Mirilă, Diana; Nedeff, Valentin; Agop, Maricel; Ochiuz, Lăcrămioara; Dobreci, Lucian; Vasincu, Decebal
发表日期：2026
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Streamlit Application and Deep Learning Model for Brain Metastasis Monitoring After Gamma Knife Treatment

Streamlit应用程序和深度学习模型用于伽玛刀治疗后脑转移瘤的监测

期刊:Biomedicines
影响因子:3.9
doi:10.3390/biomedicines13020423
Buga, Răzvan; Buzea, Călin Gh; Agop, Maricel; Ochiuz, Lăcrămioara; Vasincu, Decebal; Popa, Ovidiu; Rusu, Dragoș Ioan; Știrban, Ioana; Eva, Lucian
神经科学
发表日期：2025
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A Hybrid Ensemble Learning Framework for Predicting Lumbar Disc Herniation Recurrence: Integrating Supervised Models, Anomaly Detection, and Threshold Optimization

一种用于预测腰椎间盘突出复发的混合集成学习框架：整合监督模型、异常检测和阈值优化

期刊:Diagnostics
影响因子:3.3
doi:10.3390/diagnostics15131628
Duceac Covrig, Mădălina; Buzea, Călin Gheorghe; Pleșea-Condratovici, Alina; Eva, Lucian; Duceac, Letiția Doina; Dabija, Marius Gabriel; Costăchescu, Bogdan; Elkan, Eva Maria; Guțu, Cristian; Voinescu, Doina Carina
发表日期：2025
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Hybrid Deep Learning for Survival Prediction in Brain Metastases Using Multimodal MRI and Clinical Data

基于多模态MRI和临床数据的混合深度学习脑转移瘤生存预测

期刊:Diagnostics
影响因子:3.3
doi:10.3390/diagnostics15101242
Volovăț, Cristian Constantin; Buzea, Călin Gheorghe; Boboc, Diana-Ioana; Ostafe, Mădălina-Raluca; Agop, Maricel; Ochiuz, Lăcrămioara; Burlea, Ștefan Lucian; Rusu, Dragoș Ioan; Bujor, Laurențiu; Iancu, Dragoș Teodor; Volovăț, Simona Ruxandra
神经科学
发表日期：2025
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Deep Learning Analysis of CBCT Images for Periodontal Disease: Phenotype-Level Concordance with Independent Transcriptomic and Microbiome Datasets

基于深度学习的CBCT图像牙周疾病分析：与独立转录组和微生物组数据集的表型水平一致性

期刊:Dentistry Journal
影响因子:3.1
doi:10.3390/dj13120578
Burlea, Ștefan Lucian; Buzea, Călin Gheorghe; Nedeff, Florin; Mirilă, Diana; Nedeff, Valentin; Agop, Maricel; Ochiuz, Lăcrămioara; Armencia, Adina Oana
微生物学
发表日期：2025
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Modular Deep-Learning Pipelines for Dental Caries Data Streams: A Twin-Cohort Proof-of-Concept

面向龋齿数据流的模块化深度学习流程：双胞胎队列概念验证

期刊:Dentistry Journal
影响因子:3.1
doi:10.3390/dj13090402
Burlea, Ștefan Lucian; Buzea, Călin Gheorghe; Nedeff, Florin; Mirilă, Diana; Nedeff, Valentin; Agop, Maricel; Rusu, Dragoș Ioan; Checheriță, Laura Elisabeta
发表日期：2025
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