Cătălina-Ioana Tătaru’s research while affiliated with Carol Davila University of Medicine and Pharmacy and other places

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Publications (7)


Workflow demonstrating how molecular feature outputs are processed through machine learning algorithms, culminating in predictions based on trained models.
AI's applications in neural signal processing.
Advances in AI for brain-computer interfaces.
Cont.
Artificial Intelligence and Neuroscience: Transformative Synergies in Brain Research and Clinical Applications
  • Literature Review
  • Full-text available

January 2025

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252 Reads

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9 Citations

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Catalina-Ioana Tataru

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The convergence of Artificial Intelligence (AI) and neuroscience is redefining our understanding of the brain, unlocking new possibilities in research, diagnosis, and therapy. This review explores how AI’s cutting-edge algorithms—ranging from deep learning to neuromorphic computing—are revolutionizing neuroscience by enabling the analysis of complex neural datasets, from neuroimaging and electrophysiology to genomic profiling. These advancements are transforming the early detection of neurological disorders, enhancing brain–computer interfaces, and driving personalized medicine, paving the way for more precise and adaptive treatments. Beyond applications, neuroscience itself has inspired AI innovations, with neural architectures and brain-like processes shaping advances in learning algorithms and explainable models. This bidirectional exchange has fueled breakthroughs such as dynamic connectivity mapping, real-time neural decoding, and closed-loop brain–computer systems that adaptively respond to neural states. However, challenges persist, including issues of data integration, ethical considerations, and the “black-box” nature of many AI systems, underscoring the need for transparent, equitable, and interdisciplinary approaches. By synthesizing the latest breakthroughs and identifying future opportunities, this review charts a path forward for the integration of AI and neuroscience. From harnessing multimodal data to enabling cognitive augmentation, the fusion of these fields is not just transforming brain science, it is reimagining human potential. This partnership promises a future where the mysteries of the brain are unlocked, offering unprecedented advancements in healthcare, technology, and beyond.

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Infiltration of immune cells into PAs and their potential in the invasion, migration, and proliferation of PAs.
Microenvironmental influence on pituitary tumor dynamics. An examination of the pituitary tumor microenvironment’s composition and its profound influence on tumor behavior, with specific emphasis on critical tumorigenic processes such as tumor cell proliferation, invasion, tumor initiation, angiogenesis, the activation of the epithelial-to-mesenchymal transition pathway, the modulation of the microenvironment, and responsiveness to therapeutic interventions. Abbreviations: Pt = pituitary tumors; TME = tumor microenvironment; TAM = tumor-associated macrophages; TAF = tumor-associated fibroblasts; TIL = tumor-infiltrating lymphocytes; AIP = aryl hydrocarbon receptor-interacting protein; CSF-1 = colony-stimulating factor 1.
From Genes to Therapy: Pituitary Adenomas in the Era of Precision Medicine

December 2023

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143 Reads

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7 Citations

This review presents a comprehensive analysis of pituitary adenomas, a type of brain tumor with diverse behaviors and complexities. We cover various treatment approaches, including surgery, radiotherapy, chemotherapy, and their integration with newer treatments. Key to the discussion is the role of biomarkers in oncology for risk assessment, diagnosis, prognosis, and the monitoring of pituitary adenomas. We highlight advances in genomic, epigenomic, and transcriptomic analyses and their contributions to understanding the pathogenesis and molecular pathology of these tumors. Special attention is given to the molecular mechanisms, including the impact of epigenetic factors like histone modifications, DNA methylation, and transcriptomic changes on different subtypes of pituitary adenomas. The importance of the tumor immune microenvironment in tumor behavior and treatment response is thoroughly analyzed. We highlight potential breakthroughs and innovations for a more effective management and treatment of pituitary adenomas, while shedding light on the ongoing need for research and development in this field to translate scientific knowledge into clinical advancements, aiming to improve patient outcomes.


Fig. 3 CDVA lines (decimal) gain/loss compared to preoperative CDVA for transPRK
Fig. 4 CDVA lines (decimal) gain/loss compared to preoperative CDVA for FS-LASIK
Evaluation of the efficiency and safety of TransPRK and FS-LASIK refractive procedures on patients with astigmatism and amblyopia

October 2023

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27 Reads

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1 Citation

Romanian Journal of Ophthalmology

Purpose: To compare the outcomes of transepithelial photorefractive keratectomy (transPRK) with femtosecond laser assisted in situ keratomileusis (FS-LASIK) for the correction of astigmatism on amblyopic eyes. Methods: The design was a retrospective interventional study on 37 eyes with hyperopic or mixed astigmatism and refractive amblyopia, which underwent transPRK or FS-LASIK. The patients were distributed into 2 groups according to the technique used. Data was collected from patient files and comparison between groups was performed. The main outcomes measured were corrected distance visual acuity (CDVA), sphere, cylinder, spherical equivalent (SEQ), efficiency and safety indexes. Results: In the transPRK group, SEQ improved significantly after 1 month, from 2.08 ± 2.02D (p<0.01) to 0.125 ± 0.86D and at the 12 month visit to -0.04 ± 0.62D (p>0.05), sphere improved from 4.03 ± 1.44D preoperatively to 0.67 ± 0.9D at 1 month (p<0.05) and further to 0.44 ± 0.71 at 12 months (p<0.05). CDVA improved from 0.194 ± 0.11 logMAR to 0.115 ± 0.1 logMAR at the 1-year visit. Safety index after 1 month was 1.09 ± 0.2 and 1.12 ± 0.35 at the 1-year visit. Efficiency index was 0.95 ± 0.22 at 1 month and 1.03 ± 0.34 after 1 year. In FS-LASIK group, SEQ improved after 1 month, from 2.28 ± 3.04 to -0.79 ± 0.73D (p<0.01), and further to -0.49 ± 0.79 (p>0.05) at the 12 month visit, sphere improved from 4.11 ± 2.35D preoperatively to -0.42 ± 0.66D at 1 month (p<0.05) and further to -0.08 ± 0.75D at 12 months (p<0.05). CDVA also improved from 0.191 ± 0.1 logMAR to 0.140 ± 0.1 logMAR at 1 year. Safety index after 1 month was 1.1 ± 0.2 and 1.16 ± 0.21 at the 1-year visit. Efficiency index was 0.98 ± 0.27 at 1 month and 1.06 ± 0.23 after 1 year. Conclusion: Both procedures were safe and efficient in improving visual acuity for patients with mixed and hyperopic astigmatism and refractive amblyopia. Abbreviations: transPRK = transepithelial photorefractive keratectomy, FS-LASIK = femtosecond laser in situ keratomileusis, logMAR = logarithm of the Minimum Angle of Resolution, BCVA = best corrected distance visual acuity, CDVA = corrected distance visual acuity


Pertinent studies on the use of additional radiotherapy in managing WHO grade II and III meningiomas.
Cont.
Frontiers of Cranial Base Surgery: Integrating Technique, Technology, and Teamwork for the Future of Neurosurgery

October 2023

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86 Reads

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14 Citations

The landscape of cranial base surgery has undergone monumental transformations over the past several decades. This article serves as a comprehensive survey, detailing both the historical and current techniques and technologies that have propelled this field into an era of unprecedented capabilities and sophistication. In the prologue, we traverse the historical evolution from rudimentary interventions to the state-of-the-art neurosurgical methodologies that define today’s practice. Subsequent sections delve into the anatomical complexities of the anterior, middle, and posterior cranial fossa, shedding light on the intricacies that dictate surgical approaches. In a section dedicated to advanced techniques and modalities, we explore cutting-edge evolutions in minimally invasive procedures, pituitary surgery, and cranial base reconstruction. Here, we highlight the seamless integration of endocrinology, biomaterial science, and engineering into neurosurgical craftsmanship. The article emphasizes the paradigm shift towards “Functionally” Guided Surgery facilitated by intraoperative neuromonitoring. We explore its historical origins, current technologies, and its invaluable role in tailoring surgical interventions across diverse pathologies. Additionally, the digital era’s contributions to cranial base surgery are examined. This includes breakthroughs in endoscopic technology, robotics, augmented reality, and the potential of machine learning and AI-assisted diagnostic and surgical planning. The discussion extends to radiosurgery and radiotherapy, focusing on the harmonization of precision and efficacy through advanced modalities such as Gamma Knife and CyberKnife. The article also evaluates newer protocols that optimize tumor control while preserving neural structures. In acknowledging the holistic nature of cranial base surgery, we advocate for an interdisciplinary approach. The ecosystem of this surgical field is presented as an amalgamation of various medical disciplines, including neurology, radiology, oncology, and rehabilitation, and is further enriched by insights from patient narratives and quality-of-life metrics. The epilogue contemplates future challenges and opportunities, pinpointing potential breakthroughs in stem cell research, regenerative medicine, and genomic tailoring. Ultimately, the article reaffirms the ethos of continuous learning, global collaboration, and patient-first principles, projecting an optimistic trajectory for the field of cranial base surgery in the coming decade.



Fig. 1 Left eye examination under general anesthesiacentral corneal leukoma, anterior dislocated and opacified lens, corneo-lenticular adhesions
Surgical approach in type II Peters anomaly - case report

January 2022

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34 Reads

Romanian Journal of Ophthalmology

Objective: The aim of this report was to present a rare case of apparently unilateral Peters anomaly and describe the clinical characteristics, surgical approach, and visual prognosis. Methods: We presented the case of a 7-year-old female patient with posterior corneal defect due to kerato-lenticular adhesions along with anterior dislocation and opacification of the lens in the left eye and a history of post-traumatic evisceration of the right eye. Systemic associations included mental underdevelopment, left torticollis and scoliosis. No family history of acquired or inherited diseases were determined. We performed cataract extraction in the left eye and opted for aphakia. Results: Based on clinical findings, we considered unilateral Peters anomaly type II. Cataract surgery slightly improved the visual acuity from hand moving to 20/ 400 UCVA (uncorrected visual acuity) and 20/ 100 with +10.0 diopters at 1 month postoperative. No enlargement of the corneal opacity was observed. Conclusions: In this case, we were able to diagnose Peters anomaly only in one eye. The diagnosis required long follow-up with periodic measurement of intraocular pressure (IOP) to early detect glaucoma. The complexity and uniqueness of the case relied on the difficult approach made by the cloudy cornea and anterior lens dislocation. We applied a combination of techniques including adhesiolysis, cataract extraction and anterior vitrectomy. Further interventions such as secondary IOL (intraocular lens) implantation or PKP (penetrating keratoplasty) will be taken into consideration after six-month and one-year postoperative follow-up. Abbreviations: PA = Peters anomaly, DM = Descemet’s membrane, IOL = intraocular lens, VA = visual acuity, OVDs = ophthalmic viscosurgical devices, IOP = intraocular pression, PKP = penetrating keratoplasty, BCVA = best corrected visual acuity, UCVA = uncorrected visual acuity


Congenital cataract – clinical and morphological aspects

August 2020

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659 Reads

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30 Citations

Romanian Journal of Morphology and Embryology

Congenital cataract is one of the main causes of blindness in newborns and children. According to the World Health Organization (WHO), there are about 14 million children suffering from congenital cataract. Our study is based on 82 children, males - 46 (56.1%) and females - 36 (43.9%), with congenital cataract operated in the same ophthalmological centre in Bucharest, Romania. Of the 82 patients, 49 (59.76%) had bilateral cataract and 33 (40.24%) unilateral cataract. Clinically, the most frequent was the total cataract, followed by lamellar, nuclear and cerulean. We employed nine surgical approaches in our patients, depending on the type of intraocular lens (IOL). Morphologically, obvious changes were rendered evident at the level of anterior and posterior capsules, as well as subcapsular.

Citations (6)


... In recent years, AI has emerged as a transformative tool in critical care, leveraging multimodal data, including vital signs, neuroimaging, electrophysiological signals, and laboratory parameters, to identify complex patterns predictive of clinical deterioration [5]. Machine learning (ML) and deep learning (DL) algorithms, in particular, offer unparalleled potential to synthesize high-dimensional, time-series data from TBI patients into actionable insights [6]. Early studies suggest that AI models can forecast ICH onset hours before invasive thresholds are breached, enabling preemptive clinical interventions [6]. ...

Reference:

Predicting Intracranial Hypertension in Traumatic Brain Injury Using AI: A Systematic Review of Algorithms and Their Clinical Integration Potential
Artificial Intelligence and Neuroscience: Transformative Synergies in Brain Research and Clinical Applications

... Thus, imaging plays a vital role in clinical treatment decisions. Investigating prolactin diagnostic power for pituitary microadenoma detection remains crucial since it might enable healthcare professionals to minimize MRI scans, which are expensive imaging procedures with limited access (11,12). This research examines serum prolactin tests for their capability to diagnose pituitary microadenomas based on the definitive benchmark of MRI imaging. ...

From Genes to Therapy: Pituitary Adenomas in the Era of Precision Medicine

... Currently, there are a number of commercially available platforms capable of performing single-step transepithelial PRK; the Amaris 500, Amaris 750S, and Amaris 1050RS (SCHWIND eye-tech-solutions), the iVis laser suite (iVis Technologies), and the Wavelight EX500 (Alcon Laboratories), and while there are numerous studies investigating the long-term outcomes of the Amaris 500, there has been comparatively little research into outcomes of transepithelial PRK using the Wavelight EX500 [10,11,[23][24][25][26][27][28][29][30][31][32][33]. Tis study reports the spherical and astigmatic refractive outcomes of eyes treated using the Alcon Wavelight EX500 StreamLight technology, a single-step transepithelial PRK procedure which utilises an optimised epithelial ablation profle and allows for customisation of the epithelial ablation depth according to the individual central corneal epithelial thickness to ensure accurate treatment across the entire ablation zone. ...

Evaluation of the efficiency and safety of TransPRK and FS-LASIK refractive procedures on patients with astigmatism and amblyopia

Romanian Journal of Ophthalmology

... However, in some of these situations, simple laparoscopy may not be enough due to the extent of the pathology or due to the general difficulty of the surgery required. This emphasizes the need for motorized treatment planning based on tumor size and grade, surgeon proficiency, and patient comorbidities to distinguish between MIS and open surgery (Toader et al., 2023). ...

Frontiers of Cranial Base Surgery: Integrating Technique, Technology, and Teamwork for the Future of Neurosurgery

... Upon eliminating duplicates and reviewing titles and abstracts, twenty-five papers were selected for analysis. However, from the analyzed results, when referred to diagnostic and treatment of childhood glaucoma, no article was found to directly address the four principles of biomedical ethics: beneficence, nonmaleficence, autonomy, and justice stated by Beauchamp and Childress in their book entitled Principles of Biomedical Ethics [13], principles upon physicians base their clinical practice [14]. This paper will examine the application of the four ethical principles, focusing specifically on their relevance to the management of childhood glaucoma. ...

Ethical Considerations in Laser-Assisted Refractive Surgery

Romanian Journal of Legal Medicine

... Furthermore, UBM facilitated the classification of cataract morphology, with zonular (36.2%) and central nuclear (21.2%) cataracts being the most common. This distribution is similar to that reported by Tătaru et al. [14] Solebo et al. [15] found the incidence of PFV to be 24% in congenital cataracts in his study which was significantly higher than in ours. However, partially absorbed cataracts with posterior plaques or defects may have had a component of PFV that latter regressed, leading to this underscore. ...

Congenital cataract – clinical and morphological aspects

Romanian Journal of Morphology and Embryology