A Review on Revolutionizing Healthcare Technologies with AI and ML Applications in Pharmaceutical Sciences by Priyanka Kandhare, Mrunal Kurlekar, Tanvi Deshpande, Atmaram Pawar

“…Future advancements in AI will rely on collaborative efforts to ensure its responsible implementation, ultimately driving the continued transformation of the pharmaceutical sector.…”
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Parameters of the mmp / timp system in assessing the clinical course of pulmonary tuberculoma by D. S. Esmedlyaeva, N. P. Alekseeva, M. Ye. Dyakova, D. V. Karostik, I. V. Grigoriev, E. G. Sokolovich

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Towards prediction of pseudo-normal SPECT image data using variational autoencoder by Katerina Dudasova, Jiri Trnka

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A Review of Multimodal AI in Veterinary Diagnosis: Current Trends, Challenges, and Future Directions by Carolina Gomes, Luisa Coheur, Paula Tilley

“…The paper also addresses significant challenges, such as data collection and standardization, computational limitations, adoption barriers, and ethical concerns regarding data privacy and bias. …”
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Unveiling Urban River Visual Features Through Immersive Virtual Reality: Analyzing Youth Perceptions with UAV Panoramic Imagery by Yunlei Shou, Zexin Lei, Jiaying Li, Junjie Luo

“…This study centers on the Haihe River, South Canal, and North Canal in Tianjin China, employing UAVs to capture continuous panoramic image data. Through immersive virtual reality (VR) technology, visual evaluations of these panoramic images were obtained from a cohort of young participants. …”
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Iterative Assessment of Edge Criticality: Efficiency Enhancement or Hidden Insufficiency Detection by Vasily Lubashevskiy, Hamza Ejjbiri, Ihor Lubashevsky

“…While the Static approach is computationally efficient, the Optimization-based approach potentially yields the best decomposition pattern. …”
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The impact of weight self‐stigma on weight‐loss treatment engagement and outcome by Samantha J. Schram, KayLoni L. Olson, Emily Panza, Jason Lillis

“…When analyzed as a continuous variable, weight self‐stigma showed no association with treatment engagement and outcome. …”
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Greening concept in inventory system for deteriorating items with preservation investment and price and stock dependent demand via marine predators algorithm by Hachen Ali, Gobinda Chandra Panda, Adel Fahad Alrasheedi, Ali Akbar Shaikh, Jeonghwan Gwak

“…To solve it efficiently, this study employs the Marine Predators Algorithm (MPA)—a newly developed metaheuristic algorithm well-suited for continuous, nonlinear optimization. Model authenticity is established through a combination of sensitivity analysis, convergence behavior examination, and validation against benchmark test problems from existing literature. …”
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The combined use of end-tidal carbon dioxide and alveolar dead space fraction values in the diagnosis of pulmonary embolism by Ziba Songur Yücel, Nalan Metin aksu, Meltem Akkaş

“…Background Several studies have reported that computed tomography pulmonary angiography is the best method for diagnosing pulmonary embolism (PE). …”
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Knowledge, Barriers, And Management Implications of Maintaining Hospital Information System (His) Among Staff Nurses In Uttar Pradesh, India by Umme Ruman, Seema Rani, Uzma Anjum

“…These findings have practical and policy implications for hospital administrators, highlighting the need for structured and continuous HIS training programs, supportive policies, and adequate resource allocation to ensure effective and sustainable system use. …”
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ANALYSIS OF THE CLINICAL CASE OF SEVERE STROKE IN A PATIENT WITH ADVERSE PROGNOSTIC FACTOR by Марина Анатольевна Пеганова, Елена Алексеевна Полукарова, Сергей Николаевич Филимонов, Светлана Станиславовна Зиборова, Александра Константиновна Волкова, Василий Николаевич Узун

“…After 31 days from the acute event, the patient was transferred to continue treatment at the local neurological department (NIHSS-15). …”
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Deep learning-based object detection algorithms in medical imaging: Systematic review by Carina Albuquerque, Roberto Henriques, Mauro Castelli

“…Predominantly within Medicine and Computer Science domains, research in this area is most active in the US, China, and Japan. …”
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A case report of hemothorax due to intrathoracic variceal rupture linked to Budd-Chiari syndrome by Yue Hu, Zaichun Deng, Yongbin Chen, Tingting Wu

“…The enhanced chest CT reexamination showed a continuous enhanced soft tissue-like lump in the thoracic cavity, which was a varicose vein. …”
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Estimating canopy height in tropical forests: Integrating airborne LiDAR and multi-spectral optical data with machine learning by Brianna J. Pickstone, Hugh A. Graham, Andrew M. Cunliffe

“…We suggest using RF due to its ease in model building, computational time, and efficient feature selection for predicting canopy height. …”
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Visual analysis of emerging topics and trends in contrast agent extravasation research in medical imaging: a bibliometric study using CiteSpace and VOSviewer by Yun Liu, Yonghai Dong, Wenfang Zhou, Juhong Yu

“…The top five high-frequency keywords were “magnetic resonance imaging,” “computed tomography,” “management,” “diagnosis,” and “contrast agent.” …”
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Duodenojejunostomy for endoscopic management of biliary enteric anastomotic stricture inaccessible via balloon-assisted endoscopy: a case report by Shinya Sakamoto, Kenta Sui, Motoyasu Tabuchi, Takehiro Okabayashi

“…Case presentation Case 1: An 84-year-old man who underwent left hepatic trisectionectomy for hilar cholangiocarcinoma 6 years prior presented with fever and jaundice. Computed tomography (CT) revealed intrahepatic lithiasis. …”
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A Novel PNDA-MMNet Model for Evaluating Dynamic Changes in the Brain State of Patients with PTSD During Neurofeedback Training by Peng Ding, Lei Zhao, Anmin Gong, Wenya Nan, Yunfa Fu

“…Interpretations of the model indicate that continuous NFT reduces functional connectivity within the motor cortex, with stronger suppression in the right hemisphere compared to the left. …”
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Efficient techno-economic modelling of smart parking lots within the electricity distribution networks by Seyed Ashkan Nejati, David Greenwood, Sanchari Deb, Saman Nikkhah

“…Yet explicitly modelling every plugged-in vehicle makes even modest-sized studies computationally prohibitive and masks the economic tension between parking-lot owners and network operators. …”
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Precision farming in aquaculture: non-invasive monitoring of Atlantic salmon (Salmo salar) behaviour in response to environmental conditions in commercial sea cages for health and... by Meredith Burke, Dragana Nikolic, Pieter Fabry, Hemang Rishi, Trevor Telfer, Sonia Rey Planellas

“…Studies show that Atlantic salmon in captivity adjust their distribution in sea cages based on environmental gradients like temperature, waves, and photoperiod. This study used a computer vision algorithm at three marine farms to analyse fish group swimming behaviour termed “activity” (measured in percent), which includes fish abundance, speed, and shoal cohesion. …”
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Complex Large-Deformation Multimodality Image Registration Network for Image-Guided Radiotherapy of Cervical Cancer by Ping Jiang, Sijia Wu, Wenjian Qin, Yaoqin Xie

“…However, due to the patient’s own movement and other factors, the deformation between the different modalities of images is discontinuous, which brings great difficulties to the registration of pelvic computed tomography (CT/) and magnetic resonance (MR) images. …”
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