-
In machine learning, the objective of training a classification model is to learn the mapping relationship between features and labels. Label noise data has a severe detrimental effect on model performance, often surpassing the impact of feature noise. Consequ…
crossref
Pengfei Fu, Xiaofeng Liu, Mingyu Feng
2026-03-05T15:52:23Z
置信度 0.70
-
crossref
Tshilidzi Marwala
2026-02-20T10:57:30Z
置信度 0.70
-
crossref
Alejandro Espaillat
2026-04-22T22:45:38Z
置信度 0.70
-
Artificial intelligence (AI) in the healthcare domain serves as a transformative analytical engine, deciphering the intricate connections between clinical data and patient outcomes to deliver pioneering solutions that elevate the standard of medical care. AI p…
crossref
Rashmi Rameshwari, Naina Soni, Devendra Kumar Verma, Santosh Kumar
2026-02-02T14:23:57Z
置信度 0.70
-
This chapter explores the evolution and impact of artificial intelligence (AI) in enhancing neurosurgical education and skill development. Traditional neurosurgical training methods, including dissections on biological and synthetic models, are limited in the …
crossref
Andre A. Payman, Roberto Rodriguez Rubio
2026-08-28T13:03:11Z
置信度 0.70
-
Medical guideline texts are characterized by strong domain specificity, complex conditional logic, and implicit semantics, which make their automatic transformation into executable process models highly challenging.To address this problem, we reformulate the t…
crossref
Feng Gao, Jian Chen, Yinghui Jin, Siyuan Ruan
2026-05-18T19:44:47Z
置信度 0.70
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Background Artificial intelligence (AI) is transforming clinical practice, but its role in medical education remains underdeveloped. Patient care teaching conferences are rich in reasoning and literature appraisal, yet their educational value is rarely formali…
crossref
Ahmad Sweid, Issam A. Awad
2026-06-06T04:43:08Z
置信度 0.70
-
crossref
Duygu Sinanc Terzi
2026-05-27T09:01:43Z
置信度 0.70
-
This study aimed to examine college students' trust in generative artificial intelligence (AI) for mental health information and decisions.
pubmed
Liu CH, Yip T
2026 Jul 30
置信度 0.82
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Following a verbal command marks the bedside transition from unresponsiveness to overt recovery of consciousness after acute brain injury. Its timing across phenotypes, stability once present, and dependence on sedation are uncharacterized at scale.
pubmed
Gorenshtein A, Adiniaev Y, Omar M, Barash Y 等
2026 Jul 29
置信度 0.82
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Our investigation focuses on developing and testing a radiomics nomogram based on contrast-enhanced mammography (CEM) and clinical factors to predict ductal carcinoma in situ (DCIS) in breast cancer. A retrospective analysis was performed on 731 breast ca…
pubmed
Zhang K, Qiu J, Wang L, Mao N 等
2026 Jul 29
置信度 0.82
-
Accurate identification of benign and malignant thyroid nodules is a core link in clinical diagnosis and treatment decision-making, which directly affects the selection of subsequent treatment plans for patients. Aiming at the problems such as the strong subje…
pubmed
Li B, Li T, Ju H, Zhang D 等
2026 Jul 29
置信度 0.82
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The objective was to develop and validate an explainable artificial intelligence (AI)-based multimodal approach for preoperative risk stratification of central lymph node metastasis (CLNM) in papillary thyroid carcinoma (PTC) and to evaluate its role in suppor…
pubmed
Huang Z, Wang J, Chen M, Chu X 等
2026 Jul 29
置信度 0.82
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Children with complex cyanotic congenital heart disease (CHD) and with pulmonary hypertension (PH) commonly experience hypoxia. Hypoxia-inducible factor-1α (HIF-1α) is a key regulator of cellular responses to low oxygen, and its levels are elevated…
pubmed
Trębacz O, Florek P, Podlewski J, Iwaniec T 等
2026 Jul 29
置信度 0.82
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pubmed
Pickler JGJ, Junior HF, Pedack FR, Silva BL 等
2026 Jul 29
置信度 0.82
-
Health authorities worldwide require clinical studies in children to ensure scientifically rigorous and consistent dosing. Before pediatric data are available, model-based methods provide a scientific and reproducible way to determine doses for pediatric studi…
pubmed
Krause A, Cellière G
2026 Jul 29
置信度 0.82
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This paper presents a critical analysis of AI advancements in chest radiograph (CXR) analysis, tracing its evolution from conventional machine learning to deep learning and multimodal approaches. Early models relied on hand-crafted features, while recent CNNs …
pubmed
Matsuo H, Nishio M, Fujimoto K, Deperrois N 等
2026 Jun 2
置信度 0.82
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We tested state-of-the-art LLMs under clinical-scale workloads using two designs: a single agent handling all tasks and a multi-agent orchestrator assigning each task to a dedicated worker. Across retrieval, extraction, and dosing tasks, batch sizes ranged fro…
pubmed
Klang E, Omar M, Raut G, Agbareia R 等
2026 Mar 9
置信度 0.82
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Despite advances in science and technology, persistent challenges in the delivery of healthcare call for care model transformations that have yet to be realized. Artificial intelligence could drive these transformations, but has yet to do so at scale. We prese…
pubmed
Li RC, Rosengaus L, Gohil L, Sharp C 等
2026 Jan 28
置信度 0.82
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Using artificial intelligence (AI) to prescribe drugs has advanced slowly. Whether a "doctor-in-the-loop" design would increase acceptance of drug-prescribing AI is unknown, as are settings where physicians envision AI-driven drug prescription most likely to b…
pubmed
Zhang W, Qi S, Hu Y, Zhai X 等
2026 Jun 8
置信度 0.82
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Large language model (LLM) chat tools have the potential to transform healthcare workflows by improving efficiency and reducing administrative burdens. While prior research has predominantly focused on clinicians, non-clinician healthcare staff constitute the …
pubmed
Black KC, Haberkorn WJ, Ma SP, Kiani H 等
2026 Feb 2
置信度 0.82
-
Inpatient pathways require complex clinical decision-making based on comprehensive patient information, yet research on medical LLMs is limited in this area due to the lack of large-scale datasets. Existing medical benchmarks primarily focused on question-answ…
pubmed
Chen Z, Peng Z, Liang X, Wang C 等
2026 Jun 1
置信度 0.82
-
Pathological examination is the current gold standard in cancer diagnosis, yet artificial intelligence (AI) methods still struggle to capture the multi-scale heterogeneity of tumor morphology across patients, tissues, and magnifications. Here, we introduce the…
pubmed
Liu Z, Zhang T, Chen BK, Feng Y 等
2026 Jul 29
置信度 0.82
-
Offline signature verification has a persistent Latin-script bias: most systems are built and evaluated on English datasets, while Arabic and other non-Latin scripts are largely absent from the benchmarking literature. SignatureGuard is a three-task framework …
pubmed
Balat M, Mamdouh E, Awaad R, Elhoseny M 等
2026 Jul 28
置信度 0.82
-
Breast cancer, a leading cause of mortality among women worldwide, necessitates early detection through mammography. Yet, automated classification remains challenging due to class imbalance, limited datasets, and the need for both local and global feature extr…
pubmed
Aldawsari MA, Aldosari SJ, Ismail A, Emam MM
2026 Jul 29
置信度 0.82
-
The growing integration of digital technologies into healthcare requires understanding the impact of different consultation modalities on patient stress, memory and perceived credibility. This study compared different consultation modalities (human physician, …
pubmed
Mayer CJ, Swysen TL, Kurz TR, Stephan TI 等
2026 Jul 29
置信度 0.82
-
Most recently, a novel color-encoding light-field detector based on perovskite material has been demonstrated for x-ray differential phase contrast (DPC) imaging. However, it lacks performance evaluation and comparison between such a novel light-field detector…
pubmed
Tan Y, Zhu J, Zhang X, Zheng H 等
2026 Aug
置信度 0.82
-
Radiologists classify breast density using the Breast Imaging Reporting and Data System (BI-RADS) as required by the 2024 Mammography Quality Standards Act (MQSA), which mandates disclosure of breast density in all mammography reports. FDA-approved AI software…
pubmed
Devine JR, Withrow ADM, Choudhry S
2026 Jun
置信度 0.82
-
Distal medium vessel occlusions (DMVOs), as a cause of acute ischemic stroke, typically present with unique challenges in diagnosis and treatment owing to their anatomical variability, heterogeneous clinical manifestations, and limitations in current imaging t…
pubmed
Rehman S, Akram U, Waseem S, Kobeisy AAN 等
2026 Jul 29
置信度 0.82
-
Lung cancer, the most commonly diagnosed malignancy, is the leading cause of cancer-related mortality worldwide. Advancements in molecular imaging have expanded the role of [18F] 2-Fluoro-2-deoxy-glucose (FDG) PET/CT in the management of lung cancer, from the …
pubmed
Singh H, Aggarwal P, Kumar R, Singh N
2026 Jul 29
置信度 0.82
-
Autoimmune gastritis (AIG), a chronic inflammatory disease associated with various comorbidities and complications, is often subject to missed or delayed diagnoses.
pubmed
Cao Y, Jin X, Zhao Y, Zhang G 等
2026 Sep
置信度 0.82
-
人工智能(AI)凭借强大的数据挖掘与推演能力,已逐步应用于儿童重症监&#…
pubmed
Fu S, Xu F, Li F, Qian SY
2026 Aug 2
置信度 0.82
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To translate, revise and evaluate the Chinese-version Nursing Leaders' Readiness for Artificial Intelligence Scale and assess Chinese nursing leaders' AI readiness.
pubmed
Yang H, Guo Y, Qiao Y, Bai W 等
2026
置信度 0.82
-
The integration of artificial intelligence (AI) and computational pathology has the potential to refine prognostic stratification in patients with metastatic brain tumors (MBTs). However, current AI models, which are trained predominantly on extracranial tissu…
pubmed
Fujita M, Nawa S, Ito E, Nagasaka T 等
2026 Aug
置信度 0.82
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Predicting local recurrence remains challenging in carbon-ion radiotherapy (CIRT) for non-small cell lung cancer (NSCLC). In this study, we aimed to develop and validate a machine learning model to predict local recurrence after CIRT for early-stage peripheral…
pubmed
Mochida K, Miyasaka Y, Kubo N, Yoshida H 等
2026 Aug
置信度 0.82
-
A woman in her early 60s with acute Guillain-Barré syndrome (GBS) developed rapidly progressive tetraparesis and respiratory failure requiring non-invasive ventilation. Following intravenous immunoglobulin and medical stabilisation, she entered inpatient …
pubmed
Ser JS, Lui SK
2026 Jul 29
置信度 0.82
-
Machine learning methods have been growing in prominence across all areas of medicine. In pathology, recent advances in deep learning (DL) have enabled computational analysis of histological samples, aiding in diagnosis and characterization in multiple disease…
pubmed
Ramesh S, Dolezal JM, Pearson AT
2026 Sep
置信度 0.82
-
SUMOylation is implicated in the regulation of multiple malignancies. However, its potential roles in head and neck squamous cell carcinoma (HNSCC) remain insufficiently characterised. By integrating bulk RNA-seq, scRNA-seq and stRNA-seq datasets, we systemati…
pubmed
Fang Z, Mei K, Liu J, Zhou W 等
2026 Jan-Dec
置信度 0.82
-
To establish a structured framework for incorporating artificial intelligence (AI) education into orthodontic residency training, outlining the competencies required for thoughtful and responsible use of AI in clinical practice.
pubmed
Yadav S, Gandhi V, Hansraj V, Venugopalan SR 等
2026 Jul 29
置信度 0.82
-
Hepato-biliary-pancreatic cancers, notorious for their pronounced heterogeneity and poor prognosis, continue to be a dominant factor in cancer-related deaths globally. Although immunotherapy has dramatically reshaped the cancer treatment landscape, its efficac…
pubmed
Wu Y, Chen Z, Hu Y, Ren S 等
2026 Jul 29
置信度 0.82
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Hard exudates are common fundus findings in retinal vascular disease, but are frequently regarded as passive remnants of vascular leakage rather than biologically meaningful lesions. Traditionally described as lipid deposits associated with diabetic retinopath…
pubmed
Venkatesh R, Hande P, Prabhu V, Tendulkar K 等
2026 Jul 29
置信度 0.82
-
Interstitial lung disease (ILD) encompasses diverse pulmonary disorders with varied prognoses. Current pathological diagnoses suffer from inter-observer variability, necessitating more standardized approaches. We developed an ensemble AI model for cryobiopsy, …
pubmed
Uegami W, Okoshi EN, Lami K, Nei Y 等
2026 Jul 29
置信度 0.82
-
Large language models (LLMs) show promise for text-based pathology tasks, yet most reported applications remain experimental, lack formal clinical validation, or operate outside secure, health system-approved environments. We developed and clinically validated…
pubmed
Abukhiran I, Mansour A, Caicedo ML, Minkowitz JM 等
2026 Jul 29
置信度 0.82
-
Early detection of diabetic kidney disease (DKD) remains challenging because currently available clinical markers mainly reflect established renal injury rather than early pathogenic changes. Ferroptosis has been increasingly implicated in DKD development, we …
pubmed
Liu Y, Huang Y, Su Y, Wang L 等
2026 Nov
置信度 0.82
-
Lung cancer remains a major global health burden. Although low-dose CT (LDCT) is effective for early detection, its clinical application is limited by a high false-positive rate and the need for subsequent invasive confirmation, such as biopsy. Meanwhile, the …
pubmed
Luo J, Dong Q, Yang J, Shan H 等
2026 Oct
置信度 0.82
-
Objective . Cortical visual prostheses aim to partially restore vision by electrically stimulating V1. Yet, their effectiveness is constrained by the limited number of simultaneously elicitable phosphenes. Identifying sparse but informative visual features for…
pubmed
Scialom E, Lonnqvist B, Bornet A, Herzog MH
2026 Aug 18
置信度 0.82
-
To develop and validate a histology-based model for predicting a stromal stiffness-related molecular surrogate in pancreatic ductal adenocarcinoma (PDAC) and to assess its spatial biological plausibility.
pubmed
Bao W, Wang T, Xia X, Chen L 等
2026 Jul 28
置信度 0.82
-
Contrast-enhanced ultrasound (CEUS) is widely used for evaluating thyroid nodule malignancy, but conventional time-intensity curve (TIC) analysis is labor-intensive and operator-dependent. This study proposes LSTAC, an automated framework for nodule segmentati…
pubmed
Yang A, Li L, He R, Zhou X 等
2026 Jul 26
置信度 0.82
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The comorbidity of mental disorders and diabetes is on the rise, presenting a significant global public health challenge that gravely impacts the physical and psychological health of patients and presents obstacles to their effective management. The coronaviru…
pubmed
Kaburu FM, Zhu P, Kudiza A, McDonnell D 等
2026 Jun 18
置信度 0.82
-
Identifying traits of narcissistic personality disorder (NPD) is clinically challenging, yet early detection can significantly improve outcomes. Online forums have become a major source of self-expression, offering new opportunities to understand mental health…
pubmed
Aladağ AE, Özgür A, Akbaş NB, Zahmacioglu O 等
2026 Jul 29
置信度 0.82
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IntroductionAccurate prediction of neoadjuvant chemotherapy (NAC) response in breast cancer is important for treatment planning and individualized therapy selection. Breast MRI contains subtle patterns related to treatment response. These patterns vary across …
pubmed
Abdelhalim I, Alghamdi NS, Sivakumar NR, Basheer S 等
2026 Jan-Dec
置信度 0.82
-
Manual chart review (MR) of electronic health records (EHRs) is time-consuming, error-prone, and limits the reproducibility and scalability of real-world data (RWD) research. Automation and standardization using natural language processing (NLP) could improve …
pubmed
Abedian Kalkhoran H, Martinot T, Schonewille LHN, Huyuk M 等
2026 Jul-Sep
置信度 0.82
-
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality, with high recurrence rates after surgical resection posing a significant challenge. While deep learning (DL) approaches show promise in predicting HCC recurrence, their clinical tra…
pubmed
Zhuang Q, Xu T, Xing X, Hu E 等
2026 Jul
置信度 0.82
-
Hypospadias is a common congenital malformation requiring surgery. Caregivers face substantial perioperative information needs, and large language models (LLMs) offer a potential health education channel, but their performance in pediatric urology and the rela…
pubmed
Kang T, Yuan C, Hu X, Huang W
2026 Jul 29
置信度 0.82
-
AI is rapidly entering the operating room, both as a clinical tool and as increasingly autonomous systems. In this News and Perspectives article, JMIR Correspondent and intensive care unit nurse Jenna Congdon reports on the ethical implications and evolving ro…
pubmed
Congdon J
2026 Jul 29
置信度 0.82
-
Cardiovascular disease arises from interactions between inherited risk, molecular programmes, and tissue-scale remodelling that are observed clinically through imaging. Cardiac MRI (CMR), computed tomography (CT), and echocardiography are integral to routine c…
pubmed
Le MHN, Nguyen TH, Li T, Quang Gia Le B 等
2026 Jul 3
置信度 0.82
-
Curriculum review is a core component of postgraduate medical education, with implications for trainees, educators, and healthcare systems. In 2021, the Irish College of General Practitioners assumed full responsibility for national GP training in Ireland, cre…
pubmed
Scully R, McCarthy P
2026 Jul 29
置信度 0.82
-
This review sort of critically assesses how boron-doped diamond electrodes (BDDEs) are becoming more important for voltammetric determination of major antibiotic groups, like fluoroquinolones, tetracyclines, sulfonamides, $\beta$-lactams and rifamycins. It poi…
pubmed
Barzani HAH, Omer RA, Salih Barzani KI, Omar Othman H 等
2026 Jul 29
置信度 0.82
-
As robots enter homes, workplaces, and health care settings, sustaining trust during social interaction becomes a central challenge for human-robot interaction. However, relatively little is known about how humans integrate signals across the brain, hormones, …
pubmed
Topoglu Y, Krueger F, Joshi S, Rothstein N 等
2026 Jul 29
置信度 0.82
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Medical image analysis has become increasingly important for automated medical diagnosis, as well as deep learning. Specifically, object detection models may help in automatically identifying pathological structures and features. This study presents a comprehe…
pubmed
Leordean DV, Ardelean ER
2026
置信度 0.82
-
This study aims to comparatively examine the readability, accuracy, and quality of responses provided by artificial intelligence (AI)-based chatbots such as Perplexity, ChatGPT-5, and Gemini to questions about knee osteoarthritis (KOA), which accounts for appr…
pubmed
Maraşlı E, Ozduran E, Hancı V
2026
置信度 0.82
-
Working memory (WM) is thought to rely on sophisticated frontostriatal mechanisms for selective gating, supporting updating and readout of information to and from distinct memory "addresses" (neural populations). According to computational models, capacity lim…
pubmed
Soni A, Traylor A, Merullo J, Frank MJ 等
2026 Jul 24
置信度 0.82
-
This quality improvement study evaluates the use of a video-based artificial intelligence framework that uses multi-instrument tracking and clinically informed spatiotemporal kinematic features to provide objective, granular assessment of laparoscopic cholecys…
pubmed
Zeng X, Li Y, Wang J, Yang L 等
2026 Jul 29
置信度 0.82
-
Artificial intelligence in clinical medicine is widely presented as a democratising advance, bringing the interpretive capacity of leading institutions to those that lack it. This paper argues that, under prevailing market governance, AI does not democratise b…
pubmed
Nikolic B
2026 Jul 29
置信度 0.82
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The integration of artificial intelligence (AI) into the medical and spiritual care of the sick is expected to challenge a range of religious values and norms. Various religious authorities have expressed concerns about AI's integration, which include the ques…
pubmed
Bao GC, Gabbay E
2026 Jul 29
置信度 0.82
-
Artificial intelligence (AI) is conquering medicine in many fields. With geriatric patients, it is important not only to understand the decision tree of, for example, a tumor disease, but also to assess their functionality and functional deficits.
pubmed
Wiedemann A, Manseck A, Stein J, Fröhner M 等
2026 Sep
置信度 0.82
-
Advances in three-dimensional (3D) transthoracic echocardiography (TTE) with artificial intelligence (AI) enable AI-assisted semi-automated right ventricular (RV) function analysis, including two-dimensional (2D) measurements. However, data on the agreement of…
pubmed
Shiokawa N, Izumo M, Sato Y, Uenomachi N 等
2026 Jul 29
置信度 0.82
-
pubmed
Wu PH, Lin YT, Chen JC, Lin SY 等
2026 Jul 29
置信度 0.82
-
Acute brain injury (ABI), including traumatic brain injury, ischemic and hemorrhagic stroke, is associated with high morbidity and mortality, which is driven not only by the primary brain injury, but also by the development of secondary cerebral insults. Among…
pubmed
Taccone FS, Arabi Y, Baggiani M, Brasil S 等
2026 Jul 29
置信度 0.82
-
Patients with end-stage heart failure undergoing durable left ventricular assist device (dLVAD) implantation are at risk of developing de novo or progressive aortic regurgitation (AR) during long-term support.
pubmed
Stegmann A, Nagel A, Lanmüller P, Nersesian G 等
2026 Jul 29
置信度 0.82
-
This study aims to evaluate cognitive function in patients with Cerebral Small Vessel Disease (CSVD) and investigate its association with variables such as serum Insulin-like Growth Factor-1 (IGF-1). Artificial intelligence algorithms, specifically eXtreme Gra…
pubmed
Gao P, Su J, Ma X, Ma X 等
2026 Aug
置信度 0.82
-
Purpose To evaluate anatomy-specific diagnostic performance of CT angiography-based artificial intelligence (AI) for anterior circulation occlusion detection and negative-result implications for distal occlusions. Materials and Methods In this Preferred Report…
pubmed
Liu Y, Li C, Ren Z, Hu Y 等
2026 Jul 29
置信度 0.82
-
Early exposure to otolaryngology-head and neck surgery is limited in undergraduate medical education, and existing hands-on training programs are often resource-intensive or focused on single procedures, restricting their broader implementation. This study aim…
pubmed
Inoue T, Sakaue S, Ominato H, Wakisaka R 等
2026 Aug
置信度 0.82
-
Generative Artificial Intelligence (GenAI) has catalyzed a transformation in medical education. Understanding learners' perceptions is essential to guide their responsible integration into curricula.
pubmed
Aljamaan F, Mubarak MF, Altamimi I, Alanteet AA 等
2026 Aug
置信度 0.82
-
Progress in artificial intelligence (AI)-based analysis of surgical videos has been constrained by reliance on manual frame-level annotations rather than patient-level outcomes. In addition, concerns about data privacy restrict the exchange of laparoscopic vid…
pubmed
Saldanha OL, Pfeiffer K, Bodenstedt S, Kirchner M 等
2026 Jul
置信度 0.82
-
LLM-based exercise and health guidance creates a distinctive risk-management challenge: seemingly modest changes in product claims, target users, data inputs, personalization, automation, human oversight, or updates may move a tool from general wellness suppor…
pubmed
Pan K, Lin X, Huang S, Huang C
2026
置信度 0.82
-
Translating artificial intelligence (AI) research in orthopedics from proof-of-concept studies into production-grade clinical systems requires the systematic satisfaction of four prerequisite domains: interdisciplinary team architecture, technical data managem…
pubmed
Longo UG, Merone M, Schena E, Bandini B 等
2026 Jul
置信度 0.82
-
The aim of the present study was to improve the differential diagnosis accuracy of retinal diseases combining a transformer model to classify the biomarkers on OCT images and the large language model DeepSeek-V3.
pubmed
Konshina OV, Pershin AD, Kulyabin MK, Borisov VI
2026
置信度 0.82
-
The aim of the study was to analyze the influence of various pipelines for preprocessing raw functional magnetic resonance imaging (fMRI) data on the accuracy of classification of subjects into schizophrenia patients and healthy controls using machine learning…
pubmed
Poyda AA, Orlov VA, Zhemchuzhnikov AD, Kozlov SO 等
2026
置信度 0.82
-
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Abstract Background The integration of artificial intelligence (AI) and care robots into healthcare raises a central ethical question: what constitutes care, and how should it be delivered when machines perform caregiving tasks? Dominant AI ethics frameworks, …
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