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Transfer of learned dynamics between different surgical robots and operative configurations
PurposeUsing the da Vinci Research Kit (dVRK), we propose and experimentally demonstrate transfer learning (Xfer) of dynamics between different...
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Nutrition supplementation plus standard of care versus standard of care alone or standard of care plus unconditional cash transfer in the prevention of chronic malnutrition in Southern Angola: study protocol for the MuCCUA study, a cluster randomized controlled trial
BackgroundChronic malnutrition is a condition associated with negative impacts on physical and cognitive development. It is multi-causal and can...
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Pharmacotherapy of Generalized Myasthenia Gravis with Special Emphasis on Newer Biologicals
Myasthenia gravis (MG) is a chronic, fluctuating, antibody-mediated autoimmune disorder directed against the post-synaptic neuromuscular junctions of...
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Forecasting adverse surgical events using self-supervised transfer learning for physiological signals
Hundreds of millions of surgical procedures take place annually across the world, which generate a prevalent type of electronic health record (EHR)...
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A deep transfer learning approach for wearable sleep stage classification with photoplethysmography
Unobtrusive home sleep monitoring using wrist-worn wearable photoplethysmography (PPG) could open the way for better sleep disorder screening and...
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Multi-auxiliary domain transfer learning for diagnosis of MCI conversion
In the early stage of Alzheimer’s disease (AD), mild cognitive impairment (MCI) has a higher risk of progression to AD, so the prediction of whether...
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The optimal time for the initiation of in vitro fertilization and embryo transfer among women with atypical endometrial hyperplasia and endometrial carcinoma receiving fertility-sparing treatment
ObjectiveTo explore the optimal time for initiating in vitro fertilization and embryo transfer (IVF-ET) in women with complete remission after...
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Symptom-guided multimodal neuroimage fusion patterns in children with attention-deficit/hyperactivity disorder and its potential “brain structure–function-cognition–behavior” pathological pathways
The “brain-cognition-behavior” process is an important pathological pathway in children with attention-deficit/hyperactivity disorder (ADHD). Symptom...
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The serum oestradiol/progesterone ratio on the day of OPU + 7, but not the day of OPU + 5, affects the rates of live birth in fresh blastocyst embryo transfer cycles
BackgroundIn an in vitro fertilization (IVF) cycle, the embryo ends its wandering time and begins the process of implantation into the uterine cavity...
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A deep learning model for molecular label transfer that enables cancer cell identification from histopathology images
Deep-learning classification systems have the potential to improve cancer diagnosis. However, development of these computational approaches so far...
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Improving segmentation and classification of renal tumors in small sample 3D CT images using transfer learning with convolutional neural networks
PurposeComputed tomography (CT) images can display internal organs of patients and are particularly suitable for preoperative surgical diagnoses. The...
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Disturbances in microbial skin recolonization and cutaneous immune response following allogeneic stem cell transfer
The composition of the gut microbiome influences the clinical course after allogeneic hematopoietic stem cell transplantation (HSCT), but little is...
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Comprehensive overview of microRNA function in rheumatoid arthritis
MicroRNAs (miRNAs), a class of endogenous single-stranded short noncoding RNAs, have emerged as vital epigenetic regulators of both pathological and...
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Inferring patient transfer networks between healthcare facilities
Constructing accurate patient transfer networks between hospitals is critical for understanding the spread of healthcare associated infections...
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Transfer of FRozen Encapsulated multi-donor Stool filtrate for active ulcerative Colitis (FRESCO): study protocol for a prospective, multicenter, double-blind, randomized, controlled trial
BackgroundUlcerative colitis (UC) is a chronic inflammatory bowel disease with significant morbidity and mortality. Although the precise cause...
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Estimating the causal effect of embryo transfer day on clinical in vitro fertilization outcomes using propensity score matching
BackgroundFor women undergoing in vitro fertilization (IVF), the clinical benefit of embryo transfer at the blastocyst stage (Day 5) versus cleavage...
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Effect of Spinal Sagittal Alignment in Sitting Posture on Swallowing Function in Healthy Adult Women: A Cross-Sectional Study
Swallowing function is both directly and indirectly related to postures, such as head and cervical angle and body position. However, the effects of...
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Augmenting Transfer Learning with Feature Extraction Techniques for Limited Breast Imaging Datasets
Computer aided detection (CADe) and computer aided diagnostic (CADx) systems are ongoing research areas for identifying lesions among complex inner...
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Association between thyroid function and comorbid anxiety in first-episode and drug naïve patients with major depressive disorder
ObjectiveExisting studies have shown that thyroid dysfunction is associated with depression. However, its role in major depressive disorder (MDD)...
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Temporal contrast adaptation in the analysis of visual function in primary open-angle glaucoma
PurposeTo explore the utility of the recovery time (RT) after temporal contrast adaptation in primary open-angle glaucoma (POAG) visual function...
