Uncertainty-aware deep learning in healthcare: A scoping review. by Tyler J Loftus, Benjamin Shickel, Matthew M Ruppert, Jeremy A Balch, Tezcan Ozrazgat-Baslanti, Patrick J Tighe, Philip A Efron, William R Hogan, Parisa Rashidi, Gilbert R Upchurch, Azra Bihorac

“…Uncertainty estimation methods have the potential to identify rare but important misclassifications made by deep learning models and compare modeling methods, which could build patient and clinician trust in deep learning applications in healthcare. …”
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Creation of Text Vignettes Based on Patient-Reported Data to Facilitate a Better Understanding of the Patient Perspective: Design Study by Sofia Charlotte Kelly, Emilie Kauffeldt Wegener, Lars Kayser

“…ResultsClinicians and patients both understood and related to the text vignettes. …”
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Validation of the International Trauma Interview (ITI) among treatment-seeking people with adverse childhood experiences in South Korea by Hyunjung Choi, Hae Seong Lee, Neil P. Roberts

“…Background: The International Trauma Interview (ITI) is a clinician-administered assessment that has been newly developed for the International Classification of Diseases (ICD-11) diagnoses of posttraumatic stress disorder (PTSD) and complex PTSD (CPTSD).Objective: The current study evaluated the psychometric properties of the ITI for treatment-seeking people with adverse childhood experiences (ACE) in South Korea, with the aims of verifying the validity and reliability of ITI as well as examining the differentiation of ICD-11 CPTSD and borderline personality disorder (BPD).Methods: In total, data of 103 people were analysed. …”
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Severe Lipoatrophy in a Growth Hormone Deficient Toddler Girl Treated with a Non-Pegylated Long-Acting Growth Hormone by Atilla Büyükgebiz, And Demir

“…Individual reactions to drugs are always possible, and this highlights the need for clinician vigilance in monitoring and addressing adverse effects promptly during treatments with LAGH.…”
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Systematic review and meta-analysis of propranolol in the prevention and treatment of post-traumatic stress disorder by Haipeng Li, Zhengrong Zhang, Shaojie Yang, Guoqi Zhu

“…PTSD symptoms were assessed using standardized clinical scales, including the Clinician-Administered PTSD Scale (CAPS) and the PTSD Checklist (PCL). …”
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Emergence of Hepatitis B Virus Genotype F in Aligarh Region of North India by Hiba Sami, Meher Rizvi, Mohd Azam, Rathindra M. Mukherjee, Indu Shukla, M. R. Ajmal, Abida Malik

“…Knowledge about HBV genotypes can direct a clinician towards more informed management of HBV patients.…”
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Root Coverage for Single Deep Gingival Recessions: Outcomes Based on a Decision-Making Algorithm by João B. César Neto, Marília C. Cavalcanti, Ricardo T. Sekiguchi, Claudio M. Pannuti, Giuseppe A. Romito, Dimitris N. Tatakis

“…The proposed algorithm allows the clinician to select the appropriate surgical technique for treatment of single deep gingival recessions with good predictability.…”
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Image quality, contrast enhancement and radiation dose of electrocardiograph- versus non-electrocardiograph-triggered computed tomography angiography of the aorta by Ying Mei Wong, Ching Ching Ong, Chong Ri Liang, Choon Ann Tan, Lynette Li San Teo

“…This allows the requesting clinician and the radiologist to balance radiation risk and image quality. …”
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The Potential of Virtual Reality for Inducing Neuroplasticity in Children with Amblyopia by María B. Coco-Martin, David P. Piñero, Luis Leal-Vega, Carlos J. Hernández-Rodríguez, Joaquin Adiego, Ainhoa Molina-Martín, Dolores de Fez, Juan F. Arenillas

“…This combination of technologies allows the clinician to measure, treat, and control changes in interocular suppression, which is one of the factors leading to cortical alterations in amblyopia. …”
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Validity of a smartphone application for self-monitoring psychiatric symptoms in patients with schizophrenia by Sung-Wan Kim, Jae-Kyeong Kim, Min Jhon, Ju-Wan Kim, Seunghyong Ryu, Ju-Yeon Lee, Jae-Min Kim

“…Concurrent validity was determined by correlating app-based ratings with established self-report and clinician-administered scales, including the Eppendorf Schizophrenia Inventory, Hamilton Program for Schizophrenia Voices Questionnaire, Beck Depression Inventory, Generalized Anxiety Disorder-7, and Perceived Stress Scale. …”
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Detachable Lip and Cheek Plumper for Rehabilitation of Facial Disfigurement by Nada Fathalla Abdelbagi, Ibrahim Ahmed Ismail, Fadia Awadalkreem, Mohammed Nasser Alhajj

“…It describes a method where the clinician utilized a simple, noninvasive, and cost-effective technique to cut the weight of the obturator and to attain aesthetics, utilizing a detachable lip and cheek plumper. …”
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Exploring the relationship of body image with self-esteem, anxiety, and depression among female medical undergraduate students: A cross-sectional study from North India by Robin Victor, Rohit Gondwal, Priyaranjan Avinash, Bhumika Dhain, Rachit Singhania

“…Body image was assessed using a Body Image Questionnaire (BIQ), self-esteem was assessed using a Rosenberg’s self-esteem questionnaire, whereas anxiety and depression were assessed by a clinician using Hamilton’s Anxiety Rating Scale and Hamilton’s Depression Rating Scale. …”
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Maxillary Sinus Natural Killer/T-Cell Extranodal Lymphoma Mimicking a Dentoalveolar Abscess by Erika Antonia dos Anjos Ramos, Luciana Munhoz, Basílio Almeida Milani, Tomás Zecchini Barrese, Stephanie Kenig Viveiros, Emiko Saito Arita

“…This case is an example that the rare T-cell lymphoma can mimic an odontogenic lesion, thus puzzling the clinician. Fortunately, the rapid growth of the lesion prompted the correct diagnosis and early treatment.…”
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Development and validation of a deep learning system for detection of small bowel pathologies in capsule endoscopy: a pilot study in a Singapore institution by Bochao Jiang, Michael Dorosan, Justin Wen Hao Leong, Marcus Eng Hock Ong, Sean Shao Wei Lam, Tiing Leong Ang

“…The value of our work can be further evaluated in a pragmatic manner that is sensitive to existing clinician workflow and resource constraints.…”
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Methods to address functional unblinding of raters in CNS trials by Steven D. Targum, William P. Horan, Vicki G. Davis, Alan Breier, Stephen K. Brannan

“…Abstract Treatment-emergent adverse events (TEAEs) associated with the unique properties of a pharmaceutical product may functionally unblind clinician ratings, obscure true medication effects, and affect confidence about clinical trial results. …”
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Individual and Obstetric Risk Factors of Preeclampsia among Singleton Pregnancy in Hospitals of Southern Ethiopia by Kassahun Fikadu Tessema, Feleke Gebremeskel, Firdawek Getahun, Nega Chufamo, Direslgne Misker

“…To improve early detection and timely management of preeclampsia, the clinician should give attention to women who have no previous childbirth and whose close relatives had a history of chronic hypertension, as well as working on the protective factor is recommended.…”
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Teledermatology: From Prevention to Diagnosis of Nonmelanoma and Melanoma Skin Cancer by G. Fabbrocini, V. De Vita, F. Pastore, V. D'Arco, C. Mazzella, M. C. Annunziata, S. Cacciapuoti, M. C. Mauriello, A. Monfrecola

“…Further studies focusing on cost effectiveness, patient outcomes, and patient and clinician satisfaction will facilitate to delineate the potential of teledermatology as a mean of prevention and diagnosis of nonmelanoma and melanoma skin cancer.…”
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Design and validation of a new Healthcare Systems Usability Scale (HSUS) for clinical decision support systems: a mixed-methods approach by Peter J Watkinson, Abir Ghorayeb, Julie L Darbyshire, Marta W Wronikowska

“…These factors affect the quality of care and clinician’s ability to make informed and timely decisions when using CDSS. …”
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Digital Workflow for Indirect Bonding with 2D Lingual Brackets: A Case Report and Procedure Description by Federico Rosti, Maria Francesca Sfondrini, Davide Bressani, Marina Consuelo Vitale, Paola Gandini, Andrea Scribante

“…During orthodontic treatment, CAD/CAM technology could help clinicians. Computer-constructed transfer trays can reduce clinician error and improve the everyday workflow in the office.…”
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Normative Values of Isometric Shoulder Strength Among Healthy Adults by Helen Bradley, Lauren Pierpoint

“…Clinicians can have confidence that the uninvolved limb, if symptom free, can be used as an adequate benchmark for strength measures…”
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