Head and neck cancer treatment outcome priorities: A multi-perspective concept mapping study.

With the increasing focus on patient-centred care, this study sought to understand priorities considered by patients and healthcare providers from their experience with head and neck cancer treatment, and to compare how patients' priorities compare to healthcare providers' priorities. Group concept mapping was used to actively identify priorities from participants (patients and healthcare providers) in two phases. In phase one, participants brainstormed statements reflecting considerations related to their experience with head and neck cancer treatment. In phase two, statements were sorted based on their similarity in theme and rated in terms of their priority. Multidimensional scaling and cluster analysis were performed to produce multidimensional maps to visualize the findings. Two-hundred fifty statements were generated by participants in the brainstorming phase, finalized to 94 statements that were included in phase two. From the sorting activity, a two-dimensional map with stress value of 0.2213 was generated, and eight clusters were created to encompass all statements. Timely care, education, and person-centred care were the highest rated priorities for patients and healthcare providers. Overall, there was a strong correlation between patient and healthcare providers' ratings (r = 0.80). Our findings support the complexity of the treatment planning process in head and neck cancer, evident by the complex maps and highly interconnected statements related to the experience of treatment. Implications for improving the quality of care delivered and care experience of head and cancer are discussed.

A deep learning analysis of stroke onset time prediction and comparison to DWI-FLAIR mismatch.

INTRODUCTION: When time since stroke onset is unknown, DWI-FLAIR mismatch rating is an established technique for patient stratification. A visible DWI lesion without corresponding parenchymal hyperintensity on FLAIR suggests time since onset of under 4.5 h and thus a potential benefit from intravenous thrombolysis. To improve accuracy and availability of the mismatch concept, deep learning might be able to augment human rating and support decision-making in these cases. METHODS: We used unprocessed DWI and coregistered FLAIR imaging data to train a deep learning model to predict dichotomized time since ischemic stroke onset. We analyzed the performance of Group Convolutional Neural Networks compared to other deep learning methods. Unlabeled imaging data was used for pre-training. Prediction performance of the best deep learning model was compared to the performance of four independent junior and senior raters. Additionally, in cases deemed indeterminable by human raters, model ratings were used to augment human performance. Post-hoc gradient-based explanations were analyzed to gain insights into model predictions. RESULTS: Our best predictive model performed comparably to human raters. Using model ratings in cases deemed indeterminable by human raters improved rating accuracy and interrater agreement for junior and senior ratings. Post-hoc explainability analyses showed that the model localized stroke lesions to derive predictions. DISCUSSION: Our analysis shows that deep learning based clinical decision support has the potential to improve the accessibility of the DWI-FLAIR mismatch concept by supporting patient stratification.

Temporal Trends in Clinician-Assessed and Patient-Reported Swallowing Outcomes in Oropharyngeal Cancer Patients.

BACKGROUND: Dysphagia is a consequence of oropharyngeal squamous cell carcinoma (OPSCC) treatments and often results in a devastating reduction in quality of life (QoL; Nguyen et al., 2005; Pauloski, 2008). OBJECTIVES: This study aimed to report temporal trends in swallowing outcomes using the Modified Barium Swallow Impairment Profile (MBSImP) and the M.D. Anderson Dysphagia Inventory (MDADI) and to study the relationship between these two measures. METHOD: This was a retrospective review of clinical data collected in January 2013 to December 2017 from a tertiary care center. MBSImP PI scores and MDADI composite scores were collected pretreatment and 1, 6, and 12 months posttreatment. Data were analyzed in aggregate and stratified by treatment modality. To address the primary objective, descriptive statistics were used. To address the secondary objective, four Spearman tests were run between MBSImP PI and MDADI composite scores. RESULTS: A total of 123 OPSCC participants were included. With respect to trends, MBSImP PI scores worsened 1 month posttreatment and remained impaired at 6 and 12 months. For MDADI composite scores, patient reports worsened 1 month posttreatment and subsequently improved at 6 and 12 months. MBSImP PI and MDADI composite scores were weakly negatively correlated (i.e., in agreement) at the pre- and 12-month posttreatment appointments. CONCLUSIONS: Swallowing outcomes in OPSCC patients have distinct yet predictable trends for both clinician-assessed and patient-reported swallowing outcomes during the first year following cancer treatment. However, unlike previous findings, these two types of measures were in agreement at the pretreatment and 12 months posttreatment appointments.

Anatomical labeling of intracranial arteries with deep learning in patients with cerebrovascular disease.

Brain arteries are routinely imaged in the clinical setting by various modalities, e.g., time-of-flight magnetic resonance angiography (TOF-MRA). These imaging techniques have great potential for the diagnosis of cerebrovascular disease, disease progression, and response to treatment. Currently, however, only qualitative assessment is implemented in clinical applications, relying on visual inspection. While manual or semi-automated approaches for quantification exist, such solutions are impractical in the clinical setting as they are time-consuming, involve too many processing steps, and/or neglect image intensity information. In this study, we present a deep learning-based solution for the anatomical labeling of intracranial arteries that utilizes complete information from 3D TOF-MRA images. We adapted and trained a state-of-the-art multi-scale Unet architecture using imaging data of 242 patients with cerebrovascular disease to distinguish 24 arterial segments. The proposed model utilizes vessel-specific information as well as raw image intensity information, and can thus take tissue characteristics into account. Our method yielded a performance of 0.89 macro F1 and 0.90 balanced class accuracy (bAcc) in labeling aggregated segments and 0.80 macro F1 and 0.83 bAcc in labeling detailed arterial segments on average. In particular, a higher F1 score than 0.75 for most arteries of clinical interest for cerebrovascular disease was achieved, with higher than 0.90 F1 scores in the larger, main arteries. Due to minimal pre-processing, simple usability, and fast predictions, our method could be highly applicable in the clinical setting.

Clinician perspectives on the development of a web portal for remote monitoring of mHealth facilitated dysphagia home exercise: A qualitative study.

PURPOSE: Mobile health (mHealth) technologies for dysphagia management may allow patients to complete rehabilitation exercises from home and their clinicians to remotely monitor them. However, clinicians are rarely formally consulted in the early stages of ideation. This study aimed to determine necessary elements to be included in a clinician web portal that would allow for remote monitoring of patients completing dysphagia exercises using mHealth equipped with surface electromyography (sEMG). METHOD: Ten dysphagia clinicians were consulted individually using convergent interviewing. Interviews were transcribed and analysed using thematic analysis to identify themes and sub-themes. RESULT: Themes identified included: perceived benefits of an mHealth system; clinical uptake of an mHealth system; clinical targets desired; preferred communication method; notification style and frequency; and user interface considerations. There was no consensus regarding clinical targets to display, notification frequency, method of clinician-patient communication, or layout for the user interface. Agreement existed on the importance of the simplicity and customisability for the clinician web portal user interface. CONCLUSION: Lack of consensus on specific elements to be included in a clinician web portal could reflect low clinical exposure to sEMG. This study provides an example of formal end user feedback in the ideation phase of design.

Sternum-Sparing Left Ventricular Assist Device Insertion Reduces Perioperative Transfusions and Blood Loss: A Single-Centre Canadian Experience.

Background: Left ventricular assist devices (LVADs) improve survival and quality of life, as either destination therapy or a bridge to transplantation. Although less-invasive hemisternotomy approaches for LVAD implantation are well studied, only a paucity of data is available in the literature on sternum-sparing bilateral minithoracotomy (BMT). Our centre has one of Canada's most extensive experiences with the BMT approach. Herein, we compared LVAD implantation via BMT with patients who received full median sternotomy or hemisternotomy. Methods: A single-centre retrospective review of data from Foothills Medical Centre (Calgary, Canada) was performed. Patients underwent LVAD insertion from 2012 to 2019, receiving either BMT (n = 11) or sternotomy (full median sternotomy or upper hemisternotomy with left minithoracotomy; n = 38). Intraoperative and early postoperative outcomes were assessed. Results: Patients who received BMT had significantly fewer transfusions of red blood cells, fresh frozen plasma, and platelets. The BMT group had lower chest-tube output in the first 12 hours. No significant differences occurred in ventilation time, intensive care unit length of stay, mortality, stroke, or reoperation for bleeding. Conclusions: Outcomes suggest that sternum-sparing LVAD implantation is a feasible alternative to sternotomy, leading to less postoperative blood loss and transfusion in the early postoperative period. Less transfusion is particularly valuable in this patient population, to reduce antigen-related sensitization prior to transplantation. Additional study is needed to assess potential benefits related to right heart function, postoperative mobility, and re-entry for transplantation.

Introduction: Les dispositifs d'assistance ventriculaire gauche (DAVG) contribuent à améliorer la survie et la qualité de vie, soit en traitement définitif ou en attente d'une transplantation. Bien que des approches d'hémisternotomie moins invasives lors de l'implantation d'un DAVG font l'objet d'un bon nombre d'études, seules de rares données sont disponibles dans la littérature sur la minithoracotomie bilatérale (MTB) sans ouverture du sternum. Notre centre possède l'une des expériences les plus approfondies au Canada de l'approche par MTB. Dans le présent article, nous avons comparé l'implantation du DAVG par MTB chez les patients qui avaient subi une sternotomie médiane complète ou une hémisternotomie. Méthodes: Nous avons réalisé une revue rétrospective unicentrique des données du Foothills Medical Centre (Calgary, Canada). Les patients avaient subi l'insertion d'un DAVG de 2012 à 2019, soit par MTB (n = 11) ou par sternotomie (sternotomie médiane complète ou hémisternotomie supérieure associée à une minithoracotomie gauche ; n = 38). Nous avons évalué les résultats peropératoires et postopératoires précoces. Résultats: Les patients qui avaient subi une MTB avaient eu significativement moins de transfusions de globules rouges, de plasma frais congelé et de plaquettes. Le groupe de MTB avait un plus faible débit du drain thoracique dans les 12 premières heures. Aucune différence significative dans la durée de ventilation, la durée du séjour aux soins intensifs, la mortalité, l'accident vasculaire cérébral ou la réopération en raison d'un saignement n'a été observée. Conclusions: Les résultats montrent que l'implantation de DAVG sans ouverture du sternum est une alternative à la sternotomie, qui entraîne moins de pertes de sang postopératoires et de transfusions en phase postopératoire précoce. Un moins grand nombre de transfusions est particulièrement important au sein de cette population de patients afin de réduire la sensibilisation aux antigènes avant la transplantation. D'autres études sont nécessaires pour évaluer les avantages potentiels liés à la fonction du cœur droit, la mobilité après l'opération et la réadmission pour une transplantation.

Adherence to Home-Based Swallowing Therapy Using a Mobile System in Head and Neck Cancer Survivors.

Purpose A large knowledge gap related to dysphagia treatment adherence was identified by a recent systematic review: Few existing studies report on adherence, and current adherence tracking relies heavily on patient self-report. This study aimed to report weekly adherence and dysphagia-specific quality of life following home-based swallowing therapy in head and neck cancer (HNC). Method This was a quasi-experimental pretest-posttest design. Patients who were at least 3 months post-HNC treatment were enrolled in swallowing therapy using a mobile health (mHealth) swallowing system equipped with surface electromyography (sEMG) biofeedback. Participants completed a home dysphagia exercise program across 6 weeks, with a target of 72 swallows per day split between three different exercise types. Adherence was calculated as percent trials completed of trials prescribed. The M. D. Anderson Dysphagia Inventory (MDADI) was administered before and after therapy. Results Twenty participants (75% male), with an average age of 61.9 years (SD = 8.5), completed the study. The majority had surgery ± adjuvant (chemo)radiation therapy for oral (10%), oropharyngeal (80%), or other (10%) cancers. Using an intention-to-treat analysis, adherence to the exercise regimen remained high from 84% in Week 1 to 72% in Week 6. Radiation therapy, time since cancer treatment, medical difficulties, and technical difficulties were all found to be predictive of poorer adherence at Week 6. A statistically significant improvement was found for composite, emotional, and physical MDADI subscales. Conclusions When using an mHealth system with sEMG biofeedback, adherence rates to home-based swallowing exercise remained at or above 72% over a 6-week treatment period. Dysphagia-specific quality of life improved following this 6-week treatment program.

Associations Between Voice and Gestural Characteristics of Transgender Women and Self-Rated Femininity, Satisfaction, and Quality of Life.

Purpose Client-based subjective ratings of treatment and outcomes are becoming increasingly important as speech-language pathologists embrace client-centered care practices. Of particular interest is the value in understanding how these ratings are related to aspects of gender-affirming voice and communication training programs for transgender and gender-diverse individuals. The purpose of this observational study was to explore relationships between acoustic and gestural communication variables and communicator-rated subjective measures of femininity, communication satisfaction, and quality of life (QoL) among transfeminine communicators. Method Twelve acoustic and gestural variables were measured from high-fidelity audio and motion capture recordings of transgender women (n = 20) retelling the story of a short cartoon. The participants also completed a set of subjective ratings using a series of Likert-type rating scales, a generic QoL questionnaire, and a population-specific voice-related QoL questionnaire. Correlational analyses were used to identify relationships between the communication measures and subjective ratings. Results A significant negative relationship was identified between the use of palm-up hand gestures and self-rated satisfaction with overall communication. The acoustic variable of average semitone range was positively correlated with overall QoL. No acoustic measures were significantly correlated with voice-related QoL, and unlike previous studies, speaking fundamental frequency was not associated with any of the subjective ratings. Conclusions The results from this study suggest that voice characteristics may have limited association with communicator-rated subjective measures of communication satisfaction or QoL for this population. Results also provide preliminary evidence for the importance of nonverbal communication targets in gender-affirming voice and communication training programs.

Prehabilitation in head and neck cancer patients: a literature review.

BACKGROUND: Dysphagia is one consequence of head and neck cancer that has a significant impact on quality of life for head and neck cancer survivors. While survival rates continue to improve, focus has shifted to maximizing long-term function, with prevention or prehabilitation programs becoming more common. Prehabilitation programs typically include an exercise regime that specifies the exercise type, the number of repetitions to complete per set, the number of sets of each exercise to complete per day, as well as the length of the treatment block. Ideally, exercise programs are designed with principles of neuromuscular plasticity in mind. METHODS: Twenty-nine original research articles published between 2006 and 2020 were included in this state-of-the-art review and examined for program timing and details. RESULTS: Two definitions for prehabilitation were noted: one third of the studies defined prehabilitation as preventative exercises prior to the start of acute cancer treatment; the remaining two thirds defined prehabilitation as treatment concurrent prehabilitation. Exercises prescribed ranged from general stretching and range of motion exercises, to trismus and swallowing specific exercises. The most common swallowing specific exercise was the Mendelsohn's maneuver, followed by the effortful swallow, Shaker, and Masako maneuver. The most common dose was 10 repetitions of an exercise, three times per day for the duration of radiation therapy. The most common measures were questionnaires, followed by g-tube dependence, mouth opening, and MBS reports. CONCLUSION: This review of the literature has shed light on the variability of prehabilitation timing, exercise type, dose, duration of treatment, and outcomes associated with prehabilitation, making the selection of an optimal prehabilitation program difficult at this time.

Mastication in maxillectomy patients: A comparison between reconstructed maxillae and implant supported obturators: A cross-sectional study.

OBJECTIVE: The aim of this study was to compare masticatory performance and patient reported eating ability of maxillectomy patients with implant-supported obturators and patients with surgically reconstructed maxillae. METHODS: This cross-sectional study was conducted at the University of Alberta, Edmonton, Canada and at Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands. Eleven surgically reconstructed maxillectomy patients have been included at University of Alberta and nine implant-supported obturator patients at MUMC+. The mixing ability test (MAT) was used to measure masticatory performance. In addition, the oral health related quality of life (OHRQoL) was measured with shortened versions of the oral health impact profile (OHIP) questionnaire. Values of the implant-supported obturator group versus the surgical reconstruction group were compared with independent t-tests in case of normal distribution, otherwise the Mann-Whitney U test was applied. RESULTS: Patients with reconstructed maxillae and patients with implant-supported obturator prostheses had similar mean mixing ability indices (18.20 ± 2.38 resp. 18.66 ± 1.37; P = .614). The seven OHRQoL questions also showed no differences in masticatory ability between the two groups. CONCLUSION: With caution, the results of this study seem to confirm earlier results that implant-supported obturation is a good alternative to surgical reconstruction for all Class II maxillary defects. With both techniques, the masticatory performance is sufficiently restored, with careful planning being highly desirable.

Contributions of Voice and Nonverbal Communication to Perceived Masculinity-Femininity for Cisgender and Transgender Communicators.

Purpose The purpose of this study was twofold: (a) to identify a set of communication-based predictors (including both acoustic and gestural variables) of masculinity-femininity ratings and (b) to explore differences in ratings between audio and audiovisual presentation modes for transgender and cisgender communicators. Method The voices and gestures of a group of cisgender men and women (n = 10 of each) and transgender women (n = 20) communicators were recorded while they recounted the story of a cartoon using acoustic and motion capture recording systems. A total of 17 acoustic and gestural variables were measured from these recordings. A group of observers (n = 20) rated each communicator's masculinity-femininity based on 30- to 45-s samples of the cartoon description presented in three modes: audio, visual, and audio visual. Visual and audiovisual stimuli contained point light displays standardized for size. Ratings were made using a direct magnitude estimation scale without modulus. Communication-based predictors of masculinity-femininity ratings were identified using multiple regression, and analysis of variance was used to determine the effect of presentation mode on perceptual ratings. Results Fundamental frequency, average vowel formant, and sound pressure level were identified as significant predictors of masculinity-femininity ratings for these communicators. Communicators were rated significantly more feminine in the audio than the audiovisual mode and unreliably in the visual-only mode. Conclusions Both study purposes were met. Results support continued emphasis on fundamental frequency and vocal tract resonance in voice and communication modification training with transgender individuals and provide evidence for the potential benefit of modifying sound pressure level, especially when a masculine presentation is desired.

A pilot study of masticatory function after maxillectomy comparing rehabilitation with an obturator prosthesis and reconstruction with a digitally planned, prefabricated, free, vascularized fibula flap.

STATEMENT OF PROBLEM: Oral rehabilitation after maxillectomy can be performed by prosthetic obturation or with a free fibula flap. Successful prosthetic obturation of large maxillectomy defects can be difficult, and masticatory function is at risk in these patients. Surgical reconstruction might provide adequate masticatory function, but the literature is lacking evidence regarding this topic. PURPOSE: The purpose of this pilot clinical study was to assess masticatory functions and health-related quality of life (HR-QoL) outcomes in patients after maxillectomy reconstructed by using the Rohner or the Alberta Reconstructive Technique and to compare outcomes with patients rehabilitated with an obturator prosthesis. MATERIAL AND METHODS: Mixing ability, maximum occlusal force, maximum mouth opening, and HR-QoL were assessed. Differences between the 2 groups were analyzed by using the Kruskal-Wallis tests for continuous variables and chi-squared tests for categorical variables. RESULTS: The reconstructed patients (n=11) showed better mixing ability, occlusal force (nonoperated side), and overall mean HR-QoL. The nonreconstructed group (n=13) did not differ from the reconstructed groups in terms of maximum mouth opening, overall mean occlusal force, occlusal force on the operated side, and most HR-QoL questionnaire domains. CONCLUSIONS: Maxillary reconstruction might be beneficial for masticatory performance in patients undergoing maxillectomy. A larger study is justified to support the possible benefit of the reconstruction of maxillary defects regarding mixing ability, occlusal force (nonoperated side), and HR-QoL.

Acoustic Predictors of Gender Attribution, Masculinity-Femininity, and Vocal Naturalness Ratings Amongst Transgender and Cisgender Speakers.

PURPOSE: This study aimed to identify the most salient set of acoustic predictors of (1) gender attribution; (2) perceived masculinity-femininity; and (3) perceived vocal naturalness amongst a group of transgender and cisgender speakers to inform voice and communication feminization training programs. This study used a unique set of acoustic variables and included a third, androgynous, choice for gender attribution ratings. METHOD: Data were collected across two phases and involved two separate groups of participants: communicators and raters. In the first phase, audio recordings were captured of communicators (n = 40) during cartoon retell, sustained vowel, and carrier phrase tasks. Acoustic measures were obtained from these recordings. In the second phase, raters (n = 20) provided ratings of gender attribution, perceived masculinity-femininity, and vocal naturalness based on a sample of the cartoon description recording. RESULTS: Results of a multinomial logistic regression analysis identified mean fundamental frequency (fo) as the sole acoustic measure that changed the odds of being attributed as a woman or ambiguous in gender rather than as a man. Multiple linear regression analyses identified mean fo, average formant frequency of /i/, and mean sound pressure level as predictors of masculinity-femininity ratings and mean fo, average formant frequency, and rate of speech as predictors of vocal naturalness ratings. CONCLUSION: The results of this study support the continued targeting of fo and vocal tract resonance in voice and communication feminization/masculinization training programs and provide preliminary evidence for more emphasis being placed on vocal intensity and rate of speech. Modification of these voice parameters may help clients to achieve a natural-sounding voice that satisfactorily represents their affirmed gender.

Functional Outcomes and Quality of Life After Segmental Mandibulectomy and Reconstruction with a Reconstruction Plate or Bone Graft Compared to a Digitally Planned Fibula Free Flap.

PURPOSE: To compare oral function and health-related quality of life (HRQoL) in patients reconstructed with either a reconstruction plate or a free vascularized bone flap with or without 3D planning. MATERIALS AND METHODS: Patients from the Institute for Reconstructive Sciences in Medicine, University Medical Center Utrecht, and Radboud University Medical Center were included. This cross-sectional study assessed objective masticatory performance with the mixing ability test (mixing ability index [MAI]), maximum bite force, maximum mouth opening, and HRQoL. Differences between groups were analyzed using analysis of variance or Kruskal-Wallis test for continuous variables and chi-square test for categorical variables. RESULTS: Six patients with digitally planned resections and reconstructions were included. For comparison, five patients treated with freehand bone reconstruction and four patients treated with plate reconstruction were also included. Mixing ability was superior in 3D-planned reconstructions (MAI: 20.7 ± 6.7) compared to plate reconstructions (MAI: 30.0 ± 0.1, P = .017) and freehand reconstructions (MAI: 29.5 ± 1.1, P = .017). Maximum mouth opening, bite force, and HRQoL differences did not reach statistical significance. CONCLUSION: This study indicated a possible benefit to masticatory performance of adequate surgical planning for one-phase reconstruction using 3D technology. A larger prospective study is necessary to gain more evidence regarding this finding.

Beavertail modification of the radial forearm free flap in total oral glossectomy reconstruction: Technique and functional outcomes.

OBJECTIVE: The total oral tongue (anterior 2/3 glossectomy) defect is seldom addressed in the literature. This is the first series to describe a consistent technique for its reconstruction. The aim of the study is to describe the use of the beavertail modified radial forearm free flap (BTRFFF) to reconstruct a total oral tongue defect and the functional and quality of life outcomes associated with it. STUDY DESIGN: Retrospective review of prospectively collected data from 2000 to 2010. METHODS: All patients at the University of Alberta undergoing head and neck free flap surgery are enrolled in a prospective functional outcomes program. Pre-operatively and at set post-operative time points patients complete videofluoroscopic swallowing studies (VFSS), speech evaluations and quality of life questionnaires (EORTC H&N-35). Peri-operative outcomes were also measured. RESULTS: 17 consecutive patients were included. All were gastrostomy tube free at 12 months post-operatively and tolerating a full soft diet with aspiration scores of 0. Swallowing transit times increased by a mean of 0.4 s (p = 0.32). Speech intelligibility remained high with mean sentence intelligibility at 75% and single word intelligibility at 62%. Quality of life scores returned to baseline and remained satisfactory. Complications related to the BTRFFF were limited to scarring. CONCLUSIONS: The BTRFFF provides a robust reconstructive option for the total oral tongue defect with excellent long term functional outcomes and quality of life.

A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease.

Brain vessel status is a promising biomarker for better prevention and treatment in cerebrovascular disease. However, classic rule-based vessel segmentation algorithms need to be hand-crafted and are insufficiently validated. A specialized deep learning method-the U-net-is a promising alternative. Using labeled data from 66 patients with cerebrovascular disease, the U-net framework was optimized and evaluated with three metrics: Dice coefficient, 95% Hausdorff distance (95HD) and average Hausdorff distance (AVD). The model performance was compared with the traditional segmentation method of graph-cuts. Training and reconstruction was performed using 2D patches. A full and a reduced architecture with less parameters were trained. We performed both quantitative and qualitative analyses. The U-net models yielded high performance for both the full and the reduced architecture: A Dice value of ~0.88, a 95HD of ~47 voxels and an AVD of ~0.4 voxels. The visual analysis revealed excellent performance in large vessels and sufficient performance in small vessels. Pathologies like cortical laminar necrosis and a rete mirabile led to limited segmentation performance in few patients. The U-net outperfomed the traditional graph-cuts method (Dice ~0.76, 95HD ~59, AVD ~1.97). Our work highly encourages the development of clinically applicable segmentation tools based on deep learning. Future works should focus on improved segmentation of small vessels and methodologies to deal with specific pathologies.

Usability testing of an mHealth device for swallowing therapy in head and neck cancer survivors.

The objective of this study was to conduct the first patient usability testing of a mobile health (mHealth) system for in-home swallowing therapy. Five participants with a history of head and neck cancer evaluated the mHealth system. After completing an in-application (app) tutorial with the clinician, participants were asked to independently complete five tasks: pair the device to the smartphone, place the device correctly, exercise, interpret progress displays, and close the system. Quantitative and qualitative methods were used to evaluate the effectiveness, efficiency, and satisfaction with the system. Critical changes to the app were found in three of the tasks, resulting in recommendations for the next iteration. These issues were related to ease of Bluetooth pairing, placement of device, and interpretation of statistics. Usability testing with patients identified issues that were essential to address prior to implementing the mHealth system in subsequent clinical trials. Of the usability methods used, video observation (synced screen capture with videoed gestures) revealed the most information.

Two-Layered and Stretchable e-Textile Patches for Wearable Healthcare Electronics.

Wearable healthcare systems require skin-adhering electrodes that allow maximal comfort for patients as well as an electronics system to enable signal processing and transmittance. Textile-based electronics, known as "e-textiles," is a platform technology that allows comfort for patients. Here, two-layered e-textile patches are designed by controlled permeation of Ag-particle/fluoropolymer composite ink into a porous textile. The permeated ink forms a cladding onto the nanofibers in the textile substrate, which is beneficial for mechanical and electrical properties of the e-textile. The printed e-textile features conductivity of ≈3200 S cm-1 , whereas 1000 cycles of 30% uniaxial stretching causes the resistance to increase only by a factor of ≈5, which is acceptable in many applications. Controlling over the penetration depth enables a two-layer design of the e-textile, where the sensing electrodes and the conducting traces are printed in the opposite sides of the substrate. The formation of vertical interconnected access is remarkably simple as an injection from a syringe. With the custom-developed electronic circuits, a surface electromyography system with wireless data transmission is demonstrated. Furthermore, the dry e-textile patch collects electroencephalography with comparable signal quality to commercial gel electrodes. It is anticipated that the two-layered e-textiles will be effective in healthcare and sports applications.

Functional outcomes assessment following free muscle transfer for dynamic reconstruction of facial paralysis: A literature review.

Facial reanimation provides patients affected by chronic facial paralysis a chance to regain basic human functions such as emotional expression, verbal communication, and oral competence for eating and swallowing, but there is still no consensus as to the best way to measure surgical outcomes. We performed a literature review to investigate the different functional outcomes that surgeons use to evaluate facial function after reanimation surgery, focusing on outcomes other than facial expressions such as speech, oral competence, and patient quality of life/satisfaction. A total of 37 articles were reviewed, with the majority reporting outcomes through subjective facial expression ratings and only 15 dealing with other functional outcomes. In particular, outcomes related to oral competence and speech were reported inconsistently. Facial reanimation patients would benefit from a unified movement to create and validate through consensus, an outcomes reporting system incorporating not only facial expression, but also oral competence, speech, and patient-reported quality of life, to enable global patient assessment.

Top 10 research priorities in head and neck cancer: Results of an Alberta priority setting partnership of patients, caregivers, family members, and clinicians.

BACKGROUND: The epidemiology, etiology, and management of head and neck cancer are evolving. Understanding the perspectives and priorities of nonresearchers regarding treatment uncertainties is important to inform future research. METHODS: Using the James Lind Alliance approach, patients, caregivers, and clinicians responded to a survey regarding their unanswered questions about treating and managing head and neck cancer. Distinct uncertainties were extracted from responses and sorted into themes. Uncertainties already answered in the literature were removed. Those remaining were ranked by patients and clinicians to develop a short list of priorities, which were discussed at a workshop and reduced to the top 10. RESULTS: One hundred sixty-one respondents posed 818 uncertainties, culminating in 77 for interim ranking and 27 for discussion at a workshop. Participants reached consensus on the top 10, which included questions on prevention, screening, treatment, and quality of life. CONCLUSION: Nonresearchers can effectively collaborate to establish priorities for future research in head and neck cancer.