799 results on '"David, Watkins"'
Search Results
2. Scaling-up and scaling-out the Systems Analysis and Improvement Approach to optimize the hypertension diagnosis and care cascade for HIV infected individuals (SCALE SAIA-HTN): a stepped-wedge cluster randomized trial
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Carmen E. Hazim, Igor Dobe, Stephen Pope, Kristjana H. Ásbjörnsdóttir, Orvalho Augusto, Fernando Pereira Bruno, Sergio Chicumbe, Norberto Lumbandali, Inocêncio Mate, Elso Ofumhan, Sam Patel, Riaze Rafik, Kenneth Sherr, Veronica Tonwe, Onei Uetela, David Watkins, Sarah Gimbel, and Ana O. Mocumbi
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Systems analysis and improvement approach (SAIA) ,Hypertension ,HIV ,Service integration ,RE-AIM ,CFIR ,Medicine (General) ,R5-920 - Abstract
Abstract Background Undiagnosed and untreated hypertension is a main driver of cardiovascular disease and disproportionately affects persons living with HIV (PLHIV) in low- and middle-income countries. Across sub-Saharan Africa, guideline application to screen and manage hypertension among PLHIV is inconsistent due to poor service readiness, low health worker motivation, and limited integration of hypertension screening and management within HIV care services. In Mozambique, where the adult HIV prevalence is over 13%, an estimated 39% of adults have hypertension. As the only scaled chronic care service in the county, the HIV treatment platform presents an opportunity to standardize and scale hypertension care services. Low-cost, multi-component systems-level strategies such as the Systems Analysis and Improvement Approach (SAIA) have been found effective at integrating hypertension and HIV services to improve the effectiveness of hypertension care delivery for PLHIV, reduce drop-offs in care, and improve service quality. To build off lessons learned from a recently completed cluster randomized trial (SAIA-HTN) and establish a robust evidence base on the effectiveness of SAIA at scale, we evaluated a scaled-delivery model of SAIA (SCALE SAIA-HTN) using existing district health management structures to facilitate SAIA across six districts of Maputo Province, Mozambique. Methods This study employs a stepped-wedge design with randomization at the district level. The SAIA strategy will be “scaled up” with delivery by district health supervisors (rather than research staff) and will be “scaled out” via expansion to Southern Mozambique, to 18 facilities across six districts in Maputo Province. SCALE SAIA-HTN will be introduced over three, 9-month waves of intensive intervention, where technical support will be provided to facilities and district managers by study team members from the Mozambican National Institute of Health. Our evaluation of SCALE SAIA-HTN will be guided by the RE-AIM framework and will seek to estimate the budget impact from the payer’s perspective. Discussion SAIA packages user-friendly systems engineering tools to support decision-making by frontline health workers and to identify low-cost, contextually relevant improvement strategies. By integrating SAIA delivery into routine management structures, this pragmatic trial will determine an effective strategy for national scale-up and inform program planning. Trial registration ClinicalTrials.gov NCT05002322 (registered 02/15/2023).
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- 2024
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3. The economic costs of orthopaedic services: a health system cost analysis of tertiary hospitals in a low-income country
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Pakwanja Twea, David Watkins, Ole Frithjof Norheim, Boston Munthali, Sven Young, Levison Chiwaula, Gerald Manthalu, Dominic Nkhoma, and Peter Hangoma
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Orthopaedic trauma ,Traumatic injuries ,Time driven activity based costing ,Top-down approach ,Tertiary level hospitals ,Medicine (General) ,R5-920 - Abstract
Abstract Background Traumatic injuries are rising globally, disproportionately affecting low- and middle-income countries, constituting 88% of the burden of surgically treatable conditions. While contributing to the highest burden, LMICs also have the least availability of resources to address this growing burden effectively. Studies on the cost-of-service provision in these settings have concentrated on the most common traumatic injuries, leaving an evidence gap on other traumatic injuries. This study aimed to address the gap in understanding the cost of orthopaedic services in low-income settings by conducting a comprehensive costing analysis in two tertiary-level hospitals in Malawi. Methods We used a mixed costing methodology, utilising both Top-Down and Time-Driven Activity-Based Costing approaches. Data on resource utilisation, personnel costs, medicines, supplies, capital costs, laboratory costs, radiology service costs, and overhead costs were collected for one year, from July 2021 to June 2022. We conducted a retrospective review of all the available patient files for the period under review. Assumptions on the intensity of service use were based on utilisation patterns observed in patient records. All costs were expressed in 2021 United States Dollars. Results We conducted a review of 2,372 patient files, 72% of which were male. The median length of stay for all patients was 9.5 days (8–11). The mean weighted cost of treatment across the entire pathway varied, ranging from $195 ($136—$235) for Supracondylar Fractures to $711 ($389—$931) for Proximal Ulna Fractures. The main cost components were personnel (30%) and medicines and supplies (23%). Within diagnosis-specific costs, the length of stay was the most significant cost driver, contributing to the substantial disparity in treatment costs between the two hospitals. Conclusion This study underscores the critical role of orthopaedic care in LMICs and the need for context-specific cost data. It highlights the variation in cost drivers and resource utilisation patterns between hospitals, emphasising the importance of tailored healthcare planning and resource allocation approaches. Understanding the costs of surgical interventions in LMICs can inform policy decisions and improve access to essential orthopaedic services, potentially reducing the disease burden associated with trauma-related injuries. We recommend that future studies focus on evaluating the cost-effectiveness of orthopaedic interventions, particularly those that have not been analysed within the existing literature.
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- 2024
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4. Efficient Graph Field Integrators Meet Point Clouds.
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Krzysztof Marcin Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Deepali Jain, Tamás Sarlós, Snigdha Chaturvedi, and Adrian Weller
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- 2023
5. Theia: Distilling Diverse Vision Foundation Models for Robot Learning.
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Jinghuan Shang, Karl Schmeckpeper, Brandon B. May, Maria Vittoria Minniti, Tarik Kelestemur, David Watkins, and Laura Herlant
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- 2024
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6. Correction: The economic costs of orthopaedic services: a health system cost analysis of tertiary hospitals in a low-income country
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Pakwanja Twea, David Watkins, Ole Frithjof Norheim, Boston Munthali, Sven Young, Levison Chiwaula, Gerald Manthalu, Dominic Nkhoma, and Peter Hangoma
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Medicine (General) ,R5-920 - Published
- 2024
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7. User‐Centered Design to Develop Automated Short Message Service Messaging for Patient Support of Rheumatic Heart Disease Secondary Antibiotic Prophylaxis
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Ndate Fall, Francis Odong, Jenipher Thembo, Jafesi Pulle, Jacob Hoekzema, Joselyn Rwebembera, Sarah de Loizaga, Doreen Nakagaayi, Neema Minja, Allison Webel, David Watkins, and Andrea Beaton
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outcomes ,rheumatic heart disease ,secondary antibiotic prophylaxis ,short message service ,use‐centered design ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background The Active Community Case Management Platform is a cloud‐based technology developed to facilitate rheumatic heart disease case management by health care providers. This study aimed to design and pilot an automated short message service (SMS) intervention to support secondary prophylaxis adherence. Methods and Results We developed a concise library of messages to support secondary antibiotic prophylaxis. The SMS intervention used TextIT, an interface that enables users to send out interactive SMS messages at scale. The message bank was piloted in a cohort of 50 patients with rheumatic heart disease randomized into 2 groups. Group 1 received standard support (nurse‐led/Active Community Case Management Platform). Group 2 received standard support plus SMS intervention for 2 months in the Lira and Gulu districts of Northern Uganda. We collected qualitative data on participants' experiences and assessed treatment adherence. Using a sequential user‐centered process consisting of 4 phases (phases 1–4), we developed a message bank (n=43) deployed during our pilot study. There were no between‐group differences in treatment adherence or acceptance. Interviews of participants indicated that the intervention was viewed positively. A total of 75% of SMS recipients responded to the messages, and 25% called the study staff to acknowledge receipt of text messages. Conclusions This study has successfully developed a bank of SMS messages to support secondary antibiotic prophylaxis adherence. We have demonstrated the feasibility and acceptability of SMS technology in rheumatic heart disease care management. Future work will include integrating automated SMS into the Active Community Case Management Platform and a larger study of integrated SMS to reduce health care worker burden for patient support and improve adherence to secondary antibiotic prophylaxis.
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- 2024
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8. P011: Variant interpretation in functionally defined patients: Lessons from methionine synthase deficiency (cblG)
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David Rosenblatt, Caitlin Zacharias, Kyana Arbabian, David Watkins, Jean-Baptiste Riviere, Brian Gilfix, and Krithika Ragupathi
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Genetics ,QH426-470 ,Medicine - Published
- 2024
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9. Health and economic burden of insufficient physical activity in Saudi Arabia.
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Saleh A Alqahtani, Reem AlAhmed, Mariam M Hamza, Saleh A Alessy, Ada Alqunaibet, Amal AlGhammas, David Watkins, William Msemburi, Fadiah Alkhattabi, Sarah Pickersgill, Severin Rakic, Reem F Alsukait, Christopher H Herbst, and Hazzaa M Al-Hazzaa
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Medicine ,Science - Abstract
BackgroundInsufficient physical activity (PA) was estimated to cause 4.8% of deaths and 2.6% of disability-adjusted life-years (DALYs) due to noncommunicable diseases in Saudi Arabia in 2019. While Saudi Arabia is already achieving great improvements, we predict the health and economic burden of insufficient PA up to 2040 to present a case for policy makers to invest more in the uptake of PA.MethodsUsing a population health model to estimate avoidable health loss, we identified four causes of health loss related to low PA (cardiovascular diseases, diabetes, breast cancer, and colorectal cancer) and estimated the deaths and DALYs from these causes. We projected the expected disease burden until 2040 under alternative assumptions about future PA levels and trends by using three health scenarios: baseline (no change in 2019 PA levels), intervention (81% of the population achieving sufficient PA levels), and ideal (65% of population: moderate PA, 30%: high PA, and 5%: inactive). We applied an "intrinsic value" approach to estimate the economic impact of each scenario.ResultsOverall, we estimate that between 2023 and 2040, about 80,000 to 110,000 deaths from all causes and 2.0 million to 2.9 million DALYs could be avoided by increasing PA levels in Saudi Arabia. The average annual economic loss from insufficient PA is valued at 0.49% to 0.68% of the current gross domestic product, with an average of US$5.4 billion to US$7.6 billion annually till 2040. The most avoidable disease burden and economic losses are expected among males and because of ischemic heart disease.ConclusionsThis study highlights that low PA levels will have considerable health and economic impacts in Saudi Arabia if people remain inactive and do not start following interventions. There is an urgent need to develop innovative programs and policies to encourage PA among all age and sex groups.
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- 2024
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10. Impact of pharmacogenomic DPYD variant guided dosing on toxicity in patients receiving fluoropyrimidines for gastrointestinal cancers in a high-volume tertiary centre
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David K. Lau, Caroline Fong, Faten Arouri, Lillian Cortez, Hannah Katifi, Reyes Gonzalez-Exposito, Muhammad Bilal Razzaq, Su Li, Aislinn Macklin-Doherty, Monica Arenas Hernandez, Michael Hubank, Charlotte Fribbens, David Watkins, Sheela Rao, Ian Chau, David Cunningham, and Naureen Starling
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DPYD ,Dihydropyrimidine dehydrogenase ,Capecitabine ,5-fluorouracil ,Pharmacogenomics ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Dihydropyrimidine dehydrogenase (DPD) is a key enzyme in the metabolism of fluoropyrimidines. Variations in the encoding DPYD gene are associated with severe fluoropyrimidine toxicity and up-front dose reductions are recommended. We conducted a retrospective study to evaluate the impact of implementing DPYD variant testing for patients with gastrointestinal cancers in routine clinical practice in a high volume cancer centre in London, United Kingdom. Methods Patients receiving fluoropyrimidine chemotherapy for gastrointestinal cancer prior to, and following the implementation of DPYD testing were identified retrospectively. After November 2018, patients were tested for DPYD variants c.1905+1G>A (DPYD*2A), c.2846A>T (DPYD rs67376798), c.1679T>G (DPYD*13), c.1236G>A (DPYD rs56038477), c.1601G>A (DPYD*4) prior to commencing fluoropyrimidines alone or in combination with other cytotoxics and/or radiotherapy. Patients with a DPYD heterozygous variant received an initial dose reduction of 25–50%. Toxicity by CTCAE v4.03 criteria was compared between DPYD heterozygous variant and wild type carriers. Results Between 1st December 2018 and 31st July 2019, 370 patients who were fluoropyrimidine naïve underwent a DPYD genotyping test prior to receiving a capecitabine (n = 236, 63.8%) or 5FU (n = 134, 36.2%) containing chemotherapy regimen. 33 patients (8.8%) were heterozygous DPYD variant carriers and 337 (91.2%) were wild type. The most prevalent variants were c.1601G > A (n = 16) and c.1236G > A (n = 9). Mean relative dose intensity for the first dose was 54.2% (range 37.5–75%) for DPYD heterozygous carriers and 93.2% (42.9–100%) for DPYD wild type carriers. Overall grade 3 or worse toxicity was similar in DPYD variant carriers (4/33, 12.1%) as compared to wild-type carriers (89/337, 25.7%; P = 0.0924). Conclusions Our study demonstrates successful routine DPYD mutation testing prior to the initiation of fluoropyrimidine chemotherapy with high uptake. In patients with DPYD heterozygous variants with pre-emptive dose reductions, high incidence of severe toxicity was not observed. Our data supports routine DPYD genotype testing prior to commencement of fluoropyrimidine chemotherapy.
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- 2023
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11. Research priorities for the secondary prevention and management of acute rheumatic fever and rheumatic heart disease: a National Heart, Lung, and Blood Institute workshop report
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Nona Sotoodehnia, Emmy Okello, Andrea Beaton, Ganesan Karthikeyan, Gene Bukhman, Rosemary Wyber, David Watkins, Anna Ralph, Ana Mocumbi, George A Mensah, Madeleine W Cunningham, Mary Masterson, John Haller, Babu Muhamed, and Tafadzwa Machipisa
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Medicine (General) ,R5-920 ,Infectious and parasitic diseases ,RC109-216 - Published
- 2023
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12. Mobile Manipulation Leveraging Multiple Views.
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David Watkins-Valls, Peter K. Allen, Henrique Maia, Madhavan Seshadri, Jonathan Sanabria, Nicholas R. Waytowich, and Jacob Varley
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- 2022
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13. Economic evaluation of implementation science outcomes in low- and middle-income countries: a scoping review
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Akash Malhotra, Ryan R. Thompson, Faith Kagoya, Felix Masiye, Peter Mbewe, Mosepele Mosepele, Jane Phiri, Jairos Sambo, Abigail Barker, Drew B. Cameron, Victor G. Davila-Roman, William Effah, Brian Hutchinson, Michael Laxy, Brad Newsome, David Watkins, Hojoon Sohn, and David W. Dowdy
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Economic evaluation ,Implementation science ,Implementation outcomes ,Cost-effectiveness ,Low- and middle-income countries ,Infectious disease ,Medicine (General) ,R5-920 - Abstract
Abstract Background Historically, the focus of cost-effectiveness analyses has been on the costs to operate and deliver interventions after their initial design and launch. The costs related to design and implementation of interventions have often been omitted. Ignoring these costs leads to an underestimation of the true price of interventions and biases economic analyses toward favoring new interventions. This is especially true in low- and middle-income countries (LMICs), where implementation may require substantial up-front investment. This scoping review was conducted to explore the topics, depth, and availability of scientific literature on integrating implementation science into economic evaluations of health interventions in LMICs. Methods We searched Web of Science and PubMed for papers published between January 1, 2010, and December 31, 2021, that included components of both implementation science and economic evaluation. Studies from LMICs were prioritized for review, but papers from high-income countries were included if their methodology/findings were relevant to LMIC settings. Results Six thousand nine hundred eighty-six studies were screened, of which 55 were included in full-text review and 23 selected for inclusion and data extraction. Most papers were theoretical, though some focused on a single disease or disease subset, including: mental health (n = 5), HIV (n = 3), tuberculosis (n = 3), and diabetes (n = 2). Manuscripts included a mix of methodology papers, empirical studies, and other (e.g., narrative) reviews. Authorship of the included literature was skewed toward high-income settings, with 22 of the 23 papers featuring first and senior authors from high-income countries. Of nine empirical studies included, no consistent implementation cost outcomes were measured, and only four could be mapped to an existing costing or implementation framework. There was also substantial heterogeneity across studies in how implementation costs were defined, and the methods used to collect them. Conclusion A sparse but growing literature explores the intersection of implementation science and economic evaluation. Key needs include more research in LMICs, greater consensus on the definition of implementation costs, standardized methods to collect such costs, and identifying outcomes of greatest relevance. Addressing these gaps will result in stronger links between implementation science and economic evaluation and will create more robust and accurate estimates of intervention costs. Trial registration The protocol for this manuscript was published on the Open Science Framework. It is available at: https://osf.io/ms5fa/ (DOI: 10.17605/OSF.IO/32EPJ).
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- 2022
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14. Evaluating deep learning architecture and data assimilation for improving water temperature forecasts at unmonitored locations
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Jacob A. Zwart, Jeremy Diaz, Scott Hamshaw, Samantha Oliver, Jesse C. Ross, Margaux Sleckman, Alison P. Appling, Hayley Corson-Dosch, Xiaowei Jia, Jordan Read, Jeffrey Sadler, Theodore Thompson, David Watkins, and Elaheh White
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deep learning—artificial neural network ,forecast ,data assimilation ,water temperature ,unmonitored catchment ,Environmental technology. Sanitary engineering ,TD1-1066 - Abstract
Deep learning (DL) models are increasingly used to forecast water quality variables for use in decision making. Ingesting recent observations of the forecasted variable has been shown to greatly increase model performance at monitored locations; however, observations are not collected at all locations, and methods are not yet well developed for DL models for optimally ingesting recent observations from other sites to inform focal sites. In this paper, we evaluate two different DL model structures, a long short-term memory neural network (LSTM) and a recurrent graph convolutional neural network (RGCN), both with and without data assimilation for forecasting daily maximum stream temperature 7 days into the future at monitored and unmonitored locations in a 70-segment stream network. All our DL models performed well when forecasting stream temperature as the root mean squared error (RMSE) across all models ranged from 2.03 to 2.11°C for 1-day lead times in the validation period, with substantially better performance at gaged locations (RMSE = 1.45–1.52°C) compared to ungaged locations (RMSE = 3.18–3.27°C). Forecast uncertainty characterization was near-perfect for gaged locations but all DL models were overconfident (i.e., uncertainty bounds too narrow) for ungaged locations. Our results show that the RGCN with data assimilation performed best for ungaged locations and especially at higher temperatures (>18°C) which is important for management decisions in our study location. This indicates that the networked model structure and data assimilation techniques may help borrow information from nearby monitored sites to improve forecasts at unmonitored locations. Results from this study can help guide DL modeling decisions when forecasting other important environmental variables.
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- 2023
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15. Ibrutinib in c-MYC and HER2 Amplified Oesophagogastric Carcinoma: Results of the Proof-of-Concept iMYC Study
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Fiona Turkes, Annette Bryant, Ruwaida Begum, Michael Davidson, Eleftheria Kalaitzaki, Maria Aresu, Retchel Lazaro-Alcausi, Jane Bryant, Isma Rana, Sue Chua, Lauren Aronson, Sanna Hulkki-Wilson, Charlotte Fribbens, David Watkins, Sheela Rao, Naureen Starling, David Cunningham, Irene Y. Chong, and Ian Chau
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oesophagogastric cancer ,HER2 ,c-MYC ,ibrutinib ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Oesophagogastric (OG) cancer is a highly lethal disease requiring novel treatment options. c-MYC and/or HER-2 amplified oesophageal cancer models have demonstrated sensitivity to BTK inhibition with ibrutinib. We evaluated the safety and efficacy of ibrutinib in patients with c-MYC and/or HER2 amplified pre-treated advanced OG cancer. c-MYC and HER2 amplification status were determined by FISH. The primary endpoint was overall response rate (ORR). Secondary endpoints were disease control rate (DC) at 8 weeks, safety, progression-free survival (PFS) and overall survival (OS). Eleven patients were enrolled. Eight patients had c-MYC amplified tumours, six were HER2 amplified and three were c-MYC and HER2 co-amplified. Grade ≥ 3 adverse events were fever, neutropenia, and vomiting. Grade ≥ 3 gastrointestinal haemorrhage occurred in three patients and was fatal in two cases. Among seven evaluable patients, three patients (43%) achieved a best response of SD at 8 weeks. No PR or CR was observed. Disease control was achieved for 32 weeks in one patient with a dual c-MYC and HER2 highly co-amplified tumour. The median PFS and OS were 1.5 (95% CI: 0.8–5.1) and 5.1 (95% CI: 0.8–14.5) months, respectively. Ibrutinib had limited clinical efficacy in patients with c-MYC and/or HER2 amplified OG cancer. Unexpected gastrointestinal bleeding was observed in 3 out of 8 treated patients which was considered a new safety finding for ibrutinib in this population.
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- 2022
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16. American Heart Association's Children's Strategically Focused Research Network Experience
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Craig Sable, Jennifer S. Li, Martin Tristani‐Firouzi, Angela Fagerlin, Robert M. Silver, Mark Yandel, H. Joseph Yost, Andrea Beaton, James Dale, Mark Emmanuel Engel, David Watkins, Christopher Spurney, Asheley C. Skinner, Sarah C. Armstrong, Svati H. Shah, Norrina Allen, Matthew Davis, Lifang Hou, Linda Van Horn, Darwin Labarthe, Donald Lloyd‐Jones, and Bradley Marino
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childhood and adolescent obesity ,congenital heart disease ,rheumatic heart disease ,trajectories of cardiovascular health ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
The American Heart Association's Strategically Focused Children's Research Network started in July 2017 with 4 unique programs at Children's National Hospital in Washington, DC; Duke University in Durham, North Carolina; University of Utah in Salt Lake City, Utah; and Lurie Children's Hospital/Northwestern University in Chicago, Illinois. The overarching goal of the Children's National center was to develop evidence‐based strategies to strengthen the health system response to rheumatic heart disease through synergistic basic, clinical, and population science research. The overall goals of the Duke center were to determine risk factors for obesity and response to treatment including those that might work on a larger scale in communities across the country. The integrating theme of the Utah center focused on leveraging big data‐science approaches to improve the quality of care and outcomes for children with congenital heart defects, within the context of the patient and their family. The overarching hypothesis of the Northwestern center is that the early course of change in cardiovascular health, from birth onward, reflects factors that result in either subsequent development of cardiovascular risk or preservation of lifetime favorable cardiovascular health. All 4 centers exceeded the original goals of research productivity, fellow training, and collaboration. This article describes details of these accomplishments and highlights challenges, especially around the COVID‐19 pandemic.
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- 2023
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17. Monitoring and evaluating the implementation of essential packages of health services
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Karl Blanchet, David Watkins, Solomon Tessema Memirie, Ala Alwan, Muhammad Khalid, Arianna Rubin Means, Kristen Danforth, and Ahsan Maqbool Ahmad
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Medicine (General) ,R5-920 ,Infectious and parasitic diseases ,RC109-216 - Published
- 2023
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18. DIP-RL: Demonstration-Inferred Preference Learning in Minecraft.
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Ellen R. Novoseller, Vinicius G. Goecks, David Watkins, Josh Miller, and Nicholas R. Waytowich
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- 2023
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19. Teleoperated Robot Grasping in Virtual Reality Spaces.
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Jiaheng Hu, David Watkins, and Peter Allen
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- 2023
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20. Efficient Graph Field Integrators Meet Point Clouds.
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Krzysztof Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Avinava Dubey, Deepali Jain, Tamás Sarlós, Snigdha Chaturvedi, and Adrian Weller
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- 2023
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21. Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition.
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Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, and Rohin Shah
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- 2023
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22. Retrospective on the 2021 MineRL BASALT Competition on Learning from Human Feedback.
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Rohin Shah, Steven H. Wang, Cody Wild, Stephanie Milani, Anssi Kanervisto, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins-Valls, Bharat Prakash, Edmund Mills, Divyansh Garg, Alexander Fries, Alexandra Souly, Jun Shern Chan, Daniel del Castillo, and Tom Lieberum
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- 2021
23. Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition.
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Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Lucas Cazzonelli, Cedric Kulbach, Nicholas Popovic, Marvin Schweizer, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, and Rohin Shah
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- 2021
24. Mutations in Hcfc1 and Ronin result in an inborn error of cobalamin metabolism and ribosomopathy
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Tiffany Chern, Annita Achilleos, Xuefei Tong, Matthew C. Hill, Alexander B. Saltzman, Lucas C. Reineke, Arindam Chaudhury, Swapan K. Dasgupta, Yushi Redhead, David Watkins, Joel R. Neilson, Perumal Thiagarajan, Jeremy B. A. Green, Anna Malovannaya, James F. Martin, David S. Rosenblatt, and Ross A. Poché
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Science - Abstract
Combined methylmalonic acidemia (MMA) and hyperhomocysteinemias are inborn errors of vitamin B12 metabolism, and mutations in the transcriptional regulators HCFC1 and RONIN (THAP11) underlie some forms of these disorders. Here the authors generated mouse models of a human syndrome due to mutations in RONIN (THAP11) and HCFC1, and show that this syndrome is both an inborn error of vitamin B12 metabolism and displays some features of ribosomopathy.
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- 2022
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25. A household-scale life cycle assessment model for understanding the food-energy-water nexus
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Jessica Daignault, Charles Wallace, David Watkins, Robert Handler, Yi Yang, Danielle Heaney, and Sonya Ahamed
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environmental life cycle assessment ,food-energy-water (FEW) nexus ,resource management ,household consumption ,web application development ,household monitoring ,Environmental sciences ,GE1-350 - Abstract
The household is an important locus of decision-making regarding food, energy, and water (FEW) consumption. Changes in household FEW consumption behaviors can lead to significant reductions in environmental impacts, but it can be difficult for consumers to compare the relative impacts of their consumption quantitatively, or to recognize the indirect impacts of their household consumption patterns. We describe two novel tools designed to address this problem: A hybrid life cycle assessment (LCA) framework to translate household consumption of food, energy, and water into key environmental impacts including greenhouse gas emissions, energy use, and water use; and a novel software application called HomeTracker that implements the framework by collecting household FEW data and providing environmental impact feedback to households. We explore the question: How can a life cycle assessment-based software application facilitate collection and translation of household consumption data to meaningful environmental impact metrics? A case study in Lake County, Illinois is presented to illustrate use of the HomeTracker application. Output data describing environmental impacts attributable to household FEW consumption in the study area are shown in order to illustrate key features and trends observed in the case study population. The framework and its associated output data can be used to support experimental research at the household scale, allowing for examination of what users purchase and consume over an extended period of time as well as increased understanding of household behavior trends and environmental impacts, and as future work.
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- 2023
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26. A Qualitative Study of Patients’ Experiences, Enablers and Barriers of Rheumatic Heart Disease Care in Uganda
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Hadija Nalubwama, Jafesi Pulle, Jenifer Atala, Rachel Sarnacki, Miriam Nakitto, Rebecca Namara, Andrea Beaton, Rosemary Kansiime, Rachel Mwima, Emma Ndagire, Emmy Okello, and David Watkins
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rheumatic fever ,rheumatic heart disease ,uganda ,public health systems research ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Public aspects of medicine ,RA1-1270 - Abstract
Introduction: Rheumatic heart disease (RHD) remains a significant public health problem in countries with limited health resources. People living with RHD face numerous social challenges and have difficulty navigating ill-equipped health systems. This study sought to understand the impact of RHD on PLWRHD and their households and families in Uganda. Methods: In this qualitative study, we conducted in-depth interviews with 36 people living with RHD sampled purposively from Uganda’s national RHD research registry, stratifying the sample by geography and severity of disease. Our interview guides and data analysis used a combination of inductive and deductive methods, with the latter informed by the socio-ecological model. We ran thematic content analysis to identify codes that were then collapsed into themes. Coding was done independently by three analysts, who compared their results and iteratively updated the codebook. Results: The inductive portion of our analysis, which focused on the patient experience, revealed a significant impact of RHD on work and school. Participants often lived in fear of the future, faced limited childbirth choices, experienced domestic conflict, and suffered stigmatization and low self-esteem. The deductive portion of our analysis focused on barriers and enablers to care. Major barriers included the high out-of-pocket cost of medicines and travel to health facilities, as well as poor access to RHD diagnostics and medications. Major enablers included family and social support, financial support within the community, and good relationships with health workers, though this varied considerably by location. Conclusion: Despite several personal and community factors that support resilience, PLWRHD in Uganda experience a range of negative physical, emotional, and social consequences from their condition. Greater investment is needed in primary healthcare systems to support decentralized, patient-centered care for RHD. Implementing evidence-based interventions that prevent RHD at district level could greatly reduce the scale of human suffering. There is need to increase investment in primary prevention and tackling social determinants, to reduce the incidence of RHD in communities where the condition remains endemic.
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- 2023
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27. Combining Learning From Human Feedback and Knowledge Engineering to Solve Hierarchical Tasks in Minecraft.
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Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins-Valls, and Bharat Prakash
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- 2022
28. Modulation of pancreatic cancer cell sensitivity to FOLFIRINOX through microRNA-mediated regulation of DNA damage
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Pietro Carotenuto, Francesco Amato, Andrea Lampis, Colin Rae, Somaieh Hedayat, Maria C. Previdi, Domenico Zito, Maya Raj, Vincenza Guzzardo, Francesco Sclafani, Andrea Lanese, Claudia Parisi, Caterina Vicentini, Ian Said-Huntingford, Jens C. Hahne, Albert Hallsworth, Vladimir Kirkin, Kate Young, Ruwaida Begum, Andrew Wotherspoon, Kyriakos Kouvelakis, Sergio Xavier Azevedo, Vasiliki Michalarea, Rosie Upstill-Goddard, Sheela Rao, David Watkins, Naureen Starling, Anguraj Sadanandam, David K. Chang, Andrew V. Biankin, Nigel B. Jamieson, Aldo Scarpa, David Cunningham, Ian Chau, Paul Workman, Matteo Fassan, Nicola Valeri, and Chiara Braconi
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Science - Abstract
Understanding which patients will respond to FOLFIRINOX therapy is important for clinical outcome. Here, the authors show that the MIR1307 is increased pancreatic cancer cell lines and inhibition of the microRNA sensitises cells to treatment.’ stratifying patients to achieve the best clinical outcome. Here, the authors show that the MIR1307 is increased in a subgroup of human pancreatic cancers and inhibition of the microRNA in in vitro and in vivo models of pancreatic cancer sensitises cells to treatment.
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- 2021
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29. Factors consistently associated with utilisation of essential maternal and child health services in Nigeria: analysis of the five Nigerian national household surveys (2003–2018)
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David Watkins, Hirotsugu Aiga, Yoshito Kawakatsu, Christopher Adolph, Jonathan F Mosser, Peter Baffoe, Fatima Cheshi, and Kenneth H Sherr
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Medicine - Abstract
Objective This study aims to identify the individual and contextual factors consistently associated with utilisation of essential maternal and child health services in Nigeria across time and household geolocation.Design, setting and participants Secondary data from five nationally representative household surveys conducted in Nigeria from 2003 to 2018 were used in this study. The study participants are women and children depending on essential maternal and child health (MCH) services.Outcome measures The outcome measures were indicators of whether participants used each of the following essential MCH services: antenatal care, facility-based delivery, modern contraceptive use, childhood immunisations (BCG, diphtheria, tetanus, pertussis/Pentavalent and measles) and treatments of childhood illnesses (fever, cough and diarrhoea).Methods We estimated generalised additive models with logit links and smoothing terms for households’ geolocation and survey years.Results Higher maternal education and households’ wealth were significantly associated with utilisation of all types of essential MCH services (p
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- 2022
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30. Learning Your Way Without Map or Compass: Panoramic Target Driven Visual Navigation.
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David Watkins-Valls, Jingxi Xu 0002, Nicholas R. Waytowich, and Peter K. Allen
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- 2020
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31. Accelerated Robot Learning via Human Brain Signals.
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Iretiayo Akinola, Zizhao Wang, Junyao Shi, Xiaomin He, Pawan Lapborisuth, Jingxi Xu 0002, David Watkins-Valls, Paul Sajda, and Peter K. Allen
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- 2020
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32. Spatially variable hydrologic impact and biomass production tradeoffs associated with Eucalyptus (E. grandis) cultivation for biofuel production in Entre Rios, Argentina
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Azad Heidari, David Watkins Jr., Alex Mayer, Tamara Propato, Santiago Verón, and Diego deAbelleyra
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bioenergy development ,cultivation practices ,energy‐water nexus ,land use change ,water footprint ,watershed modeling ,Renewable energy sources ,TJ807-830 ,Energy industries. Energy policy. Fuel trade ,HD9502-9502.5 - Abstract
Abstract Climate change and energy security promote using renewable sources of energy such as biofuels. High woody biomass production achieved from short‐rotation intensive plantations is a strategy that is increasing in many parts of the world. However, broad expansion of bioenergy feedstock production may have significant environmental consequences. This study investigates the watershed‐scale hydrological impacts of Eucalyptus (E. grandis) plantations for energy production in a humid subtropical watershed in Entre Rios province, Argentina. A Soil and Water Assessment Tool (SWAT) model was calibrated and validated for streamflow, leaf area index (LAI), and biomass production cycles. The model was used to simulate various Eucalyptus plantation scenarios that followed physically based rules for land use conversion (in various extents and locations in the watershed) to study hydrological effects, biomass production, and the green water footprint of energy production. SWAT simulations indicated that the most limiting factor for plant growth was shallow soils causing seasonal water stress. This resulted in a wide range of biomass productivity throughout the watershed. An optimization algorithm was developed to find the best location for Eucalyptus development regarding highest productivity with least water impact. E. grandis plantations had higher evapotranspiration rates compared to existing terrestrial land cover classes; therefore, intensive land use conversion to E. grandis caused a decline in streamflow, with January through March being the most affected months. October was the least‐affected month hydrologically, since high rainfall rates overcame the canopy interception and higher ET rates of E. grandis in this month. Results indicate that, on average, producing 1 kg of biomass in this region uses 0.8 m3 of water, and the green water footprint of producing 1 m3 fuel is approximately 2150 m3 water, or 57 m3 water per GJ of energy, which is lower than reported values for wood‐based ethanol, sugar cane ethanol, and soybean biodiesel.
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- 2021
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33. Retrospective on the 2021 BASALT Competition on Learning from Human Feedback.
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Rohin Shah, Steven H. Wang, Cody Wild, Stephanie Milani, Anssi Kanervisto, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins-Valls, Bharat Prakash, Edmund Mills, Divyansh Garg, Alexander Fries, Alexandra Souly, Jun Shern Chan, Daniel del Castillo, and Tom Lieberum
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- 2022
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34. Multiple View Performers for Shape Completion.
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David Watkins-Valls, Peter E. Allen, Krzysztof Choromanski, Jacob Varley, and Nicholas R. Waytowich
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- 2022
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35. Scrypt Mining with ASICs.
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David Watkins-Valls
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- 2022
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36. Learning Mobile Manipulation.
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David Watkins
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- 2022
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37. Con gli occhi velati. Note sull’intravedere a partire da W.G. Sebald
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David Watkins
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W.G. Sebald ,Blurriness ,Viktor Šklovskij ,Estrangement ,Image ,Marcel Proust ,Geography. Anthropology. Recreation ,Language. Linguistic theory. Comparative grammar ,P101-410 ,Translating and interpreting ,P306-310 - Abstract
In Sebald, defects of sight, a recurring feature of his characters, open up the possibility of a new perspective, in which both the concept of ‘estrangement’ and that of ‘disturbing’ come together. With a constantly disoriented gaze which renders unrecognizable what is most familiar, with veiled eyes that make borders and contours imperceptible, Sebald’s characters are able to glimpse the continuity between different forms of life, and to perceive the peculiar way in which the dead coexist beside the living. The aim of this article is to examine the meanings of Sebald’s ‘blurred visions’, with special focus on the ateliers and the moments of pictorial creation described in his works.
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- 2022
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38. National health and budget impact of implementing the WHO HEARTS hypertension control program in Bangladesh
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Anirudh Pidugu, Sarah Pickersgill, David Watkins, Jami Husain, Deliana Kostova, Margaret Farrell, Mohammad Haider, Shamim Jubayer, Renesa Tarannum, Mahfuzur Bhuiyan, Andrew E. Moran, MD, and Sohel Choudhury, PhD
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Public aspects of medicine ,RA1-1270 - Abstract
Background: About a fifth of adults in Bangladesh have hypertension; only 13% of Bangladesh adults living with hypertension have their blood pressure controlled (
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- 2022
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39. Multi-Modal Geometric Learning for Grasping and Manipulation.
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David Watkins-Valls, Jacob Varley, and Peter K. Allen
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- 2019
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40. Community Perspectives on Primary Prevention of Rheumatic Heart Disease in Uganda
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Hadija Nalubwama, Emma Ndagire, Rachel Sarnacki, Jenifer Atala, Andrea Beaton, Rosemary Kansiime, Rachel Mwima, Emmy Okello, and David Watkins
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pharyngitis ,rheumatic fever ,rheumatic heart disease ,uganda ,primary prevention ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Public aspects of medicine ,RA1-1270 - Abstract
Background: Untreated streptococcal pharyngitis is a precursor to rheumatic heart disease (RHD) and remains a significant public health issue in many countries. Understanding local determinants of treatment-seeking behaviors can help tailor RHD prevention programs. Objective: We sought to elicit perceptions of pharyngitis and related healthcare use in a range of communities in Uganda. Methods: We conducted six focus group discussions (FGD) in three districts that were representative of the country’s socioeconomic and cultural heterogenetity. Participants were recruited from six villages (two per district), and FGDs were audio recorded, transcribed and translated into English. Deductive and inductive analysis of the transcripts was done via open axial and sequential coding, which informed development of clusters, themes and subthemes. We extracted quotations from the transcripts to illustrate these themes. Results: We identified nine key themes in three major domains: knowledge and perception of pharyngits, treatment practices, and barriers to uptake of formal public-sector healthcare services. Community awareness and understanding of the consequences of pharyngitis were low. Stated barriers to care were usually systemic in nature and included low overall confidence in the healthcare system and substantial costs associated with transportation and medications. Conclusion: The FGDs identified several approaches to shape community perceptions of pharyngitis and improve utilization of interventions to prevent RHD. In Uganda, information-education-communication interventions probably need to be combined with structural interventions that make formal public-sector healthcare more accessible to at-risk populations.
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- 2022
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41. ‘Being able to work has kept our life fairly constant:’ reconciling social practice models to assess the impact of (infra)structural inequities on household wellbeing during the COVID-19 pandemic
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Sonya Ahamed, Chelsea Schelly, Kristin Floress, William Lytle, Holly Caggiano, Cara L. Cuite, Charles Wallace, Ryan Cook, Rebekah Jarvis, Rachael Shwom, and David Watkins
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human infrastructure ,systems of provision ,structural inequity ,wellbeing ,social practice theory ,household consumption ,Environmental sciences ,GE1-350 - Abstract
Social practice theory offers a multidisciplinary perspective on the relationship between infrastructure and wellbeing. One prominent model in practice theory frames systems of provision as the rules, resources, and structures that enable the organization of social practices, encompassing both material and immaterial aspects of infrastructures. A second well-known model frames social practices in terms of their constituent elements: meanings, materials, and competences. Reconciling these two models, we argue that household capacity to respond to shifting systems of provision to maintain wellbeing is profoundly tied to the dynamics of privilege and inequity. To examine these dynamics, we propose a new analytical tool utilizing the Bourdieuian conceptualization of forms of capital, deepening the ability of social practice theory to address structural inequities by re-examining the question of who is able to access specific infrastructures. To illustrate this approach, we examine how households adapted to shifting systems of provision during the COVID-19 pandemic. Using data from 183 households in the Midwestern United States, we apply this tool to analyze adaptations to disruptions of multiple systems of provision, including work, school, food, and health, from February 2020 to August 2021. We highlight how household wellbeing during the pandemic has been impacted by forms of capital available to specific households, even as new social practices surrounding COVID-19 prevention became increasingly politicized. This research provides insight into both acute challenges and resilient social practices involving household consumption, indicating a need for policies that can address structural inequities across multiple systems of provision.
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- 2023
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42. Generative Attention Learning: a 'GenerAL' framework for high-performance multi-fingered grasping in clutter.
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Bohan Wu, Iretiayo Akinola, Abhi Gupta, Feng Xu, Jacob Varley, David Watkins-Valls, and Peter K. Allen
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- 2020
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43. Immunopeptidomics of colorectal cancer organoids reveals a sparse HLA class I neoantigen landscape and no increase in neoantigens with interferon or MEK-inhibitor treatment
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Alice Newey, Beatrice Griffiths, Justine Michaux, Hui Song Pak, Brian J. Stevenson, Andrew Woolston, Maria Semiannikova, Georgia Spain, Louise J. Barber, Nik Matthews, Sheela Rao, David Watkins, Ian Chau, George Coukos, Julien Racle, David Gfeller, Naureen Starling, David Cunningham, Michal Bassani-Sternberg, and Marco Gerlinger
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Patient derived organoids ,Colorectal cancer ,Neoantigens ,Immunogenicity ,Human leukocyte antigen ,Antigen presentation ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Patient derived organoids (PDOs) can be established from colorectal cancers (CRCs) as in vitro models to interrogate cancer biology and its clinical relevance. We applied mass spectrometry (MS) immunopeptidomics to investigate neoantigen presentation and whether this can be augmented through interferon gamma (IFNγ) or MEK-inhibitor treatment. Methods Four microsatellite stable PDOs from chemotherapy refractory and one from a treatment naïve CRC were expanded to replicates with 100 million cells each, and HLA class I and class II peptide ligands were analyzed by MS. Results We identified an average of 9936 unique peptides per PDO which compares favorably against published immunopeptidomics studies, suggesting high sensitivity. Loss of heterozygosity of the HLA locus was associated with low peptide diversity in one PDO. Peptides from genes without detectable expression by RNA-sequencing were rarely identified by MS. Only 3 out of 612 non-silent mutations encoded for neoantigens that were detected by MS. In contrast, computational HLA binding prediction estimated that 304 mutations could generate neoantigens. One hundred ninety-six of these were located in expressed genes, still exceeding the number of MS-detected neoantigens 65-fold. Treatment of four PDOs with IFNγ upregulated HLA class I expression and qualitatively changed the immunopeptidome, with increased presentation of IFNγ-inducible genes. HLA class II presented peptides increased dramatically with IFNγ treatment. MEK-inhibitor treatment showed no consistent effect on HLA class I or II expression or the peptidome. Importantly, no additional HLA class I or II presented neoantigens became detectable with any treatment. Conclusions Only 3 out of 612 non-silent mutations encoded for neoantigens that were detectable by MS. Although MS has sensitivity limits and biases, and likely underestimated the true neoantigen burden, this established a lower bound of the percentage of non-silent mutations that encode for presented neoantigens, which may be as low as 0.5%. This could be a reason for the poor responses of non-hypermutated CRCs to immune checkpoint inhibitors. MEK-inhibitors recently failed to improve checkpoint-inhibitor efficacy in CRC and the observed lack of HLA upregulation or improved peptide presentation may explain this.
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- 2019
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44. CEA expression heterogeneity and plasticity confer resistance to the CEA-targeting bispecific immunotherapy antibody cibisatamab (CEA-TCB) in patient-derived colorectal cancer organoids
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Reyes Gonzalez-Exposito, Maria Semiannikova, Beatrice Griffiths, Khurum Khan, Louise J. Barber, Andrew Woolston, Georgia Spain, Katharina von Loga, Ben Challoner, Radhika Patel, Michael Ranes, Amanda Swain, Janet Thomas, Annette Bryant, Claire Saffery, Nicos Fotiadis, Sebastian Guettler, David Mansfield, Alan Melcher, Thomas Powles, Sheela Rao, David Watkins, Ian Chau, Nik Matthews, Fredrik Wallberg, Naureen Starling, David Cunningham, and Marco Gerlinger
- Subjects
Cibisatamab ,CEA ,Immunotherapy ,Patient-derived organoids ,WNT/β-catenin ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background The T cell bispecific antibody cibisatamab (CEA-TCB) binds Carcino-Embryonic Antigen (CEA) on cancer cells and CD3 on T cells, which triggers T cell killing of cancer cell lines expressing moderate to high levels of CEA at the cell surface. Patient derived colorectal cancer organoids (PDOs) may more accurately represent patient tumors than established cell lines which potentially enables more detailed insights into mechanisms of cibisatamab resistance and sensitivity. Methods We established PDOs from multidrug-resistant metastatic CRCs. CEA expression of PDOs was determined by FACS and sensitivity to cibisatamab immunotherapy was assessed by co-culture of PDOs and allogeneic CD8 T cells. Results PDOs could be categorized into 3 groups based on CEA cell-surface expression: CEAhi (n = 3), CEAlo (n = 1) and CEAmixed PDOs (n = 4), that stably maintained populations of CEAhi and CEAlo cells, which has not previously been described in CRC cell lines. CEAhi PDOs were sensitive whereas CEAlo PDOs showed resistance to cibisatamab. PDOs with mixed expression showed low sensitivity to cibisatamab, suggesting that CEAlo cells maintain cancer cell growth. Culture of FACS-sorted CEAhi and CEAlo cells from PDOs with mixed CEA expression demonstrated high plasticity of CEA expression, contributing to resistance acquisition through CEA antigen loss. RNA-sequencing revealed increased WNT/β-catenin pathway activity in CEAlo cells. Cell surface CEA expression was up-regulated by inhibitors of the WNT/β-catenin pathway. Conclusions Based on these preclinical findings, heterogeneity and plasticity of CEA expression appear to confer low cibisatamab sensitivity in PDOs, supporting further clinical evaluation of their predictive effect in CRC. Pharmacological inhibition of the WNT/β-catenin pathway may be a rational combination to sensitize CRCs to cibisatamab. Our novel PDO and T cell co-culture immunotherapy models enable pre-clinical discovery of candidate biomarkers and combination therapies that may inform and accelerate the development of immuno-oncology agents in the clinic.
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- 2019
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45. Achieving global mortality reduction targets and universal health coverage: The impact of COVID-19.
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Wenhui Mao, Osondu Ogbuoji, David Watkins, Ipchita Bharali, Eric Nsiah-Boateng, Mohamed Mustafa Diab, Duah Dwomoh, Dean T Jamison, Preeti Kumar, Kaci Kennedy McDade, Justice Nonvignon, Yewande Ogundeji, Fan-Gang Zeng, Armand Zimmerman, and Gavin Yamey
- Subjects
Medicine - Abstract
Wenhui Mao and coauthors discuss possible implications of the COVID-19 pandemic for health aspirations in low- and middle-income countries.
- Published
- 2021
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46. Pilot Support System: A Machine Learning Approach.
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David Watkins, Guillermo Gallardo, and Savio Chau
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- 2018
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47. Combining Learning from Human Feedback and Knowledge Engineering to Solve Hierarchical Tasks in Minecraft.
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Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, and Bharat Prakash
- Published
- 2021
48. Mobile Manipulation Leveraging Multiple Views.
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David Watkins-Valls, Peter K. Allen, Henrique Maia, Madhavan Seshadri, Jonathan Sanabria, Nicholas R. Waytowich, and Jacob Varley
- Published
- 2021
49. Effects of public financing of essential maternal and child health interventions across wealth quintiles in Nigeria: an extended cost-effectiveness analysis
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Wenhui Mao, David Watkins, Miriam L Sabin, Katy Huang, Etienne Langlois, Yewande Ogundeji, Helga Fogstad, Marco Schäferhoff, Gavin Yamey, and Osondu Ogbuoji
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General Medicine - Published
- 2023
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50. Examining the Ugandan health system's readiness to deliver rheumatic heart disease-related services.
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Emma Ndagire, Yoshito Kawakatsu, Hadija Nalubwama, Jenifer Atala, Rachel Sarnacki, Jafesi Pulle, Rakeli Kyarimpa, Rachel Mwima, Rosemary Kansiime, Emmy Okello, Peter Lwabi, Andrea Beaton, Craig Sable, and David Watkins
- Subjects
Arctic medicine. Tropical medicine ,RC955-962 ,Public aspects of medicine ,RA1-1270 - Abstract
BackgroundIn 2018, the World Health Assembly mandated Member States to take action on rheumatic heart disease (RHD), which persists in countries with weak health systems. We conducted an assessment of the current state of RHD-related healthcare in Uganda.Methodology/principal findingsThis was a mixed-methods, deductive simultaneous design study conducted in four districts of Uganda. Using census sampling, we surveyed health facilities in each district using an RHD survey instrument that was modeled after the WHO SARA tool. We interviewed health workers with experience managing RHD, purposively sampling to ensure a range of qualification and geographic variation. Our final sample included 402 facilities and 36 health workers. We found major gaps in knowledge of clinical guidelines and availability of diagnostic tests. Antibiotics used in RHD prevention were widely available, but cardiovascular medications were scarce. Higher levels of service readiness were found among facilities in the western region (Mbarara district) and private facilities. Level III health centers were the most prepared for delivering secondary prevention. Health worker interviews revealed that limited awareness of RHD at the district level, lack of diagnostic tests and case management registries, and absence of clearly articulated RHD policies and budget prioritization were the main barriers to providing RHD-related healthcare.Conclusions/significanceUganda's readiness to implement the World Health Assembly RHD Resolution is low. The forthcoming national RHD strategy must focus on decentralizing RHD diagnosis and prevention to the district level, emphasizing specialized training of the primary healthcare workforce and strengthening supply chains of diagnostics and essential medicines.
- Published
- 2021
- Full Text
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