Search Results - "Bermejo, Iñigo"

Mepolizumab for Treating Severe Eosinophilic Asthma: An Evidence Review Group Perspective of a NICE Single Technology Appraisal by Bermejo, Iñigo, Stevenson, Matt, Cooper, Katy, Harnan, Sue, Hamilton, Jean, Clowes, Mark, Carroll, Christopher, Harrison, Tim, Saha, Shironjit

“…As part of its single technology appraisal (STA) process, the National Institute for Health and Care Excellence (NICE) invited the company (GlaxoSmithKline)…”
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How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation by Puts, Sander, Nobel, Martijn, Zegers, Catharina, Bermejo, Iñigo, Robben, Simon, Dekker, Andre

“…Natural language processing (NLP) is thought to be a promising solution to extract and store concepts from free text in a structured manner for data mining…”
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Baricitinib for Previously Treated Moderate or Severe Rheumatoid Arthritis: An Evidence Review Group Perspective of a NICE Single Technology Appraisal by Ren, Shijie, Bermejo, Iñigo, Simpson, Emma, Wong, Ruth, Scott, David L., Young, Adam, Stevenson, Matt

“…As part of its single technology appraisal process, the National Institute for Health and Care Excellence invited the manufacturer (Eli Lilly) of baricitinib…”
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Evaluation of Markov Models with Discontinuities by Pérez-Martín, Jorge, Bermejo, Iñigo, Díez, Francisco J.

“…Background. Several methods, such as the half-cycle correction and the life-table method, were developed to attenuate the error introduced in Markov models by…”
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Sarilumab for Previously-Treated Moderate or Severe Rheumatoid Arthritis: An Evidence Review Group Perspective of a NICE Single Technology Appraisal by Bermejo, Iñigo, Ren, Shijie, Simpson, Emma, Clowes, Mark, Scott, David L., Young, Adam, Stevenson, Matt

“…As part of its single technology appraisal (STA) process, the National Institute for Health and Care Excellence (NICE) invited the manufacturer (Sanofi…”
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Dexamethasone implant for non-infectious uveitis: is it cost-effective? by Squires, Hazel, Bermejo, Iñigo, Poku, Edith N, Cooper, Katy, Stevens, John, Hamilton, Jean, Wong, Ruth, Denniston, Alastair K, Pearce, Ian, Quhill, Fahd Mohammed

“…Uveitis is inflammation inside the eye. The objective of this study is to assess the cost-effectiveness of a dexamethasone implant plus current practice…”
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Using clinical prediction models to personalise lifestyle interventions for cardiovascular disease prevention: A systematic literature review by Bruninx, Anke, Scheenstra, Bart, Dekker, Andre, Maessen, Jos, van 't Hof, Arnoud, Kietselaer, Bas, Bermejo, Iñigo

“…•The use of clinical prediction models (CPMs) to personalise interventions varies.•We reviewed 32 CPM-guided lifestyle interventions to prevent cardiovascular…”
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Tofacitinib for Treating Rheumatoid Arthritis After the Failure of Disease-Modifying Anti-rheumatic Drugs: An Evidence Review Group Perspective of a NICE Single Technology Appraisal by Uttley, Lesley, Bermejo, Iñigo, Ren, Shijie, Martyn-St James, Marrissa, Wong, Ruth, Scott, David L., Young, Adam, Stevenson, Matt

“…As part of its Single Technology Appraisal process, the National Institute for Health and Care Excellence (NICE) invited the manufacturer (Pfizer) of…”
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Certolizumab Pegol for Treating Rheumatoid Arthritis Following Inadequate Response to a TNF-α Inhibitor: An Evidence Review Group Perspective of a NICE Single Technology Appraisal by Bermejo, Iñigo, Stevenson, Matt, Archer, Rachel, Stevens, John W., Goka, Edward, Clowes, Mark, Scott, David L., Young, Adam

“…As part of its single technology appraisal (STA) process, the National Institute for Health and Care Excellence (NICE) invited the manufacturer (UCB Pharma) of…”
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Markov Influence Diagrams: A Graphical Tool for Cost-effectiveness Analysis by Díez, Francisco J., Yebra, Mar, Bermejo, Iñigo, Palacios-Alonso, Miguel A., Calleja, Manuel Arias, Luque, Manuel, Pérez-Martín, Jorge

“…Markov influence diagrams (MIDs) are a new type of probabilistic graphical model that extends influence diagrams in the same way that Markov decision trees…”
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Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization by Mateus, Pedro, Volmer, Leroy, Wee, Leonard, Aerts, Hugo J. W. L., Hoebers, Frank, Dekker, Andre, Bermejo, Inigo

“…In the past decade, there has been a sharp increase in publications describing applications of convolutional neural networks (CNNs) in medical image analysis…”
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VertiBayes: learning Bayesian network parameters from vertically partitioned data with missing values by van Daalen, Florian, Ippel, Lianne, Dekker, Andre, Bermejo, Inigo

“…Federated learning makes it possible to train a machine learning model on decentralized data. Bayesian networks are widely used probabilistic graphical models…”
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A systematic review and economic evaluation of adalimumab and dexamethasone for treating non-infectious intermediate uveitis, posterior uveitis or panuveitis in adults by Squires, Hazel, Poku, Edith, Bermejo, Inigo, Cooper, Katy, Stevens, John, Hamilton, Jean, Wong, Ruth, Denniston, Alastair, Pearce, Ian, Quhill, Fahd

“…Non-infectious intermediate uveitis, posterior uveitis and panuveitis are a heterogeneous group of inflammatory eye disorders. Management includes local and…”
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Development and validation of multicentre study on novel Artificial Intelligence-based Cardiovascular Risk Score (AICVD) by Jalepalli, Shiv Kumar, Gupta, Prashant, Dekker, Andre L A J, Bermejo, Inigo, Kar, Sujoy

“…ObjectiveCardiovascular diseases (CVD) are one of the most prevalent diseases in India amounting for nearly 30% of total deaths. A dearth of research on CVD…”
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A comparison of machine learning models for predicting urinary incontinence in men with localized prostate cancer by Hasannejadasl, Hajar, Osong, Biche, Bermejo, Inigo, van der Poel, Henk, Vanneste, Ben, van Roermund, Joep, Aben, Katja, Zhang, Zhen, Kiemeney, Lambertus, Van Oort, Inge, Verwey, Renee, Hochstenbach, Laura, Bloemen, Esther, Dekker, Andre, Fijten, Rianne R R

“…Urinary incontinence (UI) is a common side effect of prostate cancer treatment, but in clinical practice, it is difficult to predict. Machine learning (ML)…”
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Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study by Kalendralis, Petros, Luk, Samuel M H, Canters, Richard, Eyssen, Denis, Vaniqui, Ana, Wolfs, Cecile, Murrer, Lars, van Elmpt, Wouter, Kalet, Alan M, Dekker, Andre, van Soest, Johan, Fijten, Rianne, Zegers, Catharina M L, Bermejo, Inigo

“…Artificial intelligence applications in radiation oncology have been the focus of study in the last decade. The introduction of automated and intelligent…”
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Development and validation of deep learning and BERT models for classification of lung cancer radiology reports by Mithun, S., Jha, Ashish Kumar, Sherkhane, Umesh B., Jaiswar, Vinay, Purandare, Nilendu C., Rangarajan, V., Dekker, A., Puts, Sander, Bermejo, Inigo, Wee, L.

“…Manual cohort building from radiology reports can be tedious. Natural Language Processing (NLP) can be used for automated cohort building. In this study, we…”
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Developing an ICD-10 Coding Assistant: Pilot Study Using RoBERTa and GPT-4 for Term Extraction and Description-Based Code Selection (Preprint) by Puts, Sander, Zegers, Catharina M.L., Dekker, Andre, Bermejo, Iñigo

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Digital Health Solutions to Reduce the Burden of Atherosclerotic Cardiovascular Disease Proposed by the CARRIER Consortium by Scheenstra, Bart, Bruninx, Anke, van Daalen, Florian, Stahl, Nina, Latuapon, Elizabeth, Imkamp, Maike, Ippel, Lianne, Duijsings-Mahangi, Sulaika, Smits, Djura, Townend, David, Bermejo, Inigo, Dekker, Andre, Hochstenbach, Laura, Spreeuwenberg, Marieke, Maessen, Jos, van 't Hof, Arnoud, Kietselaer, Bas

“…Digital health is a promising tool to support people with an elevated risk for atherosclerotic cardiovascular disease (ASCVD) and patients with an established…”
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Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery by Osong, Biche, Masciocchi, Carlotta, Damiani, Andrea, Bermejo, Inigo, Meldolesi, Elisa, Chiloiro, Giuditta, Berbee, Maaike, Lee, Seok Ho, Dekker, Andre, Valentini, Vincenzo, Gerard, Jean-Pierre, Rödel, Claus, Bujko, Krzysztof, van de Velde, Cornelis, Folkesson, Joakim, Sainato, Aldo, Glynne-Jones, Robert, Ngan, Samuel, Brændengen, Morten, Sebag-Montefiore, David, van Soest, Johan

“…•Algorithmic-based BN structures are more performant than expert structure.•Algorithmically derived BN structures are comparable to a black-box model.•The…”
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