Cargando…

Clinical characteristics and prognostic factors for Crohn’s disease relapses using natural language processing and machine learning: a pilot study

The impact of relapses on disease burden in Crohn’s disease (CD) warrants searching for predictive factors to anticipate relapses. This requires analysis of large datasets, including elusive free-text annotations from electronic health records. This study aims to describe clinical characteristics an...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gomollón, Fernando, Gisbert, Javier P., Guerra, Iván, Plaza, Rocío, Pajares Villarroya, Ramón, Moreno Almazán, Luis, López Martín, Mª Carmen, Domínguez Antonaya, Mercedes, Vera Mendoza, María Isabel, Aparicio, Jesús, Martínez, Vicente, Tagarro, Ignacio, Fernández-Nistal, Alonso, Lumbreras, Sara, Maté, Claudia, Montoto, Carmen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Lippincott Williams And Wilkins 2021
Materias:	Original Articles: Gastroenterology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8876385/ https://www.ncbi.nlm.nih.gov/pubmed/34882644 http://dx.doi.org/10.1097/MEG.0000000000002317

Ejemplares similares

Evaluation of Natural Language Processing for the Identification of Crohn Disease–Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project
por: Montoto, Carmen, et al.
Publicado: (2022)

Hepatocellular Carcinoma in a Patient With Crohn’s Disease
por: Hokama, Akira, et al.
Publicado: (2021)

The Use of Vedolizumab in Patients with Concomitant Cirrhosis and Crohn’s Disease
por: Kapila, Nikhil, et al.
Publicado: (2018)

An Unusual Presentation of Crohn’s Disease and Primary Sclerosing Cholangitis
por: Ekanayake, Lakmal S, et al.
Publicado: (2022)

Acute Intestinal Invagination: An Exceptional Method of Revealing Crohn’s Disease
por: Jabi, Rachid, et al.
Publicado: (2021)

Macroscopic to Microscopic – A Case of Crohn’s Disease Progressing to Collagenous Colitis
por: Hussain, Murtaza Shabbir, et al.
Publicado: (2021)

Wernicke’s Encephalopathy in a Patient With Crohn’s Disease: A Case Report
por: Adamou, Fatima, et al.
Publicado: (2023)

A Challenging Case of Metastatic Crohn's Disease Without Gastrointestinal Manifestations
por: Pereira, Ana S, et al.
Publicado: (2023)

Meckel’s Diverticulum Charading as Crohn’s Disease: A Single-Institution Case Series
por: Eng, Nina L, et al.
Publicado: (2023)

Helicobacter pylori is Associated with Less Fistulizing, Stricturing, and Active Colitis in Crohn’s Disease Patients
por: Fialho, Andre, et al.
Publicado: (2019)

Life-event stress induced by the Great East Japan Earthquake was associated with relapse in ulcerative colitis but not Crohn's disease: a retrospective cohort study
por: Shiga, Hisashi, et al.
Publicado: (2013)

Identifying Visceral Kaposi Sarcoma (KS): A Responsibility to Avoid Anchoring on the Diagnosis of a Crohn’s Flare
por: Seltzer, Emily S, et al.
Publicado: (2023)

Rapidly Progressive Acute Liver Failure in Relapsed Multiple Myeloma
por: Wadehra, Anshu, et al.
Publicado: (2020)

Atypical Clinical Presentation of Crohn’s Disease as Diffuse Abdominal Lymphadenopathy and Venous Thrombosis: A Difficult to Diagnose Case
por: Raza, Ahmad, et al.
Publicado: (2019)

Rare and Serious Adverse Effects of Anti-Tumor Necrosis Factor-Alpha (TNF-α) Agents in Crohn’s Disease
por: Kim, Sun, et al.
Publicado: (2021)

Clinical and Histologic Remission in an Adult Crohn’s Disease Patient Following the Specific Carbohydrate Diet and Its Impact on Healthcare Costs
por: Arjomand, Ali, et al.
Publicado: (2022)

Effectiveness and safety of biosimilar infliximab (CT-P13) in a real-life setting in patients with Crohn’s disease or ulcerative colitis
por: Gheorghe, Cristian, et al.
Publicado: (2019)

Gastrointestinal Stromal Tumor Masquerading As Acute Decompensated Heart Failure: A Challenging Diagnosis
por: Marsalisi, Christopher, et al.
Publicado: (2023)

A Rare Case of an Occult Primary Tumor With a Profile of Colon Cancer and Synchronous Metastasis in the Lung, Liver, Bone, and Cerebellum: A Case Report and Literature Review
por: Abrudan, Ramona, et al.
Publicado: (2023)

Low-dose naltrexone for the induction of remission in patients with mild to moderate Crohn’s disease: protocol for the randomised, double-blinded, placebo-controlled, multicentre LDN Crohn study
por: Paulides, Emma, et al.
Publicado: (2022)

Acupuncture for Crohn’s disease: a protocol for systematic review and meta-analysis
por: Han, Qiang, et al.
Publicado: (2023)

Capecitabine-Induced Terminal Ileitis: Case Report and Literature Review
por: Klimko, Artsiom, et al.
Publicado: (2021)

The Crohn's disease: associated ATG16L1 variant and Salmonella invasion
por: Messer, Jeannette S, et al.
Publicado: (2013)

Impact of comorbidities on anti-TNFα response and relapse in patients with inflammatory bowel disease: the VERNE study
por: Marin-Jimenez, Ignacio, et al.
Publicado: (2020)

Not Everything That Ulcerates Is Crohn's Disease
por: Afecto, Edgar, et al.
Publicado: (2022)

The reproducibility of skeletal muscle signal intensity on routine magnetic resonance imaging in Crohn's disease
por: Spooren, Corinne E.G.M., et al.
Publicado: (2020)

Safety and effectiveness of ustekinumab in Crohn's disease: Interim results of post‐marketing surveillance in Japan
por: Yokoyama, Seiji, et al.
Publicado: (2021)

A novel role of prognostic nutritional index in predicting the effectiveness of infliximab in Crohn's disease
por: Peng, Ziheng, et al.
Publicado: (2023)

Symptomatic Colorectal Cancer Is Associated With Stage IV Diagnosis in Two Disparate Populations
por: Fong, Carmen, et al.
Publicado: (2022)

Phase 1 study on the safety and efficacy of E6011, antifractalkine antibody, in patients with Crohn's disease
por: Matsuoka, Katsuyoshi, et al.
Publicado: (2021)

Predictors of necessity for endoscopic balloon dilatation in patients with Crohn’s disease-related small bowel stenosis
por: Hayashi, Yukie, et al.
Publicado: (2021)

Factors associated with poor compliance amongst hospitalized, predominantly adolescent pediatric Crohn’s disease patients
por: Cohen, Nathaniel A., et al.
Publicado: (2022)

Heterogeneity in pharmacological treatment and outcomes in Crohn’s disease patients in Catalonia: a population-based observational study
por: Brunet, Eduard, et al.
Publicado: (2022)

A Case of Gallbladder Adenocarcinoma Presenting as Mirizzi Syndrome in a Non-Jaundiced Patient With Recent Weight Loss
por: Soca Gallego, Lucia, et al.
Publicado: (2022)

Diagnostic value of the antiglycoprotein-2 antibody for Crohn’s disease: a PRISMA-compliant systematic review and meta-analysis
por: Deng, Chuiwen, et al.
Publicado: (2017)

An Unusual Endoscopic Finding of Gastric Crohn's Disease
por: Garrido, Isabel, et al.
Publicado: (2021)

Lengthening adalimumab dosing interval in quiescent Crohn’s disease patients: protocol for the pragmatic randomised non-inferiority LADI study
por: Smits, L J T, et al.
Publicado: (2020)

Prospective randomised controlled trial of adults with perianal fistulising Crohn’s disease and optimised therapeutic infliximab levels: PROACTIVE trial study protocol
por: Gu, Bonita, et al.
Publicado: (2021)

Test accuracy of drug and antibody assays for predicting response to antitumour necrosis factor treatment in Crohn’s disease: a systematic review and meta-analysis
por: Freeman, Karoline, et al.
Publicado: (2017)

Control Crohn Safe with episodic adalimumab monotherapy as first-line treatment study (CoCroS): study protocol for a randomised controlled trial
por: Janssen, Laura, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_ettpplj6rqsfllej5r78v78lc9