keyword
https://read.qxmd.com/read/38735018/establishing-a-machine-learning-model-based-on-dual-energy-ct-enterography-to-evaluate-crohn-s-disease-activity
#1
JOURNAL ARTICLE
Junlin Li, Gang Xie, Wuli Tang, Lingqin Zhang, Yue Zhang, Lingfeng Zhang, Danni Wang, Kang Li
OBJECTIVES: The simplified endoscopic score of Crohn's disease (SES-CD) is the gold standard for quantitatively evaluating Crohn's disease (CD) activity but is invasive. This study aimed to develop and validate a machine learning (ML) model based on dual-energy CT enterography (DECTE) to noninvasively evaluate CD activity. METHODS: We evaluated the activity in 202 bowel segments of 46 CD patients according to the SES-CD score and divided the segments randomly into training set and testing set at a ratio of 7:3...
May 12, 2024: Insights Into Imaging
https://read.qxmd.com/read/38730658/endoscopic-diagnosis-of-small-bowel-tumor
#2
REVIEW
Tomonori Yano, Hironori Yamamoto
Recent technological advances, including capsule endoscopy (CE) and balloon-assisted endoscopy (BAE), have revealed that small intestinal disease is more common than previously thought. CE has advantages, including a high diagnostic yield, discomfort-free, outpatient basis, and physiological images. BAE enabled endoscopic diagnosis and treatment in the deep small bowel. Computed tomography (CT) enterography with negative oral contrast can evaluate masses, wall thickening, and narrowing of the small intestine...
April 27, 2024: Cancers
https://read.qxmd.com/read/38729816/contrasting-pediatric-specialty-provider-opinion-between-contextualized-and-structured-radiology-reports
#3
JOURNAL ARTICLE
Ashishkumar K Parikh, Susan Palasis, Thai Trinh, Annie Shen, Andrew Jergel, Zhulin He, Stephen B Little, Nadja Kadom
BACKGROUND: Structured reporting (SR) replaced narrative (free text) reporting and utilizes templated headings and subheadings with findings typically based on the anatomy included in the examination. Its use has been widely advocated by radiology and non-radiology organizations as the new reporting standard. There are, however, shortcomings to SR, such as templated text not addressing a specific clinical indication. Contextual reporting (CR) fills this gap. CR is a type of SR which is tailored to a narrow clinical indication by including pertinent positive and negative findings for that specific clinical entity...
May 3, 2024: Current Problems in Diagnostic Radiology
https://read.qxmd.com/read/38724774/prospective-characterization-of-intestinal-mri-intravoxel-incoherent-motion-in-pediatric-and-young-adult%C3%A2-patients-with-newly-diagnosed-small-bowel-crohn-s-disease
#4
JOURNAL ARTICLE
Vinicius de Padua V Alves, Neeraja Mahalingam, Jean A Tkach, Alexander J Towbin, Rebecca Imbus, Lee A Denson, Jonathan R Dillman
BACKGROUND: MRI diffusion-weighted imaging (DWI) is commonly used in MR enterography protocols for assessment of intestinal inflammation in patients with Crohn's disease. The intravoxel incoherent motion (IVIM) approach to DWI has been proposed as a more objective approach, providing quantitative parameters that reflect water diffusivity (D), blood flow (D*), and perfusion fraction (f). PURPOSE: We aimed to determine if DWI-IVIM metrics from the terminal ileum in patients with newly diagnosed Crohn's disease differ from healthy participants and change in response to biologic medical therapy...
May 9, 2024: Abdominal Radiology
https://read.qxmd.com/read/38720468/achieving-high-quality-magnetic-resonance-enterography-is-critical-for-assessing-crohn-s-disease-activity
#5
EDITORIAL
Kyoung Doo Song
No abstract text is available yet for this article.
April 2024: Intestinal Research
https://read.qxmd.com/read/38703189/a-novel-multidisciplinary-machine-learning-approach-based-on-clinical-imaging-colonoscopy-and-pathology-features-for-distinguishing-intestinal-tuberculosis-from-crohn-s-disease
#6
JOURNAL ARTICLE
Baolan Lu, Zengan Huang, Jinjiang Lin, Ruonan Zhang, Xiaodi Shen, Lili Huang, Xinyue Wang, Weitao He, Qiapeng Huang, Jiayu Fang, Ren Mao, Zhoulei Li, Bingsheng Huang, Shi-Ting Feng, Ziying Ye, Jian Zhang, Yangdi Wang
OBJECTIVES: Differentiating intestinal tuberculosis (ITB) from Crohn's disease (CD) remains a diagnostic dilemma. Misdiagnosis carries potential grave implications. We aim to establish a multidisciplinary-based model using machine learning approach for distinguishing ITB from CD. METHODS: Eighty-two patients including 25 patients with ITB and 57 patients with CD were retrospectively recruited (54 in training cohort and 28 in testing cohort). The region of interest (ROI) for the lesion was delineated on magnetic resonance enterography (MRE) and colonoscopy images...
May 4, 2024: Abdominal Radiology
https://read.qxmd.com/read/38702212/local-assessment-and-small-bowel-crohn-s-disease-severity-scoring-using-ai
#7
JOURNAL ARTICLE
Binu E Enchakalody, Ashish P Wasnik, Mahmoud M Al-Hawary, Stewart C Wang, Grace L Su, Brian Ross, Ryan W Stidham
RATIONALE AND OBJECTIVES: We present a machine learning and computer vision approach for a localized, automated, and standardized scoring of Crohn's disease (CD) severity in the small bowel, overcoming the current limitations of manual measurements CT enterography (CTE) imaging and qualitative assessments, while also considering the complex anatomy and distribution of the disease. MATERIALS AND METHODS: Two radiologists introduced a severity score and evaluated disease severity at 7...
May 2, 2024: Academic Radiology
https://read.qxmd.com/read/38693270/deep-learning-in-magnetic-resonance-enterography-for-crohn-s-disease-assessment-a-systematic-review
#8
REVIEW
Ofir Brem, David Elisha, Eli Konen, Michal Amitai, Eyal Klang
Crohn's disease (CD) poses significant morbidity, underscoring the need for effective, non-invasive inflammatory assessment using magnetic resonance enterography (MRE). This literature review evaluates recent publications on the role of deep learning in improving MRE for CD assessment. We searched MEDLINE/PUBMED for studies that reported the use of deep learning algorithms for assessment of CD activity. The study was conducted according to the PRISMA guidelines. The risk of bias was evaluated using the QUADAS-2 tool...
May 1, 2024: Abdominal Radiology
https://read.qxmd.com/read/38669395/perforation-of-barium-sulfate-enterography-in-an-infant-a-case-report
#9
JOURNAL ARTICLE
Yixing Lu, Lixian Mo, Junhong Chen, Wei Peng
RATIONALE: Barium peritonitis is an inflammatory response that occurs when barium accidentally enters the abdominal cavity during a barium test. In extreme circumstances, it has the potential to harm various organs and even result in death. PATIENT CONCERNS: A 3-month-old infant was diagnosed with multiple organ failure after severe barium peritonitis. DIAGNOSIS: Multiple organ dysfunction is associated with barium peritonitis. INTERVENTIONS: The infant underwent surgical intervention and received ventilator support, anti-infection therapy, myocardial nutrition, liver and kidney protection, rehydration, circulation stabilization, and other symptomatic supportive care...
April 26, 2024: Medicine (Baltimore)
https://read.qxmd.com/read/38667499/fecal-calprotectin-in-patients-with-crohn-s-disease-a-study-based-on-the-history-of-bowel-resection-and-location-of-disease
#10
JOURNAL ARTICLE
Jeongkuk Seo, Subin Song, Seung Hwan Shin, Suhyun Park, Seung Wook Hong, Sang Hyoung Park, Dong-Hoon Yang, Byong Duk Ye, Jeong-Sik Byeon, Seung-Jae Myung, Suk-Kyun Yang, Sung Wook Hwang
Fecal calprotectin (FC) is commonly used to assess Crohn's disease (CD) activity. However, standardized cut-off values accounting for bowel resection history and disease location are lacking. In this study, we analyzed data from patients with CD who underwent magnetic resonance enterography, ileocolonoscopy, and FC measurements from January 2017 to December 2018. In 267 cases from 254 patients, the FC levels in the 'operated' patients were higher when the disease was active compared with those who were in the remission group (178 vs...
April 22, 2024: Diagnostics
https://read.qxmd.com/read/38661148/artificial-intelligence-for-quantifying-cumulative-small-bowel-disease-severity-on-ct-enterography-in-crohn-s-disease
#11
JOURNAL ARTICLE
Ryan W Stidham, Binu Enchakalody, Stewart C Wang, Grace L Su, Brian Ross, Mahmoud Al-Hawary, Ashish P Wasnik
OBJECTIVE: Assessing the cumulative degree of bowel injury in ileal Crohn's disease (CD) is difficult. We aimed to develop machine learning (ML) methodologies for automated estimation of cumulative ileal injury on CT-enterography (CTE) to help predict future bowel surgery. METHODS: Adults with ileal CD using biologic therapy at a tertiary care center underwent ML analysis of CTE scans. Two fellowship trained radiologists graded bowel injury severity at granular spatial increments along the ileum (1cm), called mini-segments...
April 25, 2024: American Journal of Gastroenterology
https://read.qxmd.com/read/38651614/risk-factors-for-surgery-in-stricturing-small-bowel-crohn-s-disease-a-retrospective-cohort-study-from-the-getaid-p%C3%A3-diatrique
#12
JOURNAL ARTICLE
Edouard Lacotte, Louis Boujonnier, Christine Martinez-Vinson, Jérôme Viala, Delphine Ley, Stéphanie Coopman, Héloïse Lerisson, Alain Dabadie, Clémentine Dumant-Forrest, Bénédicte Pigneur, Frank Ruemmele, Raphael Enaud, Aurélie Comte, Julie Rebeuh, Valérie Bertrand, Nicolas Caron, Anne Breton, Rémi Duclaux-Loras, Ioana Vasies, Claire Dupont-Lucas
OBJECTIVES: Previous studies have shown rates of surgical resection of up to 41% in stricturing pediatric Crohn's disease. In this retrospective multicenter study, our aims were to identify clinical risk factors and magnetic resonance enterography (MRE) features of small bowel strictures associated with surgery. METHODS: Pediatric patients with symptomatic stricturing small bowel CD (defined as obstructive symptoms or proximal dilatation on MRE) confirmed by MRE between 2010 and 2020 were recruited from 12 French tertiary hospitals...
April 23, 2024: Journal of Pediatric Gastroenterology and Nutrition
https://read.qxmd.com/read/38650481/magnetic-resonance-enterography-findings-46%C3%A2-weeks-after-initiation-of-biological-therapy-predict-long-term-adverse-outcomes-in-crohn-s-disease
#13
JOURNAL ARTICLE
Agnès Fernández-Clotet, Ingrid Ordás, Maria Carme Masamunt, Berta Caballol, Sonia Rodríguez, Marta Gallego, Rebeca Barastegui, Anny Carolina Saavedra, Julián Panés, Elena Ricart, Jordi Rimola
BACKGROUND AND AIMS: Magnetic resonance enterography (MRE) depicts transmural changes in response to biological treatment for Crohn's disease (CD); however, the long-term prognostic significance of these findings is unknown. The primary objective of this study was to identify findings on MRE 46 weeks after initiating biological treatment that predict adverse long-term outcomes. METHODS: Patients with CD underwent MRE 46 weeks after initiating biological treatment and were prospectively followed for 2 years...
April 23, 2024: Alimentary Pharmacology & Therapeutics
https://read.qxmd.com/read/38643503/editorial-foretelling-the-future-emerging-role-of-magnetic-resonance-enterography-as-a-prognostic-tool-in-crohn-s-disease
#14
EDITORIAL
Siri A Urquhart, Joel G Fletcher, David H Bruining
No abstract text is available yet for this article.
April 21, 2024: Alimentary Pharmacology & Therapeutics
https://read.qxmd.com/read/38626734/small-bowel-gastrointestinal-stromal-tumors-the-value-of-ct-enterography-in-assessing-pathological-aggressiveness
#15
JOURNAL ARTICLE
Huijuan Tu, Qiqi Chen, Jianchun Tu, Bingqing Dong, Feng Zhu, Shiyu Wang, Yanmiao Dai, Xu Chen
OBJECTIVE: This study aimed to characterize the computed tomography (CT) enterography features of the small bowel gastrointestinal stromal tumors (GIST) and to determine the association with pathological aggressiveness. METHODS: Computed tomography enterography images of 30 patients with the histologically confirmed small bowel GIST were retrospectively enrolled. Tumor size, location, border, growth pattern, enhancement pattern, necrosis, calcification, ulceration, internal air, nodal metastasis, liver metastasis, peritoneal metastasis, and draining vein were evaluated...
April 15, 2024: Journal of Computer Assisted Tomography
https://read.qxmd.com/read/38618379/unveiling-the-chameleon-a-case-report-on-acute-intermittent-porphyria
#16
Manish Shrestha, Shefali Amin, Christopher Reggio, Arpan Pokhrel, Salina Munankami, Jakob Nypaver, Riju Gupta, Anthony Donato
Acute intermittent porphyria (AIP) is a rare autosomal dominant metabolic disorder with low penetrance, often presenting with a broad spectrum of clinical manifestations. Acute neurovisceral attacks commonly occur in young women, mimicking signs and symptoms of other medical and psychiatric conditions, thus delaying the diagnosis. We present the case of an 18-year-old female college student with recurrent hospitalizations for intractable abdominal pain, now again with pain and new subjective hematuria. The patient had previously undergone an endoscopy/colonoscopy with negative biopsies and serologies for acute pathology, including celiac disease...
March 2024: Curēus
https://read.qxmd.com/read/38600228/prediction-of-pathological-activity-in-crohn-s-disease-based-on-dual-energy-ct-enterography
#17
JOURNAL ARTICLE
Hai-Fei Zhou, Wei Chen, Jing-Qi Li, Gen-Ji Bai, Li-Li Guo
PURPOSE: To explore the feasibility of predicting the pathological activity of Crohn's disease (CD) based on dual-energy CT enterography (DECTE). METHODS: The clinical, endoscopic, imaging and pathological data of 55 patients with CD scanned by DECTE were retrospectively analyzed; the pathological results were used as a reference standard to classify the diseased bowel segments into active and inactive phases. The normalized iodine concentration (NIC), energy-spectrum curve slope K, dual energy index (DEI), fat fraction (FF) of the arterial phases and venous phases were compared...
April 10, 2024: Abdominal Radiology
https://read.qxmd.com/read/38598964/influence-of-diffusion-weighted-imaging-and-contrast-enhanced-t1-sequences-on-the-diagnostic-accuracy-of-magnetic-resonance-enterography-for-crohn-s-disease
#18
JOURNAL ARTICLE
Gauraang Bhatnagar, Sue Mallett, Richard Beable, Rebecca Greenhalgh, Rajapandian Ilangovan, Hannah Lambie, Evgenia Mainta, Uday Patel, François Porté, Harbir Sidhu, Arun Gupta, Anthony Higginson, Andrew Slater, Damian Tolan, Ian Zealley, Steve Halligan, Stuart A Taylor
OBJECTIVES: To evaluate the additional diagnostic benefit of diffusion weighted imaging (DWI) and contrast enhanced (CE) images during MR enterography (MRE) of Crohn's disease. METHODS: Datasets from 73 patients (mean age 32; 40 male) (28 new-diagnosis, 45 relapsed) were read independently by two radiologists selected from a pool of 13. Radiologists interpreted datasets using three sequential sequence blocks: (1) T2 weighted and steady state free precession gradient echo (SSFP) images alone (T2^); (2) T2 weighted and SSFP images with DWI (T2 + DWI^) and; (3) T2 weighted images, SSFP, DWI and post-contrast enhanced (CE) T1 images (T2 + DWI + CE^), documenting presence, location, and activity of small bowel disease...
April 5, 2024: European Journal of Radiology
https://read.qxmd.com/read/38571545/diagnostic-value-of-apparent-diffusion-coefficient-of-psoas-muscles-for-evaluating-complications-in-patients-with-crohn-s-disease
#19
JOURNAL ARTICLE
Bohdan Melekh, Felix Barajas Ordonez, Oksana Melekh, Wiebke Flintrop, Maciej Pech, Alexey Surov
AIM: To assess the association of the apparent diffusion coefficient (ADC) of the psoas muscles and psoas muscle index (PMI) with the activity and behaviour of Crohn's disease (CD). MATERIAL AND METHODS: This was a retrospective study of 88 CD patients who underwent magnetic resonance enterography. Patients were classified according to the Montreal Classification in uncomplicated (non-stricturing, non-penetrating, B1), and complicated (structuring [B2] and penetrating disease [B3])...
2024: Przegla̜d Gastroenterologiczny
https://read.qxmd.com/read/38554104/magnetic-resonance-enterography-and-intestinal-ultrasound-for-the-assessment-and-monitoring-of-crohn-s-disease
#20
JOURNAL ARTICLE
Shankar Kumar, Isabelle De Kock, William Blad, Richard Hare, Richard Pollok, Stuart A Taylor
Magnetic resonance enterography (MRE) and intestinal ultrasound (IUS) have developed rapidly in the last few decades, emerging as the primary non-invasive options for both diagnosing and monitoring Crohn's disease (CD). In this review, we evaluate the pertinent data relating to the use of MRE and IUS in CD. We summarise the key imaging features of CD activity, highlight their increasing role in both the clinical and research settings, and discuss how these modalities fit within the diagnostic pathway. We discuss how they can be used to assess disease activity and treatment responsiveness, including the emergence of activity scores for standardised reporting...
March 30, 2024: Journal of Crohn's & Colitis
keyword
keyword
25454
1
2
Fetch more papers »
Fetching more papers... Fetching...
Remove bar
Read by QxMD icon Read
×

Save your favorite articles in one place with a free QxMD account.

×

Search Tips

Use Boolean operators: AND/OR

diabetic AND foot
diabetes OR diabetic

Exclude a word using the 'minus' sign

Virchow -triad

Use Parentheses

water AND (cup OR glass)

Add an asterisk (*) at end of a word to include word stems

Neuro* will search for Neurology, Neuroscientist, Neurological, and so on

Use quotes to search for an exact phrase

"primary prevention of cancer"
(heart or cardiac or cardio*) AND arrest -"American Heart Association"

We want to hear from doctors like you!

Take a second to answer a survey question.