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Turki A, Obaid AM, Bellaaj H, Ksantini M, AlTaee A. UIdataGB: Multi-Class ultrasound images dataset for gallbladder disease detection. Data Brief 2024; 54:110426. [PMID: 38708300 PMCID: PMC11068544 DOI: 10.1016/j.dib.2024.110426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 04/09/2024] [Accepted: 04/11/2024] [Indexed: 05/07/2024] Open
Abstract
Artificial Intelligence (AI) allows computers to self-develop decision-making algorithms through huge data analysis. In medical investigations, using computers to automatically diagnose diseases is a promising area of research that could change healthcare strategies worldwide. However, it can be challenging to reproduce or/and compare various approaches due to the often-limited datasets comprising medical images. Since there is no open access dataset for the Gallbladder (GB) organ, we introduce, in this study, a large dataset that includes 10,692 GB Ultrasound Images (UI) acquired at high resolution from 1,782 individuals. These UI include many disease types related to the GB, and they are organized around nine important anatomical landmarks. The data in this collection can be used to train machine learning (ML) and deep learning (DL) models for computer-aided detection of GB diseases. It can also help academics conduct comparative studies and test out novel techniques for analyzing UI to explore the medical domain of GB diseases. The objective is then to help move medical imaging forward so that patients get better treatment.
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Affiliation(s)
- Amina Turki
- CEMLab, National Engineering School of Sfax, University of Sfax, Tunisia
| | - Ahmed Mahdi Obaid
- National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia
| | - Hatem Bellaaj
- ReDCAD, National Engineering School of Sfax, University of Sfax, Sfax 3029, Tunisia
| | - Mohamed Ksantini
- CEMLab, National Engineering School of Sfax, University of Sfax, Tunisia
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Lahham EE, Ghweir AA, Alsalah QA, Alsahouri MI, AlQadi M. A Case of Asymptomatic Perforated Gangrenous Cholecystitis in a Diabetic Patient: A Critical Condition. Cureus 2023; 15:e48014. [PMID: 38034240 PMCID: PMC10687379 DOI: 10.7759/cureus.48014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2023] [Indexed: 12/02/2023] Open
Abstract
Gangrenous cholecystitis (GC) is a severe form of acute cholecystitis (AC) with ischemia and necrosis of the gallbladder (GB) wall. Patients with GC are sicker than the usual AC patients, and their surgical treatment is more complex and linked with a higher risk of morbidity and mortality. Typically, the first imaging modality used to assess patients with clinically suspected AC is ultrasound. However, if the ultrasound results were inconclusive, a CT scan might help evaluate these individuals. Our study presents a 62-year-old male who presented with mild right upper quadrant discomfort. However, an abdominal computed tomography CT scan showed a pericholecystic fluid collection with a sign of GB perforation that was managed with subtotal cholecystectomy. Five days after the operation, the patient was discharged to home in excellent condition.
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Affiliation(s)
- Elias E Lahham
- Department of Radiation Oncology, Augusta Victoria Hospital, Jerusalem, PSE
| | | | - Qusai A Alsalah
- Faculty of Medicine, Palestine Polytechnic University, Hebron, PSE
| | | | - Mohammad AlQadi
- Faculty of Medicine, Palestine Polytechnic University, Hebron, PSE
- Department of General Surgery, Beit-Jala Governmental Hospital, Bethlehem, PSE
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Katsumata R, Manabe N, Urano T, Tanikawa T, Ishii K, Ayaki M, Fujita M, Suehiro M, Fujiwara H, Monobe Y, Kamada T, Yamatsuji T, Naomoto Y, Haruma K, Kawamoto H. Asymptomatic gangrenous cholecystitis diagnosed using contrast-enhanced ultrasonography in a patient with pancreatic cancer. Radiol Case Rep 2022; 17:2309-2314. [PMID: 35570858 PMCID: PMC9095665 DOI: 10.1016/j.radcr.2022.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 04/02/2022] [Indexed: 10/25/2022] Open
Abstract
A 72-year-old female without abdominal symptoms visited our hospital for routine follow-up while undergoing pancreatic cancer treatment (using TS-1). Her vital signs were normal, and her abdomen was soft and non-tender. Blood test revealed elevated C-reactive protein levels with normal white blood cell count. Computed tomography was performed for follow-up of pancreatic cancer. Contrast-enhanced computed tomography showed partial discontinuity and irregular thickness of the gallbladder wall; however, a definitive diagnosis was not obtained due to unclear imaging. Contrast-enhanced transabdominal ultrasonography revealed intraluminal membranes in the gallbladder and a perfusion defect at the bottom, indicating gangrenous cholecystitis. Surgical resection was performed, and pathological examination showed severe necrosis of the gallbladder wall, consistent with the findings of contrast-enhanced transabdominal ultrasonography.
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Affiliation(s)
- Ryo Katsumata
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Noriaki Manabe
- Department of Clinical Pathology and Laboratory Medicine, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Takashi Urano
- Department of General Surgery, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Tomohiro Tanikawa
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Katsunori Ishii
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Maki Ayaki
- Department of Clinical Pathology and Laboratory Medicine, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Minoru Fujita
- Department of Clinical Pathology and Laboratory Medicine, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Mitsuhiko Suehiro
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Hideyo Fujiwara
- Department of Pathology, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Yasumasa Monobe
- Department of Pathology, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Tomoari Kamada
- Department of Health Care Medicine, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Tomoki Yamatsuji
- Department of General Surgery, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Yoshio Naomoto
- Department of General Surgery, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange Kita-ku, Okayama City, Okayama 700-8505, Japan
| | - Ken Haruma
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Hirofumi Kawamoto
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama, Japan
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Mehrzad M, Jehle CC, Roussel LO, Mehrzad R. Gangrenous cholecystitis: A silent but potential fatal disease in patients with diabetic neuropathy. A case report. World J Clin Cases 2018; 6:1007-1011. [PMID: 30568955 PMCID: PMC6288495 DOI: 10.12998/wjcc.v6.i15.1007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 11/08/2018] [Accepted: 11/15/2018] [Indexed: 02/05/2023] Open
Abstract
Gangrenous cholecystitis (GC) is a severe and potentially deadly complication of acute cholecystitis. We present a 83-year-old gentleman with a past medical history of type 2 diabetes mellitus with significant associated neuropathy, presenting to a community hospital in a major metropolitan area with 10 days nausea and vomiting and a benign abdominal exam. While the patient was admitted for hyperglycemia, he was subsequently found to have severe GC requiring urgent surgical intervention.
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Affiliation(s)
- Melorin Mehrzad
- Department of Plastic and Reconstructive Surgery, Rhode Island Hospital, Brown University, Providence, RI 02903, United States
| | - Charles C Jehle
- Department of Plastic and Reconstructive Surgery, Rhode Island Hospital, Brown University, Providence, RI 02903, United States
| | - Lauren O Roussel
- Department of Plastic and Reconstructive Surgery, Rhode Island Hospital, Brown University, Providence, RI 02903, United States
| | - Raman Mehrzad
- Department of Plastic and Reconstructive Surgery, Rhode Island Hospital, Brown University, Providence, RI 02903, United States
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Yap D, Rasheed A, Rashid M. Dual pathology-An unreported case. Int J Surg Case Rep 2015; 17:164-6. [PMID: 26657530 PMCID: PMC4701805 DOI: 10.1016/j.ijscr.2015.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Revised: 11/04/2015] [Accepted: 11/04/2015] [Indexed: 11/30/2022] Open
Abstract
We present an unreported idiopathic spontaneous gallbladder necrosis. Unreported dual pathology of gallbladder necrosis and Meckel’s diverticulum. Differential diagnosis of gallbladder necrosis. Literature review on gallbladder necrosis.
Introduction Symptomatic biliary disease in children and young adults requiring surgical intervention are uncommon. However even rarer is the occurrence of a spontaneous gallbladder necrosis in a child. We report a case of spontaneous necrosis in a child with no apparent causative factors. Case Fit and well 16 year-old boy presented with acute generalized lower abdominal pain. Examination revealed mild epigastric pain with rebound tenderness and guarding of the right iliac fossa. Diagnostic laparoscopy showed a necrotic gallbladder and incidental finding of a Meckel’s diverticulum. He had a cholecystectomy and Meckel’s diverticulum resection. Patient recovered uneventfully and was discharged home. He was reviewed 2 months later and recovered well with no evidence of any post-operative complication. He was discharged without any further follow up. Discussion Gall bladder necrosis is a rare cause of an acute abdomen. We present the first reported case of a spontaneous gallbladder necrosis with no apparent cause. Literature review showed various causes of gall bladder necrosis including trauma, acalculous cholecystitis, gallbladder torsion, gangrenous cholecystitis and etc. Conclusion We report a case of spontaneous gallbladder necrosis in a young healthy male with no family history of thrombotic disorders or any history of sepsis, intervention, trauma and no obvious underlying anatomical or histological abnormalities. This is an exceedingly rare pathology and one would be forgiven for not including it on the list of a differential diagnosis in such circumstance. However it is important to send tissue sample to exclude any underlying histological aetiological factors.
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Affiliation(s)
- Darren Yap
- Department of Upper GI Surgery, Royal Gwent Hospital, Cardiff Road, Newport NP20 2UB, United Kingdom.
| | - Ashraf Rasheed
- Department of Upper GI Surgery, Royal Gwent Hospital, Cardiff Road, Newport NP20 2UB, United Kingdom.
| | - Majid Rashid
- Department of Histopathology, Royal Gwent Hospital, Cardiff Road, Newport NP20 2UB, United Kingdom.
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Lee SK, Lee SC, Park JW, Kim SJ. The utility of the preoperative neutrophil-to-lymphocyte ratio in predicting severe cholecystitis: a retrospective cohort study. BMC Surg 2014; 14:100. [PMID: 25428640 PMCID: PMC4280770 DOI: 10.1186/1471-2482-14-100] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 11/11/2014] [Indexed: 02/08/2023] Open
Abstract
Background To evaluate whether the neutrophil-to-lymphocyte ratio (NLR), as a prognostic indicator, in patients can differentiate between simple and severe cholecystitis. Methods A database of 632 patients who underwent cholecystectomy due to cholecystitis during approximately a seven-year span in a single institution was evaluated. Severe cholecystitis was defined when the cholecystitis was complicated by secondary changes, including hemorrhage, gangrene, emphysema, and perforation. The NLR was calculated at admission as the absolute neutrophil count divided by the absolute lymphocyte count. We used receiver operating characteristic curve analysis to identify the optimal value for the NLR in relation to the severity of cholecystitis. Thereafter, the differences in clinical manifestations according to the NLR cut-off value were investigated. Results Our study population comprised 503 patients with simple cholecystitis (79.6%) and 129 patients with severe cholecystitis (20.4%). The NLR of 3.0 could predict severe cholecystitis with 70.5% sensitivity and 70.0% specificity. A higher NLR (≥3.0) was significantly associated with older age (p =0.001), male gender (p =0.001), admission via the emergency department (p <0.001), longer operation time (p <0.001), higher incidence of postoperative complications (p =0.056), and prolonged length of hospital stay (LOS) (p <0.001). Multivariate analysis found that patient age ≥50 years (odds ratio [OR]: 2.312, 95% confidence interval [CI]: 1.472–3.630, p <0.001), preoperative NLR ≥3.0 (OR: 1.876, 95% CI: 1.246–2.825, p =0.003), and admission via the emergency department (OR: 1.764, 95% CI: 1.170–2.660, p =0.007) were independent factors associated with prolonged LOS. Conclusions NLR ≥3.0 was significantly associated with severe cholecystitis and prolonged LOS in patients undergoing cholecystectomy. Therefore, preoperative NLR in patients undergoing cholecystits due to cholecystitis seemed to be a useful surrogate marker for severe cholecystitis.
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Affiliation(s)
| | | | | | - Say-June Kim
- Department of Surgery, Daejeon St, Mary's Hospital, College of Medicine, the Catholic University of Korea, Daeheung-dong 520-2, Joong-gu, Daejeon, Republic of Korea.
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Corr P. Sonography of gangrenous cholecystitis. J Emerg Trauma Shock 2012; 5:82-3. [PMID: 22416162 PMCID: PMC3299162 DOI: 10.4103/0974-2700.93112] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2011] [Accepted: 02/13/2011] [Indexed: 11/04/2022] Open
Abstract
Gangrenous cholecystitis is an acute surgical emergency, which requires early cholecystectomy. Differentiation of patients with gangrenous cholecystitis from those with non-gangrenous cholecystitis can be difficult, both clinically and with imaging. Careful attention to the following sonographic signs suggests the presence of gangrenous cholecystitis decreased focal wall perfusion on Color Doppler, irregular gall bladder mucosal outline, gall bladder wall thickening with signs of de-lamination, gas within the gall bladder, absence of calculi, and large peri-cholecystic collections. Both sonogram with color flow imaging and contrast-enhanced Computed tomography are complementary investigations to establish this important diagnosis in critically ill patients.
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Affiliation(s)
- Peter Corr
- Department of Radiology, Faculty of Medicine, UAE University, PO Box 17666, AL AIN, United Arab Emirates
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Chaudhry S, Hussain R, Rajasundaram R, Corless D. Gangrenous cholecystitis in an asymptomatic patient found during an elective laparoscopic cholecystectomy: a case report. J Med Case Rep 2011; 5:199. [PMID: 21600009 PMCID: PMC3127841 DOI: 10.1186/1752-1947-5-199] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2010] [Accepted: 05/21/2011] [Indexed: 12/14/2022] Open
Abstract
Introduction Gangrenous cholecystitis is a severe complication of acute cholecystitis. We present an unusual case of gangrenous cholecystitis which was totally asymptomatic, with normal pre-operative parameters, and was discovered incidentally during a laparoscopic cholecystectomy. We have not found any similar cases in the published literature. Case presentation A 79-year-old British Caucasian man presented initially with acute cholecystitis which responded to conservative management. After six weeks he was asymptomatic and had normal blood parameters. An elective laparoscopic cholecystectomy was performed and our patient was found to have a totally gangrenous gall bladder. Conclusion It is important to keep a high index of suspicion for the diagnosis of gangrenous cholecystitis in order to avoid potentially serious complications.
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Affiliation(s)
- Sunil Chaudhry
- Department of Histopathology, Royal Victoria Infirmary/NHS, Newcastle Upon Tyne, NE1 4LP, UK.
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Ananian C, Dunn A, Mansourian V, Caride VJ. Scintigraphic Gallbladder Visualization With Gangrenous Acalculous Cholecystitis. Clin Nucl Med 2006; 31:701-3. [PMID: 17053389 DOI: 10.1097/01.rlu.0000242700.10483.08] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Hepatobiliary scintigraphy evaluates the biliary clearance of Tc-99m-labeled iminodiacetic acid agents (Tc-99m IDA) and has a high sensitivity and specificity for the diagnosis of acute cholecystitis. False-negative studies are extremely rare. We describe an apparently normal nonmorphine-augmented hepatobiliary study in gangrenous acalculous cholecystitis. Based on clinical findings, computed tomography, and ultrasound demonstration of a dilated gallbladder, a cholecystectomy was performed. Pathologic examination of the gallbladder revealed acute gangrenous cholecystitis with culture positive for Klebsiella pneumoniae.
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Affiliation(s)
- Christopher Ananian
- Nuclear Medicine, Department of Radiology, Hospital of Saint Raphael, Yale University School of Medicine, New Haven, CT 06511, USA.
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