An Evolutionary Federated Learning Approach to Diagnose Alzheimer’s Disease Under Uncertainty by Nanziba Basnin, Tanjim Mahmud, Raihan Ul Islam, Karl Andersson

“…<b>Methods:</b> To scale this system to larger environments, such as hospital settings, and to ensure the sustainability, security, and privacy of sensitive data, this research employs both deep learning and federated learning frameworks. MRI images are pre-processed and fed into a convolutional neural network (CNN), which generates a prediction file. …”
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Right-sided superior vena cava draining into the left atrium in a patient with persistent left-sided superior vena cava emptying into the right atrium: a case report by Lamia Jamjoom

“…Following the discovery of right-to-left shunt on cardiac CT, a transesophageal echocardiogram and a cardiac MRI were booked. However, the patient left against medical advice to go back to his home country and seek medical care there. …”
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Evaluation of Imaging Windows for Tau PET Imaging Using F-PI2620 in Cognitively Normal Individuals, Mild Cognitive Impairment, and Alzheimer’s Disease Patients by Chanisa Chotipanich, Monchaya Nivorn, Anchisa Kunawudhi, Chetsadaporn Promteangtrong, Natphimol Boonkawin, Attapon Jantarato

“…Co-registration was applied between the dynamic acquisition PET and T1-weighted MRI to delineate various cortical regions. The standardized uptake value ratio (SUVR) was used for quantitative analysis. …”
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Assessing the documentation of publicly available medical image and signal datasets and their impact on bias using the BEAMRAD tool by Maria Galanty, Dieuwertje Luitse, Sijm H. Noteboom, Philip Croon, Alexander P. Vlaar, Thomas Poell, Clara I. Sanchez, Tobias Blanke, Ivana Išgum

“…Drawing on existing guidelines, we first developed a BEAMRAD tool to assess the documentation of public Magnetic Resonance Imaging (MRI); Color Fundus Photography (CFP), and Electrocardiogram (ECG) datasets. …”
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INJURIES DURING THE COVID-19 PANDEMIC IN THE 2021 PAULISTA SOCCER CHAMPIONSHIP IN BRAZIL by Gustavo Gonçalves Arliani, Danilo José Leite Gomes, Paulo Henrique Schmidt Lara, Jorge Roberto Pagura, Moisés Cohen

“…Most injuries occurred in the lower limbs; muscle sprains were the most common type of injury, followed by sprains and fractures. MRI was the most commonly requested examination; and most injuries were classified as moderate. …”
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Changes in Paraspinal Muscles and Facet Joints after Minimally Invasive Posterior Lumbar Interbody Fusion Using the Cortical Bone Trajectory Technique: A Prospective Study by Yue Li, Yuxiang Chen, Yuzeng Liu, Yong Hai, Xinuo Zhang, Li Guan, Tianqing Zhang

“…Magnetic resonance imaging (MRI) was performed a year after surgery. The erector spinae (ES) muscle area, volume, and fat infiltration (FI) on the surgical and adjacent segments were evaluated using the thresholding method, and the degree of adjacent facet joint degeneration was calculated using the Weishaupt scale. …”
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Eribulin Provides a Remarkable Effect in Trabectedin-Resistant Myxoid Liposarcoma by Hironari Tamiya, Hideaki Sabe, Katsunari Yamashita, Yoshinori Imura, Toru Wakamatsu, Satoshi Takenaka

“…At initial presentation, the tumor was 18.7 cm in diameter, and the magnetic resonance imaging (MRI) showed a malignant lipomatous tumor with a myxoid component. …”
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Large Mucocele of the Appendix at Laparoscopy Presenting as an Adnexal Mass in a Postmenopausal Woman: A Case Report by Elvira Paladino, Maria Bellantone, Francesca Conway, Francesco Sesti, Emilio Piccione, Adalgisa Pietropolli

“…A 79-year-old female was referred to our Gynecologic Department presenting with a pelvic magnetic resonance imaging (MRI), showing an adnexal mass, later confirmed at the pelvic examination. …”
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Elective Cesarean Section during Preterm Prevents Pulmonary Hypoplasia Development in Potter Sequence by Yuya Kinoshita, Rieko Sakamoto, Yusuke Hattori, Keishiro Furuie, Shohei Kuraoka, Yuko Hidaka, Hiroshi Tamura, Hiroshi Mitsubuchi, Kimitoshi Nakamura

“…Fetal ultrasound at GA of 26 weeks 4 days showed oligohydramnios, multilocular cystic lesions in the left kidney, and an absent right kidney. Prenatal fetal MRI at GA of 33 weeks and 3 days showed pulmonary hypoplasia, and the ratio of fetal lung volume (FLV) to fetal body weight (FBW) was 0.0135 ml/g. …”
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Localized Pigmented Villonodular Synovitis of the Posterior Knee Compartment with Popliteal Vessel Compression: A Case Report of Arthroscopic Resection Using Only Anterior Knee Por... by Jack Daoud, Dany Aouad, Youssef Hassan, Georges El Rassi

“…This was directly followed by knee joint blockage for 1-week duration before presentation to the hospital. On MRI, she was found to have a multiloculated hemosiderin-containing structure of synovial origin within the femoral notch, extending beyond the joint capsule displacing the popliteal vessels. …”
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Whole-brain gray matter volume and fractional anisotropy of the posterior thalamic radiation and sagittal stratum in healthy adults correlate with the local environment by Keisuke Kokubun, Kiyotaka Nemoto, Toshiharu Ikaga, Yoshinori Yamakawa

“…In this study, we combined magnetic resonance imaging (MRI) brain analysis with a questionnaire survey on the local environment in 141 healthy middle-aged men and women. …”
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Usage of the HINTS exam and neuroimaging in the assessment of peripheral vertigo in the emergency department by Alexandra E. Quimby, Edmund S. H. Kwok, Daniel Lelli, Peter Johns, Darren Tse

“…Of patients presenting to the ED with dizziness and vertigo and a final diagnosis of non-central vertigo, 139 (36.6%) received neuroimaging in the form of CT, CT angiography, or MRI. Of patients who did not undergo neuroimaging, 17 (7.1%) had a bedside HINTS exam performed. …”
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Functional Connectivity Analysis of NIRS Data under Rubber Hand Illusion to Find a Biomarker of Sense of Ownership by Naoki Arizono, Yuji Ohmura, Shiro Yano, Toshiyuki Kondo

“…Although studies with neuroimaging technique, such as fMRI, revealed that several brain areas are associated with the sense of ownership, near-infrared spectroscopy (NIRS) has not yet been utilized. …”
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Clival Ectopic Pituitary Adenoma Mimicking a Chordoma: Case Report and Review of the Literature by Constantine L. Karras, Isaac Josh Abecassis, Zachary A. Abecassis, Joseph G. Adel, Esther N. Bit-Ivan, Rakesh K. Chandra, Bernard R. Bendok

“…A 41-year-old male presented with an incidental clival lesion presumed to be a chordoma. On MRI it involved the entire clivus, extended laterally to the petroclival junction, and invaded the cavernous sinuses bilaterally, encasing both internal carotid arteries, without direct extension into the sella. …”
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The Rare Large Common Peroneal Nerve’s Schwannoma—A Case Report and Literature Review by Rudiansyah Harahap, Nurmaliannysa Dwinandia Harahap

“…A thorough early examination includes correct and systematic anamnesis, physical examination, and neurological evaluation such as paraesthesia, hypoesthesia, and Tinel’s sign; also, additional examinations, such as radiographic, ultrasound, and MRI, are needed for early detection of schwannoma so that delays in diagnosis and surgery can be avoided to prevent neurological deficits.…”
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German Bowel Cancer Center: An Attempt to Improve Treatment Quality by Olof Jannasch, Andrej Udelnow, Stefanie Wolff, Hans Lippert, Pawel Mroczkowski

“…Patients of noncertified hospitals had higher ASA-scores, higher prevalence of risk factors, more distant metastases, lower tumour localization, lower frequency of pelvic MRI, and higher frequencies of missing values and undetermined TNM classifications (significant differences only). …”
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Three-dimensional sonographic findings of diprosopus: a case report and literature review by Qiao Zhou, Enbo Sha, Qian Ding, Chunli Jing

“…The facial features of the newborn were consistent with the 3D ultrasound imaging, and the appearance of the trunk and limbs was normal. Both CT and MRI scans confirmed the diagnosis of diprosopus. …”
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Unusual Presentation of Large Retroperitoneal Lipoma in a 3-Year-Old Child: A Case Report by Mesfin Wubishet, Betre Shimelis, Workye Tigabie, Ashenafi Lemma

“…Radiologic imaging, particularly CT and MRI scans, are essential diagnostic tools for identifying these tumors. …”
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Autologous Bone Marrow-Derived Chondrocytes for Patients with Knee Osteoarthritis: A Randomized Controlled Trial by Mir Sadat-Ali, Abdallah S. AlOmran, Sulaiman A. AlMousa, Hasan N. AlSayed, Khalid W. AlTabash, Mohammed Q. Azam, Tarek M. Hegazi, Sadananda Acharya

“…To assess the cartilage regeneration of the damaged cartilage, magnetic resonance imaging (MRI) was used. Results. There were a total of 60 patients who were followed up. …”
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Verbal Memory Impairments in Children after Cerebellar Tumor Resection by Matthew P. Kirschen, Mathew S. Davis-Ratner, Marnee W. Milner, S. H. Annabel Chen, Pam Schraedley-Desmond, Paul G. Fisher, John E. Desmond

“…Verbal working memory (VWM) tasks were administered to children following surgical resection of cerebellar pilocytic astrocytomas and age-matched controls. Anatomical MRI scans were used to quantify the extent of cerebellar lobular damage from each patient's resection. …”
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