MRI parotid gland planning

Multiparametric Magnetic Resonance Imaging for the

At MRI, primary lymphoma of the parotid gland usually has homogeneous intermediate signal intensity on T1- and T2-weighted images, with uniform enhancement of the gland on postcontrast images. Associated cervical lymphadenopathy will be evident at MR imaging ( Fig 18 ) ( 5 ) Modern imaging plays a key role in discriminating benign parotid lesion (BPL) and malignant parotid tumour (MPT), selecting appropriate surgical strategy and making radiation therapy plan. 1 High-resolution ultrasonography, CT and conventional MRI are primary imaging modalities. MRI is superior in demonstrating the interface of lesion and surrounding tissue without radiation exposure An accurate preoperative diagnosis of parotid tumors is essential for selection and planning of the surgical treatment, used in the most cases of parotid tumors. Many previous studies have shown that the modern cross-sectional imaging and cytologic investigations can support the preoperative differential diagnosis of parotid tumors If MRI findings for parotid gland tumors show homogenous T2 hyperintensity, well-circumscribed borders and solid contrast enhancement, diagnosis of PA is straightforward. However, a significant proportion of PA cases have indeterminate imaging features (heterogenous intermediate to low-intensity on T2WI), which overlap with those for malignant lesions, and this explains the low sensitivity of 43.9%[ 21 ]

Plan the sagittal slices on the axial plane; angle the position block parallel to midline of the brain. Check the positioning block in the other two planes. An appropriate angle must be given in the coronal plane on a tilted head (parallel to the line along 3rd ventricle and brain stem) The appearance of the parotid gland on cross-sectional imaging is largely dependent upon the extent to which its parenchyma is replaced by fat. The gland may be completely fatty in appearance (hypodense on CT, hyperintense on T1-weighted MRI) in patients with hyperlipidemia and sialosis (Fig. 6.3). T1-weighted MRI without contrast is perhaps the most useful sequence for delineation of the margins of a parotid lesion parotid gland abscesses or sialolithiasis (5), which may manifest as fever, pain, and swelling of the affected parotid gland, with worsening of symp-toms when salivary flow is stimulated. MRI is the standard of reference for charac-terizing parotid lesions (10-12). A specific MRI protocol targeted to the parotid region help

MR and CT are the most-used imaging studies to evaluate an acute parotid-region infection. CT is preferred for its simplicity and to avoid the insensitivity of magnetic resonance imaging (MRI) to stones both within the ductal system and the parenchyma . The dimension of ductal system visualization added by MR sialography is typically not of enough critical value in cases of acute inflammation to supplant CT Join Dr. David Yousem as he teaches the anatomy of the parotid, submandibular, and sublingual major salivary glands. In addition, learn the minor salivary glands that populate throughout the aerodigestive system. Dr. Yousem takes a comprehensive look at the benign and malignant neoplasms that can affect major and minor salivary glands, before finally delving into inflammatory lesions enlarged lymphatic nodes may suggest malignancy of the parotid gland tumor. MRI protocol The MRI protocol for the assessment of parotid gland tumors includes: T1 weighted spin-echo sequences in the transverse and coronal plans; T2 weighted Fast spin-echo sequence in the transverse and coronal plan

MR Imaging of Parotid Tumors: Typical Lesion

Invasion of local structures (CT / MRI) Recurrence of benign or malignant tumours (MRI) Neurological deficits e.g. facial nerve to determine extent of perineural invasion (MRI with Gd) Metastases to parotid gland (skin, conjunctiva), to plan selective vs therapeutic neck dissection (US / CT / MRI SUMMARY: Parotid gland oncocytoma is an uncommon, benign salivary neoplasm composed of mitochondria-rich oncocytes. The purpose of this study was to correlate MR imaging and histopathology of parotid gland oncocytomas and to define the features that may distinguish these neoplasms from other benign and malignant parotid gland tumors. The MR imaging features in 9 patients with a pathologic.

Parotid gland tumours: CT, MRI features and

  1. or salivary gland tumor
  2. g imaging tests for salivary gland tumors associated with the mouth is usually after taking tissue samples from the tumor. A doctor who suspects a sublingual salivary gland tumor by exa
  3. The irradiated parotid glands showed dose-dependent perfusion changes, suggesting that quantitative DCE-MRI is a potential tool for investigating parotid gland perfu- Acta Oncol Downloaded from informahealthcare.com by on 05/20/14 sion changes after RT
  4. Axial T2WI FS MR shows high-signal masses within both parotid glands. These represent cystic dilatation of the intraglandular ducts in Sjögren syndrome but are indistinguishable from lymphoepithelial lesions in HIV. Axial CECT shows multiple calcifications in parotid glands that have a multilobular configuration with fatty involution. Lobules of edematous glandular tissue with intervening fat and scattered calculi are characteristic of Sjögren syndrome
  5. A mass was found in 27 patients; in 11 of these patients, disease was extrinsic to the salivary gland. MRI diagnosis of tumour was correct in all patients and MRI was a reliable investigation for planning surgical resection. No mass was found in 23 patients, 8 of whom had normal appearances

MRI-Based Radiomics to Differentiate between Benign and

  1. in characterization of parotid gland tumors. Keywords: Parotid gland, MRI, DWI, DCE-MRI Background Salivary gland tumors (SGTs) account for nearly 3% of tumors that occur in the maxillofacial region; about 80% of all SGTs are found in the parotid gland with an inci-dence of malignancy within the parotid gland tumors about 20%
  2. Parotid gland tumors are mostly treated surgically, but the extent of parotidectomy is decided upon preoperative work-up information. Magnetic Resonance Imaging (MRI) provides the best morphological description of the lesion, which is helpful to the surgeon for the planning of the intervention. Recently, advanced functional techniques have.
  3. MRI of the Parotid Gland . The normal adult parotid gland has a high T1-weighted signal and low to intermediate T2-weighted signal on conventional MRI. As in CT, the fat content of the parotid gland makes it ideal for MRI. Aside from lipomas, most lesions within the parotid gland stand out on precontrast T1-weighted imaging
  4. MRI has a potential role in characterization and differentiation between benign and malignant tumours of the parotid glands. It can be used as a promising non invasive diagnostic modality for pre-operative evaluation, accurate staging, proper surgical and therapeutic plan of salivary gland tumours, thus avoiding unnecessary biopsy/FNAC

The Parotid Gland • Parotid gland is the largest salivary gland • It has the highest incidence of pathology among the major salivary glands - Benign processes far outweigh malignant processes in terms of incidence • Imaging is useful in: - Determining the morphology of parotid lesions and potential etiologies - Surgical planning for. The accurate diagnosis of parotid gland tumors is critical for the planning of surgical treatment and an accurate prognosis. Before surgery, MRI is typically performed for tumor type diagnosis and an assessment of the tumor extension surrounding the parotid gland

mri parotid sialography sagittal space image

Video: Imaging Evaluation of Pediatric Parotid Gland

Gross anatomy. The parotid gland is wrapped around the mandibular ramus and extends to a position anterior and inferior to the ear. It has superficial and deep lobes, separated by the facial nerve. The facial nerve and its branches pass through the parotid gland, as does the external carotid artery and retromandibular vein.The external carotid artery forms its two terminal branches within the. recommend the use of MRI for RT planning for oral cavity, oropharynx, and nasopharynx tumors, as well as for delineation of several organs at risk (brainstem, spinal cord, pituitary gland, lacrimal glands, optic structures, parotid glands, and pharyngeal constrictor muscles) [18]. Precise MRI-based delineation of organs at risk is particularl

Parotid gland lesions: separate and combined diagnostic

Salivary Gland Tumors (SGTs) are usually in the parotid • Uncommon (5.5 per 100,000) • Benign tumors more common in young females (median age 46) • Malignant tumors more common in older men (median age 54) Rule of thumb: as the size of the gland decreases the incidence of malignancy increases (25/50/75% for Parotid Overview. The aim of this study is to determine the feasibility of demonstrating the following physiologically-descriptive quantities ('metrics'): the volume of plasma/volume of tissue (νp), Apparent Diffusion Coefficient (ADC), the volume of extracellular extravascular space per volume of tissue (νe), and the contrast agent transfer coefficients (Ktrans) pre and post parotid stimulation in. All participants will have MRI imaging of the parotid gland with IV Gadovist pre and post parotid stimulation with lemon juice. 0.05 ml/kg of Gadovist (at 4 ml/s) and 20 ml of saline flush (also at 4 ml/s) will be administered. Approximately three minutes after scan commencement, the salivary glands will be stimulated by orally administering a. 1. Multiparametric MRI is an important examination in the assessment of parotid gland masses. 2. Radiologists should be aware that certain features may overlap across various histologies, particularly in case of Warthin Tumors and malignancies. 3. Low-grade malignancy may present as a well-circumscribed parotid mass Background: Reports regarding the imaging findings of parotid gland oncocytoma are limited and prospective definitive diagnosis is difficult.This case series is aimed at furthering the knowledge of imaging for parotid gland oncocytoma. Methods: Seven patients with pathologically confirmed parotid gland oncocytoma were identified between January, 2016 and August, 2020

PPT - Branchial Cleft Cyst PowerPoint Presentation, free

Preoperative diagnosis of parotid gland tumors: imaging

CT and MRI play a key role in clinical staging, assessment of prognosis and treatment planning of head and neck lymphomas. 4,5 However, to our knowledge, there is no previous report comparing the CT and MRI characteristics of MALT vs non-MALT lymphomas in the parotid gland Salivary gland involvement in diabetes mellitus can be assessed by several imaging modalities including sialography, computed tomography (CT), magnetic resonance image (MRI), and ultrasound (US) Salivary gland tumors are most frequently identified in the parotid gland (80% of cases), while the involvement of submandibular gland, sublingual glands, or minor salivary glands rarely occurs. The study of parotid nodular lesions relies quite often on diagnostic imaging, which is of fundamental importance for planning surgical interventions

Preoperative Diagnostic Strategy for Parotid Gland Tumors

  1. or salivary glands, MRI is recommended to assess tumor extent, soft tissue invasion, and nerve involvement. MRI can be performed to detect the facial nerve branches and their interface with surrounding soft tissue for surgical planning
  2. Materials and Methods: Between February 2016 and February 2021, we identified 86 lesions in the brain MRI reports of 84 patients that contained the words parotid gland or PG
  3. Hi everyone, just a quick update of going through my MRI and my education class on the day of the procedure and any questions that I had. So my next video wi..
  4. With 3 figures and 2 tables This retrospective analysis documented the magnetic resonance imaging (MRI) appearance of normal salivary glands based on 101 studies in dogs with no detectable disease.
  5. MRI is used for planning in a variety of anatomies. At UMC Utrecht, Dr. Philippens and her colleagues are using MRI in planning external beam radiation therapy (EBRT) for treatment of tumors in a variety of anatomies, such as organs in the pelvis (including bladder, prostate, rectum and cervix), the brain, the esophagus, pancreas, the larynx.
  6. Magnetic Resonance Imaging (MRI) is a radiologic technique that is used in radiology to form pictures of the anatomy and the physiological processes of the body. MRI is a noninvasive imaging technique that does not involve exposure to radiation. MRI scanners use strong magnetic fields, magnetic field gradients, radio waves an

MRI brain protocols , planning , positioning and indication

Hence, imaging examination such as magnetic resonance imaging (MRI) may be helpful in either diagnosis or surgical planning. Even if the cost of MRI is nearly three times that of computed tomography (CT), we believe that MRI is the main imaging examination for parotid lipomas due to a characteristic signal intensity on T1- and T2-weighted images The anatomic imaging modalities include computed tomography (CT), magnetic resonance imaging (MRI), and ultrasonography (US). Although occasionally obtained, plain film radiography for the head and neck, including salivary gland disease, is mostly of historical interest. In a similar manner, the use of sialography has been significantly reduced.

Neither MRI, CT nor US is superior to diagnose tumors in

Salivary Glands Radiology Ke

Accurate imaging of the anatomical relationship between the intraparotid facial nerve branches and parotid tumor can be helpful for surgical planning and effective protection of the facial nerve during surgery. Three-dimensional sheath inked rapid acquisition with refocused echoes imaging (3D-SHINKEI) is a new MRI sequence with a high tissue contrast resolution, which has been used for imaging. The normal parotid gland has a high fat content [4] and is easily visualized on both CT and MRI, and therefore both techniques can demonstrate whether a mass in that region is intraglandular or extraglandular [1][18]. Hence MRI remains the best diagnostic technique that can accurately diagnose lipomas preoperatively b Salivary glands may acquire lymphocytes due to chronic inflammation or autoimmune disorder, such as Sjogren's syndrome or arise from intra-parotid lymph nodes. Imaging features typically mimic those of other lymphoproliferative disorders with homogeneously enhancing nodules on CT, which demonstrate homogeneous intermediate signal on all MRI.

The segmentation method consists of 3 major steps. First, an atlas (pre-RT MRI and manually contoured parotid gland mask) is built for each patient. A hybrid deformable image registration is used to map the pre-RT MRI to the post-RT MRI, and the transformation is applied to the pre-RT parotid volume Parotid Gland Parotid Gland Information on the Parotid Gland. The parotid gland is the largest salivary gland and is located in front of the ear and extends down into the top of the neck. It is the most common site for salivary gland tumours and 80% of these are non-cancerous. Most lumps in the. Treatment plan Patient history and clinical evaluation Suspected parotid gland tumour Intraparotid lesion confirmed Suspected malignant tumour Surgery without facial sacrifice Adjuvant radiotherapy USG FNAC, MRI MEDICAL EVALUATION STAGING FROZEN SECTIO magnetic resonance imaging, magnetic resonance sialography, positron emission tomography, salivary glands, scintigraphy, sialography, Sjogren's syndrome, ultrasound Sjogren's syndrome (SS) is a systemic connective tissue disease characterized by a progressive immune-mediated impairment of the exocrine glands. The high prevalence i Salivary gland tumors account for approximately 2-5% of all tumors of the head and neck 1,2.They mostly arise in the major salivary glands, and nearly 80% of them in the parotid glands 2.

mri sialography t1 image

Imaging Evaluation of Pediatric Parotid Gland Abnormalitie

Of the major salivary glands, the parotid gland has the highest rate of tumor association, accounting for 64% to 80% of primary epithelial salivary gland tumors. Most parotid tumors are benign with malignancy only comprising approximately 15% to 32%. 1 The typical clinical presentation is a painless mass or swelling in the cheek about the. Three adult patients with rare vascular lesions in the parotid gland including pseudoaneurysm, arteriovenous fistula and haemangioma are discussed. All patients presented with non-specific unilateral parotid mass. In all cases high-resolution ultrasound and MRI allowed accurate diagnosis and delineation of the extent of lesion. Conventional angiogram was utilized for planning definitive. Preoperative diagnosis of parotid gland tumors plays an important role in surgical planning because surgeons use a more aggressive approach to treat malignant A total of twenty six patients with focal parotid masses were scanned using 1.5 T magnetic resonance imaging (MRI). In addition to conventional MR sequences, DWI was performed with b. evaluating parotid gland tumors are ultras- onography (US), magnetic resonance imaging (MRI), and computed tomography (CT) [9-11]. There are many studies on the identification of parotid gland tumors using US [12-14]. How- ever, due to the sound shadow of the mandi- ble, US has certain limitations for locating parotid gland tumors

Parotid Infections Radiology Ke

Obtaining reliable pre‑operative diagnosis is crucial in planning treatment for patients with salivary gland tumors. The purpose of this study was to evaluate the accuracy of pre‑operative clinical diagnosis of salivary gland tumors managed at a single tertiary university hospital over a period of 20 years. A retrospective analysis of the period between 1992 and 2011 was carried out to. Most salivary gland tumors arise within the parotid gland, and most of these tumors are benign. Because therapy for these tumors is almost always surgical, it is important for surgical planning to accurately determine whether the tumor is benign or malignant Parotid gland infections are rare but if you notice swelling in one of your cheeks, feel chills, or fever, you should seek professional treatment right away. Your healthcare professional can diagnose the issue and recommend the treatment necessary to heal your parotid gland The pleomorphic adenoma, shown in the images below, is by far the most common benign salivary gland tumor, accounting for as many as 80% of all such tumors. Although pleomorphic adenomas most commonly occur in the parotid gland (about 85%), this tumor may be encountered in the submandibular, lingual, and minor salivary glands as well Axial T1 MRI image at the level of the parotid gland demonstrating the slightly higher signal as compared to skeletal muscle but less than subcutaneous fat. Figure 2.29. Sagittal fat suppressed T1 MRI image of the parotid gland demonstrating mild enhancement and lack of subcutaneous fat signal in the upper neck but incomplete fat suppression at.

MRI is becoming more common as a diagnostic test for parotid gland tumours. It is used to find a tumour and get more information about its size, shape and location. MRI is also used to find out if the tumour has grown into tissues around the salivary gland, nerves in the face or nearby lymph nodes Myeloid sarcoma (MS) is a rarely encountered extramedullary localized tumor that is composed of immature myeloid cells. We reported an extremely rare case of MS with concurrent bone marrow (BM) involvement that invaded into a preexisting sebaceous lymphadenoma in the parotid gland and neck lymph nodes. Prompted by this case, we also present a literature review of MS invasion into salivary glands

Parotid Tumor Diagnosis. Parotid tumors can vary in presentation and associated symptoms. Due to a variety of factors including tumor type, location, extent of disease, comorbidities, and general patient health, each case of parotid tumor must be meticulously evaluated to obtain an accurate diagnosis and customize an appropriate treatment plan Computerised Tomography (CT) Scan (aka CAT scans) This uses X-rays and a computer to create detailed images of your body structures while you pass through a tube. As well as being used for diagnosis, these scans can also be used for planning surgery and radiotherapy treatment or monitoring. The scan takes around 10-20 minutes and may involve. Treatment is to unroof the lesion to drain the contents. Imaging in salivary gland diseases Multiple imaging techniques may be used in the diagnostic evaluation of salivary gland. These range from plain radiographic examination to the most complex magnetic resonance imaging (MRI). Salivary glands -Diseases and Management 19 20 Controversy exists regarding the routine use of imaging for small lesions of the minor salivary glands because radiographic imaging typically does not alter the management of these lesions. Nevertheless, computed tomography (CT), magnetic resonance imaging (MRI), or both may be useful for suspected tumors of the parapharyngeal space Mandelblatt et al. (1987) reported magnetic resonance imaging (MRI) to be superior to CT in distinguishing the parotid gland from surrounding structures. In their series, MRI was also more useful in differentiating between deep lobe parotid tumors and other parapharyngeal masses

Salivary Gland Sparing and Improved Target Irradiation by

MRI Mastery Series: Salivary Glands - MRI Onlin

This preliminary study of microscopy coil imaging as a supplement to a conventional MRI parotid protocol for the assessment of parotid gland masses highlights some of the strengths and weaknesses of the technique. The main advantage of high-resolution MR microscopy coil imaging is the improved delineation of tumor margins Salivary gland tumors are most frequently identified in the parotid gland (80% of cases), while the involvement of submandibular gland, sublingual glands, or minor salivary glands rarely occurs. vet-Anatomy is a veterinary atlas of anatomy based on veterinary imaging (MRI, CT, X-Rays) and medical illustrations, designed and created by. Adaptive online MRI-guided radiotherapy of head and neck cancer requires the reliable segmentation of the parotid glands as important organs at risk in clinically acceptable time frames. This can hardly be achieved by manual contouring. We therefore designed deep learning-based algorithms which automatically perform this task. Imaging data comprised two datasets: 27 patient MR images (T1. parotid gland volumes and consensus was reached. Then an experienced radiolo-gist was involved to approve the definite parotid volumes. A paired t test was used to compare the parotid volumes before RT with those after RT and with the parotid gland volumes as delineated on the planning CT parotid glands. However, there is little agreement between the reported ADC values of the parotid gland in published literature. In this review 43 studies on ADC measurement of the parotid glands were included. The analyses indicated several possible culprits of the observed ADC discrepancies. For example, DW-MRI

Diagnostic value of MR imaging of parotid gland tumor

Magnetic resonance imaging (MRI) is important in evaluation of major salivary gland disease, especially neoplastic disease. If there is a strong suspicion of malignancy, MRI is the method of choice . If the tumor is large (>3 cm) or located in the deep lobe of the parotid gland, US is limited and MRI should be performed The parotid duct ( ductus parotideus; Stensen's duct) is about 7 cm. long. It begins by numerous branches from the anterior part of the gland, crosses the Masseter, and at the anterior border of this muscle turns inward nearly at a right angle, passes through the corpus adiposum of the cheek and pierces the Buccinator; it then runs for a short. Pediatric (Body, MSK and Chest) Pediatric imaging protocols currently applied in our MRI section. Radiologists work closely with OHSU MRI techs in the art of creating optimal images from current technology. Dr. Petra Vajtai has approved the protocols below. The pediatric radiologists will usually protocol specific sequences they need in RIS The major salivary glands are parotid, submandibular and sublingual glands. Imaging has an important role to play in detection, diagnosis, aiding biopsy and differentiating benign from malignant pathology. The traditional imaging modalities include plain radiography and sialography Objective . To investigate the clinical characteristics and CT findings of parotid and submandibular gland tumours. Materials and methods . From May 2017 to April 2020, all patients with clinically proven parotid and submandibular gland enlargement and palpable masses underwent CT examinations. All patients were confirmed by pathology after surgery

Magnetic Resonance Imaging. MRI is the modality of choice for the evaluation of salivary neoplasms. Because there is such distinct soft tissue differentiation on MRI, most lesions are identifiable on T1-weighted images, especially in the parotid gland with the fatty background MRI DYNAMIC PITUITARY SCAN DONE ON GE 1.5 TESLA BRIVO MR 355.How to scan Dynamic Pituitary MRIMri Pituitary Dynamic scan.MRI Pituitary Dynamic protocol.Pitui.. MRI findings of mucoepidermois carcinoma of the parotid gland: correlation with pathological features. British Journal of Radiology, 2012. Yasuhiko Tomita Salivary ductal carcinoma (SDC) of parotid gland is a rare and aggressive entity; accounting for 1-3 % of all malignant salivary gland tumors, 0.2 % of epithelial salivary gland neoplasms, 0.5 % of salivary gland carcinomas, and 1.1 % of parotid gland carcinomas. Here in we aimed to evaluate the clinico-pathological features and treatment outcomes of parotid gland SDC in Saudi population

Dynamic contrast-enhanced MRI for - BIR Publication

The parotid is part of a family of three salivary glands and it sits just below your ear. Again, I'd done my research and found that salivary gland cancer is rare with approximately 550 cases being diagnosed each year, most commonly in people over 50. The exact cause of this cancer is unknown and in most cases, tumours in salivary glands are. CT and MRI of Cervical Lymph Nodes Neuroradiology/Head and Neck Imaging Review. W18 AJR:200, January 2013 ing neck dissection plans or changing radia-tion field or dose. Ultrasound is an excellent parotid gland Posterior margin of submandibular gland

Computed tomography (CT) produces excellent images of the entire parotid gland, parapharyngeal space, mandible, temporal bone, and base of skull. CT is the most commonly used preoperative imaging tool. Alternatively, magnetic resonance imaging (MRI) has superior distinction of tumor, fat, and muscle based on different signal intensity MRI is considered to be the imaging modality of choice in preoperative diagnosis of parotid gland tumors and differentiating benign from malignant ones. Recently, functional MR imaging sequences including dynamic contrast-enhanced magnetic resonance imaging (DCE- MRI) and diffusion-weighted imaging (DWI) have significantly contributed to the diagnosis of head and neck masses Salivary gland tumors are also analyzed in the laboratory after surgery to confirm the diagnosis. Imaging tests. If the parotid tumor is malignant, imaging tests, such as magnetic resonance imaging (MRI) and computerized tomography (CT), may help your doctor determine the size and location of the cancer The characteristics of metastases to the parotid nodes have been reported as a solitary mass located in the parotid tail or superficial lobe, and cervical nodes metastasis. 35 So, it is difficult to distinguish metastases to the parotid nodes through routine contrast CT and MRI because the imaging features may mimic TB. However, some specific.

Salivary gland tumor ultrasound - wikidoc

Parotid stones develop when chemicals, debris and calcium build up in the salivary and parotid glands, blocking the duct and causing swelling, inflammation and infection.. The cause of Parotid and Salivary Gland Stones. Although the exact cause of this painful condition is unknown, experts do know that certain individuals are more at risk of developing stones than others Preoperative magnetic resonance imaging (MRI) and computed tomography (CT) should be carefully studied, which allows for appropriate preoperative counseling and operative planning. CASE SUMMARY:Here, we report an unusual case of a 54-year-old woman with a parotid gland papillary cystadenoma (PGPC) that was misdiagnosed as a tumor of the right.

Malignancy of lip

Various MRI sequences have shown their potential to discriminate parotid gland tumors, including but not limited to T2‐weighted, postcontrast T1‐weighted, and diffusion‐weighted images. In this study, we present a fully automatic system for the diagnosis of parotid gland tumors by using deep learning methods trained on multimodal MRI images Work Up and Staging • Work up includes H&P, labs, CT, and MRI • Physical exam should include full oral cavity inspection and bimanual palpation of areas suspicious for involvement • Minor salivary gland tumors usually present as a submucosal mass • Fine needle aspiration or ultrasound-guided core needle biopsy of suspicious lesion • FNA is preferred for tumor of the parotid gland to. Salivary gland tumors are rare, making up less than 5% of all head and neck neoplasms .The majority are benign with the parotid gland being the most common hub for these tumors (85%) and the remainder occurring in the submandibular and minor salivary glands in subsequently lower rates of 5% and 10%, respectively. Pleomorphic adenomas or benign mixed salivary gland tumors are the most common. Generally, neither CT nor MRI provides information regarding the specific histologic diagnosis, except rarely. 39 An example of such a rare scenario is with lipoma of the parotid gland . The MRI signal characteristics of parotid masses, however, may be suggestive of certain diagnosis. 40 For example, if a parotid gland mass is bilateral, it is.