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1.
J Investig Med High Impact Case Rep ; 11: 23247096231218145, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38097381

RESUMO

Testicular teratomas may present in both prepubertal and adult men; however, the prognosis differs greatly between these 2 populations. In children, teratomas (prepubertal type) most often occur before the age of 4, are generally seen in their pure form, and behave in a benign fashion. In adults (postpubertal type), teratomas are usually part of a mixed germ cell tumor, and they have the potential to be found at metastatic sites, especially following chemotherapy for non-teratomatous germ cell tumor. Analyses of metastases from germ cell tumors and teratomas from the same patient have demonstrated a high degree of concordance in the observed genetic abnormalities. In rare cases, testicular teratoma can transform into a malignant germ cell tumor. One such type of transformation is into a primitive neuroectodermal tumor. These tumors are malignant and often metastasize to the retroperitoneum but may also metastasize to other sites. A multimodal treatment approach is needed, including surgery and adjuvant chemotherapy. We describe a rare case of malignant transformation of a testicular teratoma into a primitive neuroectodermal tumor with metastasis to the mediastinum. The patient was treated with radical orchiectomy, retroperitoneal lymph node dissection, and adjuvant vincristine, adriamycin, and cyclofosfamide alternating with ifosfamide and etoposide (VAC/IE therapy).


Assuntos
Neoplasias Embrionárias de Células Germinativas , Tumores Neuroectodérmicos Primitivos , Teratoma , Adulto , Masculino , Criança , Humanos , Mediastino/patologia , Teratoma/tratamento farmacológico , Teratoma/genética , Teratoma/patologia , Tumores Neuroectodérmicos Primitivos/patologia
2.
J Investig Med High Impact Case Rep ; 11: 23247096231205348, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37811886

RESUMO

Penile squamous cell carcinoma is a rare diagnosis in the United States; however, the incidence is significantly higher in developing countries. This cancer is categorized into human papilloma virus (HPV)-associated and independent disease. In this article, we present a rare case of HPV-independent penile squamous cell carcinoma. Our patient was a 75-year-old Caucasian male who initially presented with a penile ulcer which was managed with partial penectomy and adjuvant chemotherapy. The patient was monitored on surveillance and did not pursue lymph node dissection. He was noted to have recurrence with metastatic disease 5 years after his initial presentation. Due to the aggressive nature of his disease, the patient was admitted to the hospital and treated with chemotherapy and immunotherapy.


Assuntos
Carcinoma de Células Escamosas , Infecções por Papillomavirus , Neoplasias Penianas , Humanos , Masculino , Estados Unidos , Idoso , Infecções por Papillomavirus/complicações , Infecções por Papillomavirus/tratamento farmacológico , Infecções por Papillomavirus/patologia , Carcinoma de Células Escamosas/patologia , Neoplasias Penianas/complicações , Neoplasias Penianas/tratamento farmacológico , Neoplasias Penianas/patologia , Quimioterapia Adjuvante , Papillomavirus Humano , Dispneia
3.
Cureus ; 15(8): e42918, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37664297

RESUMO

Patients with thrombocytopenia may report easy bruising, abnormal bleeding, and fatigue. Drug-induced thrombocytopenia has been reported with a variety of medications, most commonly heparin products, sulphonamides, carbamazepine, nonsteroidal anti-inflammatory drugs, anti-epileptic drugs, and chemotherapy. We present the case of a 58-year-old female with severe thrombocytopenia attributed to a calcium channel blocker (CCB) overdose, a very rare cause of thrombocytopenia. We discuss the diagnostic work-up and management in the intensive care unit and perform a literature review.

4.
Cureus ; 15(7): e41439, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37546048

RESUMO

Pembrolizumab is a monoclonal antibody that binds to the programmed cell death-1 (PD-1) receptor and is approved for the treatment of several malignancies. We present a rare case of Stevens-Johnson syndrome (SJS) occurring in a 75-year-old female 14 days after receiving the first dose of pembrolizumab therapy to treat stage IV non-small cell carcinoma of the lungs with metastasis to the brain. Although pruritus and papular, erythematous rashes are documented after its use, severe reactions such as SJS and toxic epidermal necrolysis (TEN) are rarely seen in clinical practice. In addition to supportive care, the patient also received intravenous immunoglobulin (IVIG) and corticosteroid therapy and responded well to the therapy. Nearly complete re-epithelialization was achieved four weeks after the start of skin lesions. This case highlights a rare phenomenon of SJS- and TEN-associated adverse reactions following treatment with pembrolizumab.

5.
J Investig Med High Impact Case Rep ; 11: 23247096231168114, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37096743

RESUMO

Radiation recall dermatitis is an inflammatory reaction of the skin that may infrequently occur in areas of the skin that have been previously treated with radiation therapy. This is thought to be due to a triggering agent administered after radiation therapy which leads to an acute inflammatory reaction, manifesting as a skin rash. We present the case of a 58-year-old male with recurrent invasive squamous cell carcinoma of the tongue, previously treated with chemotherapy and radiation therapy, who presented with progression of his disease. He was treated with pembrolizumab and subsequently developed a new-onset facial rash over the previously treated radiation field. The distribution of the rash was suggestive of radiation recall dermatitis. A biopsy showed dermal necrosis without evidence of dermatitis, vasculitis, or infectious process. This case highlights the incidence of a rare complication of immune checkpoint inhibitor therapy and emphasizes the need for careful monitoring for radiation recall dermatitis.


Assuntos
Carcinoma de Células Escamosas , Exantema , Radiodermite , Masculino , Humanos , Pessoa de Meia-Idade , Radiodermite/etiologia , Radiodermite/patologia , Recidiva Local de Neoplasia , Anticorpos Monoclonais Humanizados
6.
Cureus ; 15(3): e36305, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37077598

RESUMO

Tumor lysis syndrome (TLS) is an oncological emergency resulting in an imbalance of electrolytes released upon tumor cell death leading to life-threatening acute renal failure. Typically, TLS is triggered by cytotoxic chemotherapy; however, it can rarely occur spontaneously. Our case report presents a patient with a known malignancy, but not on any cytotoxic chemotherapy, who presents to the emergency department with metabolic derangements suggestive of spontaneous TLS. Our case highlights the importance of considering an uncommon manifestation of TLS despite the absence of cytotoxic chemotherapy. This case is unique as it demonstrates the manifestations of TLS in a patient with a known stable malignancy and discusses the subsequent management.

7.
J Investig Med High Impact Case Rep ; 11: 23247096231168105, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37073478

RESUMO

Chronic lymphocytic leukemia (CLL) is the most common leukemia in adults and is characterized by monoclonal proliferation of B-cell lymphocytes which are morphologically mature, but immunologically dysfunctional. The primary sites of disease involvement include peripheral blood, lymph nodes, spleen, and bone marrow. CLL can also present locally and aggressively at extranodal sites. We describe the case of a 74-year-old gentleman with multiple medical comorbidities who was Foley catheter-dependent at baseline for bladder outlet obstruction. He was detected to have Rai stage I CLL following an inguinal lymph node biopsy and was on regular outpatient surveillance. Later, he underwent a prostate biopsy for evaluation of hematuria, results of which were consistent with CLL involvement in the prostate and urinary bladder. The patient was started on single-agent ibrutinib, and demonstrated an excellent clinical response to bladder outlet obstruction. His long-term Foley catheter was discontinued within 5 days of ibrutinib therapy. Unfortunately, 1 year later, he had disease progression, and therapy was changed to a single-agent rituximab, to which he is responding well. Our case is unique as it brings up the first reported case of prostate and bladder wall CLL.


Assuntos
Leucemia Linfocítica Crônica de Células B , Obstrução do Colo da Bexiga Urinária , Masculino , Adulto , Humanos , Idoso , Leucemia Linfocítica Crônica de Células B/complicações , Leucemia Linfocítica Crônica de Células B/patologia , Bexiga Urinária/patologia , Próstata , Rituximab/uso terapêutico
8.
Cureus ; 14(12): e32968, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36578845

RESUMO

Squamous cell carcinoma (SCC) of cervical origin with metastasis to the brain is rare. Our patient was a 30-year-old Caucasian female with squamous cell carcinoma, initially with unknown primary, with metastases to the brain, kidney, cervix, lung, adrenal glands, vulva, pelvic wall, and scalp. She initially presented to her outpatient gynecologist for a vulvar mass. A biopsy of the vulvar mass was consistent with SCC. The patient continued to have fatigue along with thoracic rib pain. An initial work-up was performed, including imaging which showed diffuse metastatic disease involving the lungs, kidneys and adrenal glands, as well as a pathological compression fracture of the seventh thoracic vertebra with cord compression. Brain magnetic resonance imaging (MRI) showed multiple metastatic lesions and she underwent craniotomy for brain lesion resection. Given the aggressive nature of the patient's disease and her symptomatic burden, she was started on chemotherapy in the hospital with Carboplatin, Paclitaxel, and Pembrolizumab.

9.
J Investig Med High Impact Case Rep ; 10: 23247096221127792, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36165297

RESUMO

Head and neck tumors account for roughly 3% of malignancies in the United States and about 90% of these tumors are squamous cell cancers. Neuroendocrine neoplasms arise from neural crest cells and are commonly found in the gastrointestinal tract. Neuroendocrine neoplasms arising from the head and neck tend to be rare. In this article, we present a rare case of human papilloma virus-associated poorly differentiated small cell neuroendocrine carcinoma (NEC). Our patient was a 62-year-old African American man who presented with worsening left-sided neck pain and swelling that started 3 months prior to presentation, associated with an unintentional 20-pound weight loss over 6 months, hoarseness in his voice, in addition to dysphagia and odynophagia. Biopsy of left-sided tongue mass revealed poorly differentiated small cell NEC that was positive for HPV (E6/E7) RNA in situ hybridization. Patient was found to have metastatic disease at the time of diagnosis and given the aggressive nature of small cell NECs and the patient's symptomatic burden, chemotherapy with cisplatin and etoposide was initiated in the hospital. The patient was subsequently discharged from the hospital and is continuing treatment outpatient with cisplatin, etoposide, and atezolizumab.


Assuntos
Carcinoma Neuroendócrino , Neoplasias de Cabeça e Pescoço , Carcinoma Neuroendócrino/diagnóstico , Carcinoma Neuroendócrino/patologia , Cisplatino/uso terapêutico , Etoposídeo/uso terapêutico , Neoplasias de Cabeça e Pescoço/diagnóstico , Humanos , Recém-Nascido , Masculino , Pessoa de Meia-Idade , RNA/uso terapêutico
10.
J Investig Med High Impact Case Rep ; 10: 23247096221103380, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35699232

RESUMO

Ventricular fibrillation can lead to sudden cardiac death. Automatic implantable cardioverter defibrillator (AICD) devices have shown to be highly successful in the termination of these arrhythmias and are a first-line modality of treatment for the prevention of sudden cardiac death. We present the case of a 69-year-old female with a history of paroxysmal atrial fibrillation on anticoagulation with apixaban and rate controlled with metoprolol who presented from home with a chief complaint of hiccups. She had a prior admission to the hospital after she was found to have monomorphic ventricular tachycardia during a nuclear stress test. A cardiac work-up including cardiac catheterization and cardiac magnetic resonance imaging did not show any evidence of significant coronary artery disease or reversible cardiomyopathy. The patient underwent successful placement of a single chamber ICD and was discharged home. Twelve weeks after placement of the AICD, the patient was lifting furniture and experienced sudden onset of hiccups. A chest X-ray showed displacement of the AICD lead from the right ventricular apex to the superior vena cava. The patient underwent lead repositioning with complete resolution of her hiccups. The etiology hiccups was suspected to be secondary to irritation of the right phrenic nerve which travels along the anterolateral border of the superior vena cava. We present the case of hiccups following ICD lead displacement. This serves to highlight a rare complication of ICD displacement that healthcare providers should consider when patients with recently placed ICD devices complain of hiccups.


Assuntos
Fibrilação Atrial , Soluço , Idoso , Morte Súbita Cardíaca/prevenção & controle , Cardioversão Elétrica , Feminino , Soluço/etiologia , Humanos , Veia Cava Superior
11.
J Investig Med High Impact Case Rep ; 10: 23247096221099269, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35593441

RESUMO

Chronic pancreatitis presents with epigastric abdominal pain, nausea, vomiting, and weight loss. Acute pancreatitis can also present with a pleural effusion which is typically left-sided, mild in nature, and self-limiting. However, recurrent bouts of pancreatitis may lead to a pancreaticopleural fistula (PPF) with a large, rapidly recurring, unilateral pleural effusion. Among patients with PPF, the most common presenting complaint is dyspnea. We present the case of a 53-year-old man with recurrent bouts of pancreatitis in the setting of alcohol who presented with progressively worsening shortness of breath. A high-resolution computed topography scan of the thorax demonstrated a large right-sided pleural effusion. A thoracentesis was performed with pleural fluid studies showing an exudative effusion with amylase significantly elevated at 18 382 U/L. An endoscopic retrograde cholangiopancreatography was performed which showed a pancreatic duct leak in the tail of the pancreas. A pancreatic sphincterotomy was performed, and a stent was placed into the ventral pancreatic duct. The patient's shortness of breath improved, and he was discharged home with outpatient follow-up. The aim of this report is to present the diagnosis of a rare complication of chronic pancreatitis and discuss the management and options for treatment.


Assuntos
Pancreatite Crônica , Derrame Pleural , Doença Aguda , Progressão da Doença , Dispneia/etiologia , Humanos , Masculino , Pessoa de Meia-Idade , Fístula Pancreática/etiologia , Pancreatite Crônica/complicações , Derrame Pleural/diagnóstico por imagem , Derrame Pleural/etiologia
12.
J Neurooncol ; 156(3): 579-588, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34981301

RESUMO

BACKGROUND: Quantitative image analysis using pre-operative magnetic resonance imaging (MRI) has been able to predict survival in patients with glioblastoma (GBM). The study explored the role of postoperative radiation (RT) planning MRI-based radiomics to predict the outcomes, with features extracted from the gross tumor volume (GTV) and clinical target volume (CTV). METHODS: Patients with IDH-wildtype GBM treated with adjuvant RT having MRI as a part of RT planning process were included in the study. 546 features were extracted from each GTV and CTV. A LASSO Cox model was applied, and internal validation was performed using leave-one-out cross-validation with overall survival as endpoint. Cross-validated time-dependent area under curve (AUC) was constructed to test the efficacy of the radiomics model, and clinical features were used to generate a combined model. Analysis was done for the entire group and in individual surgical groups-gross total excision (GTR), subtotal resection (STR), and biopsy. RESULTS: 235 patients were included in the study with 57, 118, and 60 in the GTR, STR, and biopsy subgroup, respectively. Using the radiomics model, binary risk groups were feasible in the entire cohort (p < 0.01) and biopsy group (p = 0.04), but not in the other two surgical groups individually. The integrated AUC (iAUC) was 0.613 for radiomics-based classification in the biopsy subgroup, which improved to 0.632 with the inclusion of clinical features. CONCLUSION: Imaging features extracted from the GTV and CTV regions can lead to risk-stratification of GBM undergoing biopsy, while the utility in other individual subgroups needs to be further explored.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/radioterapia , Glioblastoma/diagnóstico por imagem , Glioblastoma/radioterapia , Humanos , Imageamento por Ressonância Magnética , Valor Preditivo dos Testes , Radioterapia Adjuvante , Análise de Sobrevida
13.
Clin Immunol Commun ; 2: 54-56, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38620676

RESUMO

The 2019 Coronavirus disease (COVID-19) vaccine is a major weapon in the fight against the severe acute respiratory syndrome brought about by coronavirus 2 (SARS-CoV-2). The vaccine significantly reduces the risk and severity of infection by SARS-CoV-2. Patients with systemic lupus erythematosus (SLE) need protection from vaccine-preventable diseases including COVID-19. SLE patients have higher rates of severe infections due to immunosuppressive therapies and multiple immunologic defects - both of which are capable of blunting the immune responses after vaccination. In the management of COVID-19, recommendations have been developed to guide adjustments and/or continuation of immunosuppressive therapies for an effective immune response following vaccination with mRNA-based or viral vector-delivered vaccines. Monoclonal antibodies have also become available since December 2021. Here we present three cases of SLE patients who contracted COVID-19 after vaccination. One was managed in ambulatory settings and two required inpatient hospital admission.

14.
J Neurooncol ; 155(2): 181-191, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34694564

RESUMO

BACKGROUND: The peritumoral region (PTR) of glioblastoma (GBM) appears as a T2W-hyperintensity and is composed of microscopic tumor and edema. Infiltrative low grade glioma (LGG) comprises tumor cells that seem similar to GBM PTR on MRI. The work here explored if a radiomics-based approach can distinguish between the two groups (tumor and edema versus tumor alone). METHODS: Patients with GBM and LGG imaged using a 1.5 T MRI were included in the study. Image data from cases of GBM PTR, and LGG were manually segmented guided by T2W hyperintensity. A set of 91 first-order and texture features were determined from each of T1W-contrast, and T2W-FLAIR, diffusion-weighted imaging sequences. Applying filtration techniques, a total of 3822 features were obtained. Different feature reduction techniques were employed, and a subsequent model was constructed using four machine learning classifiers. Leave-one-out cross-validation was used to assess classifier performance. RESULTS: The analysis included 42 GBM and 36 LGG. The best performance was obtained using AdaBoost classifier using all the features with a sensitivity, specificity, accuracy, and area of curve (AUC) of 91%, 86%, 89%, and 0.96, respectively. Amongst the feature selection techniques, the recursive feature elimination technique had the best results, with an AUC ranging from 0.87 to 0.92. Evaluation with the F-test resulted in the most consistent feature selection with 3 T1W-contrast texture features chosen in over 90% of instances. CONCLUSIONS: Quantitative analysis of conventional MRI sequences can effectively demarcate GBM PTR from LGG, which is otherwise indistinguishable on visual estimation.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Glioma , Imageamento por Ressonância Magnética , Neoplasias Encefálicas/diagnóstico por imagem , Diagnóstico Diferencial , Glioblastoma/diagnóstico por imagem , Glioma/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética/métodos , Gradação de Tumores , Reprodutibilidade dos Testes
16.
J Investig Med High Impact Case Rep ; 9: 23247096211032821, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34269074

RESUMO

Pulmonary hypertension (PH) is often a difficult condition to diagnose, since it occurs insidiously and is a diagnosis of exclusion. Patients with neurofibromatosis type 1 (NFT1) have been associated with severe exacerbations of PH. To our knowledge, less than 20 cases of PH in NFT1 patients have been reported. However, the severity of presenting symptoms requires physicians to be aware of this association and pursue the appropriate diagnostic workup. In our report, we present a 54-year-old NFT1 patient who presented with worsening dyspnea secondary to PH, which was being treated with trepostanil and macitetan. She required a right heart catheterization to assess her pulmonary artery pressures (which remained elevated). She was placed on tadalafil in addition to trepostanil and macitetan and noted significant resolution of her symptoms. Further studies are required to explore the association between PH and NFT1 and examine the efficacy of triple therapy with endothelin receptor antagonists, phosphodiesterase 5 inhibitors, and parenteral prostanoids in the initial treatment of PH in the aforementioned patient population.


Assuntos
Hipertensão Pulmonar , Neurofibromatose 1 , Feminino , Humanos , Hipertensão Pulmonar/etiologia , Incidência , Pessoa de Meia-Idade , Neurofibromatose 1/complicações
17.
BMJ Case Rep ; 14(7)2021 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-34312129

RESUMO

An 89-year-old man with a history of multiple abdominal surgeries and ventriculoperitoneal (VP) shunt placement for normal pressure hydrocephalus presented for intractable abdominal bloating and scrotal swelling, for which imaging revealed massive ascites, bilateral hydrocele and small bilateral pleural effusions. Cardiac, hepatic and renal workup were insignificant. Culture and cytology of ascitic fluid were negative for infection or malignancy. Aetiology of the ascites as secondary to Cerebrospinal fluid (CSF) from the VP shunt was confirmed via ligation of the shunt. Sterile CSF ascites, hydrothorax and hydrocele are rare complications of VP shunt for hydrocephalus and are mostly presented in paediatric patients. We report the first known case of concurrent CSF ascites, hydrothorax and hydrocele in an elderly patient. We examine the difficulty of shunt replacement as a diagnostic and treatment modality in this age group and propose the use of reversible shunt ligation as a diagnostic modality.


Assuntos
Hidrocefalia , Hidrotórax , Idoso , Idoso de 80 Anos ou mais , Ascite/etiologia , Líquido Ascítico , Líquido Cefalorraquidiano , Criança , Humanos , Hidrocefalia/cirurgia , Hidrotórax/diagnóstico por imagem , Hidrotórax/etiologia , Hidrotórax/cirurgia , Masculino , Derivação Ventriculoperitoneal/efeitos adversos
18.
J Neurooncol ; 153(2): 251-261, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33905055

RESUMO

PURPOSE: The peritumoral region (PTR) in glioblastoma (GBM) represents a combination of infiltrative tumor and vasogenic edema, which are indistinguishable on magnetic resonance imaging (MRI). We developed a radiomic signature by using imaging data from low grade glioma (LGG) (marker of tumor) and PTR of brain metastasis (BM) (marker of edema) and applied it on the GBM PTR to generate probabilistic maps. METHODS: 270 features were extracted from T1-weighted, T2-weighted, and apparent diffusion coefficient maps in over 3.5 million voxels of LGG (36 segments) and BM (45 segments) scanned in a 1.5T MRI. A support vector machine classifier was used to develop the radiomics model from approximately 50% voxels (downsampled to 10%) and validated with the remaining. The model was applied to over 575,000 voxels of the PTR of 10 patients with GBM to generate a quantitative map using Platt scaling (infiltrative tumor vs. edema). RESULTS: The radiomics model had an accuracy of 0.92 and 0.79 in the training and test set, respectively (LGG vs. BM). When extrapolated on the GBM PTR, 9 of 10 patients had a higher percentage of voxels with a tumor-like signature over radiological recurrence areas. In 7 of 10 patients, the areas under curves (AUC) were > 0.50 confirming a positive correlation. Including all the voxels from the GBM patients, the infiltration signature had an AUC of 0.61 to predict recurrence. CONCLUSION: A radiomic signature can demarcate areas of microscopic tumors from edema in the PTR of GBM, which correlates with areas of future recurrence.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Neoplasias Encefálicas/diagnóstico por imagem , Edema , Glioblastoma/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética
19.
Clin Transl Radiat Oncol ; 28: 62-70, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33778174

RESUMO

PURPOSE: This study investigated the use of quantitative ultrasound (QUS) obtained during radical radiotherapy (RT) as a radiomics biomarker for predicting recurrence in patients with node-positive head-neck squamous cell carcinoma (HNSCC). METHODS: Fifty-one patients with HNSCC were treated with RT (70 Gy/33 fractions) (±concurrent chemotherapy) were included. QUS Data acquisition involved scanning an index neck node with a clinical ultrasound device. Radiofrequency data were collected before starting RT, and after weeks 1, and 4. From this data, 31 spectral and related-texture features were determined for each time and delta (difference) features were computed. Patients were categorized into two groups based on clinical outcomes (recurrence or non-recurrence). Three machine learning classifiers were used for the development of a radiomics model. Features were selected using a forward sequential selection method and validated using leave-one-out cross-validation. RESULTS: The median follow up for the entire group was 38 months (range 7-64 months). The disease sites involved neck masses in patients with oropharynx (39), larynx (5), carcinoma unknown primary (5), and hypopharynx carcinoma (2). Concurrent chemotherapy and cetuximab were used in 41 and 1 patient(s), respectively. Recurrence was seen in 17 patients. At week 1 of RT, the support vector machine classifier resulted in the best performance, with accuracy and area under the curve (AUC) of 80% and 0.75, respectively. The accuracy and AUC improved to 82% and 0.81, respectively, at week 4 of treatment. CONCLUSION: QUS Delta-radiomics can predict higher risk of recurrence with reasonable accuracy in HNSCC.Clinical trial registration: clinicaltrials.gov.in identifier NCT03908684.

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