Semantic segmentation of low magnification effusion cytology images: A semi-supervised approach.

Cytopathologists examine microscopic images obtained at various magnifications to identify malignancy in effusions. They locate the malignant cell clusters at a low magnification and then zoom in to investigate cell-level features at a high magnification. This study predicts the malignancy at low magnification levels such as 4X and 10X in effusion cytology images to reduce scanning time.

Heat exertion precipitating shock and death in a case of previously undiagnosed sickle-cell disease.

Sickle cell disease (SCD) is an autosomal recessive genetic condition characterized by the presence of a mutated form of haemoglobin (HbS). HbS polymerises into long needle-like fibres under low oxygen conditions, leading to the erythrocytes forming sickle shaped red blood cells. With repeated sickling, the red blood cells become irreversibly sickled and trapped within the circulation, and this leads to vaso-occlusive crisis.

Effect of a home-based pulmonary rehabilitation program on functional capacity and health-related quality of life in people with interstitial lung disease - A randomized controlled trial protocol.

Background: Centre-based pulmonary rehabilitation is an effective, non-pharmacological intervention in improving outcomes for people with interstitial lung disease (ILD). Home-based pulmonary rehabilitation (PR) is a lower-cost rehabilitation alternative for people with chronic respiratory diseases. The aims of this study are to evaluate the efficacy of home-based PR on functional capacity and health-related quality of life in people with ILD, as well as to assess changes in dyspnea and fatigue, muscle strength, activities of daily living, depression, and anxiety after completing a home-based PR program.

Vaccine hesitancy and refusal among parents: An international ID-IRI survey.

Introduction: Although vaccines are the safest and most effective means to prevent and control infectious diseases, the increasing rate of vaccine hesitancy and refusal (VHR) has become a worldwide concern. We aimed to find opinions of parents on vaccinating their children and contribute to available literature in order to support the fight against vaccine refusal by investigating the reasons for VHR on a global scale.

Methodology: In this international cross-sectional multicenter study conducted by the Infectious Diseases International Research Initiative (ID-IRI), a questionnaire consisting of 20 questions was used to determine parents' attitudes towards vaccination of their children.

Biomarkers of Neonatal Sepsis: From Being Mere Numbers to Becoming Guiding Diagnostics.

Neonatal sepsis is a common cause of neonatal morbidity and mortality. The diagnosis of newborn sepsis is still difficult. Different early objective diagnostic tests or specific signs and symptoms, particularly in preterm infants, make it difficult to diagnose neonatal sepsis.

Effect of Compelled Body Weight Shift (CBWS) Therapy in Comparison to ProprioceptiveTraining on Functional Balance, Gait, andMuscle Strength Among Acute Stroke Subjects.

Background: The majority of poststroke individuals tend to exhibit reduced loading over the paretic lower extremity, leading to increased postural sway, and gait asymmetry predisposing to a higher number of falls. Compelled body weight shift (CBWS) therapy is an innovative method aimed to force body weight shift toward the paretic extremity. Proprioceptive training (PT) is another method that improves balance ability contributing to the increase in muscle activity.

In pursuit of the primary.

https://bit.ly/3GMuKgL.

Symptomatology, prognosis and clinical findings of STEMI as a ramification of COVID-19: A systematic review and proportion meta-analysis.

Background: There is an increasing COVID-19 population with concurrent STEMI. SARS-CoV-2 poses a significant risk of hypercoagulable and/or prothrombotic events due to the disturbance in hemostasis by affecting all three components of the Virchow's triad. These abnormalities in hemostasis are an increased risk factor for cardiovascular events, including acute thrombotic occlusion of coronary arteries leading to myocardial infarction.

Neurogenic heterotopic ossificans of hips in a case of expanded dengue syndrome following critical illness polyneuropathy.

We present a case of 71-year-old man with bilateral hip neurogenic heterotopic ossificans following critical illness polyneuropathy as a complication of expanded dengue syndrome. His left hip was stiff and showed a circumferential ossific mass. After initial medical management, the patient underwent excision of ossific mass using posterior approach.

Effects of exercise-based prehabilitation in children undergoing elective surgeries: a systematic review.

Prehabilitation is a therapeutic strategy involving preoperative physical exercises, nutritional support, and stress and anxiety reduction. This approach has been gaining popularity and has been seeing effective results in adults in terms of improving pre and postoperative outcomes. The purpose of this review was to summarise the evidence about the effects of exercise-based prehabilitation programs on various outcome measures in children post elective surgeries.

Practice Patterns of Audiologists Involved in Assessment and Management of Vestibular Disorders: An Indian Cross-Sectional Survey.

Background: As the incidence of vestibular disorders continues to rise, the role of the audiologists in assessing and providing effective intervention has become increasingly important. To date, there have been no studies investigating the practice patterns of Indian audiologists towards the assessment and management of vestibular disorders.

Method: An electronic survey consisting of 29 questions across demographics, vestibular assessment, and management emailed to 704 members of the Indian Speech and Hearing Association (ISHA).

India and the COVID-19 vaccine.

The recent article "Exploring the COVID-19 vaccine candidates against SARS-CoV-2 and its variants: where do we stand and where do we go?" published on December 2 is thought provoking. The authors highlight critical disparities in the manufacture and distribution of COVID-19 vaccines although over 350 COVID-19 vaccine candidates are reported to be in the preclinical and clinical development phase. The history of vaccine research and production in India is as ancient as the history of vaccines themselves.

Deep structured residual encoder-decoder network with a novel loss function for nuclei segmentation of kidney and breast histopathology images.

To improve the process of diagnosis and treatment of cancer disease, automatic segmentation of haematoxylin and eosin (H & E) stained cell nuclei from histopathology images is the first step in digital pathology. The proposed deep structured residual encoder-decoder network (DSREDN) focuses on two aspects: first, it effectively utilized residual connections throughout the network and provides a wide and deep encoder-decoder path, which results to capture relevant context and more localized features. Second, vanished boundary of detected nuclei is addressed by proposing an efficient loss function that better train our proposed model and reduces the false prediction which is undesirable especially in healthcare applications.

Rapid implementation of triaging system for assessment of breast referrals from primary care centres during the COVID-19 pandemic.

Objective: The aim of this study was to establish a triaging system for assessment of breast referrals from primary care to ensure safe and effective breast services without compromising breast cancer management.

Background: COVID-19 was officially declared a global pandemic on 11 March 2020, and with no effective treatment available, preventing spread has been paramount. Previously, all referrals from primary care were seen in the rapid-access breast clinic (RABC).

Extracranial non-vestibular head and neck schwannomas: a case series with the review of literature.

Introduction: Schwannomas are tumous that arise from Schwann cells. Schwannoma is one of the differential diagnosis for lateral neck swelling.

Objective: In this study, we aim to describe the incidence, presenting clinical features and management of extracranial, non-vestibular schwannomas of head and neck region, along with the review of the literature.

Rare presentation of rectal duplication cyst as perineal hernia in an adult.

Rectal duplication cysts are rare congenital anomalies of the gastrointestinal tract. They can present with pain, gastrointestinal bleeding, infection or compressive symptoms on the rectum and urinary bladder. A 79-year-old man presented with a 8×5 cm swelling in the sacral region above the natal cleft with a positive cough impulse.

Perception and practice regarding infection control measures in Radiology department during pre-COVID and COVID times-A survey among radiologists and a review of current concepts and literature.

Aim: In this study, we aim to evaluate the perception and practice of IPC measures by Radiologists during pre-COVID and present COVID times, while conducting a thorough review of current concepts and literature, to provide a standard operating procedure (SOP) for radiology operations.

Methods: This study was conducted by Department of Radiodiagnosis and Imaging, Kasturba Medical College, MAHE, Mangalore. After obtaining approval from the institutional ethics committee, and other required permissions, the Google form questionnaire was sent to 350 Radiologists via email and text during the period of May 2020.

Wernicke's encephalopathy post hyperemesis gravidarum misdiagnosed as Guillain-Barre syndrome: lessons for the frontline.

We report a case of a 26-year-old pregnant woman, who presented with subacute limb weakness. This was initially suspected to be Guillain-Barre syndrome but subsequently found to be the motor neuropathy of dry beriberi (vitamin B1, thiamine deficiency) along with associated Wernicke's encephalopathy (WE). The underlying cause was revealed as hyperemesis gravidarum (HG).

Digitized smart surveillance and micromanagement using information technology for malaria elimination in Mangaluru, India: an analysis of five-year post-digitization data.

Background: Malaria control system (MCS), an Information technology (IT)-driven surveillance and monitoring intervention is being adopted for elimination of malaria in Mangaluru city, Karnataka, India since October 2015. This has facilitated 'smart surveillance' followed by required field response within a timeline. The system facilitated data collection of individual case, data driven mapping and strategies for malaria elimination programme.

Nasal Polyposis in mucopolysaccharidosis type II.

Mucopolysaccharidosis (MPS) type II is a rare multisystem disorder resulting from the accumulation of breakdown products of glycosaminoglycans in the body tissues. Many patients with this disease undergo ENT (ear, nose and throat) surgeries such as adenotonsillectomy and tympanocentesis at a very early age, much before the diagnosis of MPS. Nasal polyposis is a rare occurrence, with only one case of MPS II with polyposis reported in the literature.