Publications by authors named "Badhe S"

Purpose To develop a highly generalizable weakly supervised model to automatically detect and localize image-level intracranial hemorrhage (ICH) by using study-level labels. Materials and Methods In this retrospective study, the proposed model was pretrained on the image-level Radiological Society of North America dataset and fine-tuned on a local dataset by using attention-based bidirectional long short-term memory networks. This local training dataset included 10 699 noncontrast head CT scans in 7469 patients, with ICH study-level labels extracted from radiology reports.

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Background: Altered size in the corpus callosum (CC) has been reported in individuals with autism spectrum disorder (ASD), but few studies have investigated younger children. Moreover, knowledge about the age-related changes in CC size in individuals with ASD is limited.

Objectives: Our objective was to investigate the age-related size of the CC and compare them with age-matched healthy controls between the ages of 2 and 18 years.

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Purpose: Duchenne muscular dystrophy (DMD) is the most common and severe form of muscular dystrophy. Current diagnostic tests like genetic testing, needle electromyography, and muscle biopsy are either not easily available or invasive, and they are impractical for assessing disease progression and treatment outcomes. Therefore, there is a need for a non-invasive and accurate investigative modality for DMD.

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Article Synopsis
  • Grading gliomas accurately is critical for prognosis but often relies on complex and subjective MRI interpretations that can lead to errors.
  • This study utilized a machine learning approach to analyze radiomic features from MRI scans of 83 patients with confirmed gliomas, aiming to classify glioma grades more effectively.
  • The random forest classifier outperformed others, achieving an accuracy of 83% and an AUC of 0.81, demonstrating that machine learning can enhance the prediction of glioma grades non-invasively before surgery.
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Background: Native hip dislocations are most commonly seen after high energy trauma. While there are documented cases of hip dislocation with associated stroke, we present a case of posterior hip dislocation in the context of acute longitudinal transverse myelitis due to a rare presentation of SARS-CoV-2.

Case Report: A 60-year-old male presented with bilateral lower limb weakness with a shortened internally rotated left leg.

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There are two neuron-level mechanisms proposed to underlie neural plasticity: recruiting neurons nearby to support the lost function (ipsilesional plasticity) and uncovering latent pathways that can assume the function that was lost (contralesional plasticity). While both patterns have been demonstrated in patient groups following injury, the specific mechanisms underlying each mode of plasticity are poorly understood. In a retrospective case series of 13 patients, we utilize a novel paradigm that analyzes serial fMRI scans in patients harboring intrinsic brain tumors that vary in location and growth kinetics to better understand the mechanisms underlying these two modes of plasticity in the human primary motor cortex.

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Over the past decade there have been increasing reports of atypical femoral fractures (AFFs) associated with bisphosphonate use. Reported cases of bilateral involvement usually refer to sequential injuries, or a complete fracture with an incomplete injury to the contralateral limb. In this case report we describe simultaneous, bilateral, complete atypical femoral fractures following a simple fall.

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Linburg-Comstock syndrome is characterised by an anomalous tendon slip from the flexor pollicis longus to the flexor digitorum profundus, usually of the index finger. An incidence as high as 60% to 70% has been reported. Post-traumatic inflammation of inter-tendinous connections between the flexor pollicis longus and flexor digitorum profundus, usually of the index finger, may cause unexplained chronic pain in the distal forearm.

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Introduction: Urokinase is a potent plasminogen activator. Present Bio assay methods of Urokinase are very tedious. So a new simple spectrophotometric Bio assay method was developed to estimate thrombolytic activity of Urokinase.

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Intractable pain out of proportion to the injury sustained is considered to be the earliest and most reliable indicator of a developing compartment syndrome. We report 4 cases where competent sensate patients developed compartment syndromes without any significant pain. The first patient developed a painless compartment syndrome in the well leg following surgery for femoral fracture on the other side.

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Production of an anti-inflammatory enzyme serratiopeptidase by fermentation with Serratia marcescens ATCC 13880 was studied to ascertain optimal nutritional conditions for large scale production. To study biosynthesis and production of serratiopeptidase by Serratia marcescens ATCC 13880, different physicochemical parameters were studied and optimized. The optimized medium contain, (g/l) glycerine 10.

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The purpose of the research was to study the purification and partial characterization of thermostable serine alkaline protease from a newly isolated Bacillus species HSRB08, which was isolated from hotspring. The enzyme was purified in a 2-step procedure involving ammonium sulfate precipitation and Sephadex G-200 chromatography. The enzyme was shown to have molecular weight of 66 kD by sodium dodecyl sulphate polyacrylamide gel electrophoresis (SDS-PAGE) and Gelatin Zymogram and was purified 15.

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Porcine dermal collagen (Zimmer Patch, formerly known as Permacol; Tissue Science Laboratories plc, Aldershot, Hampshire, UK) has been used for reinforcement of several human body tissues with success and has been shown to act as a durable, permanent tissue scaffold that assists healing. The purpose of this study was to determine the effectiveness of porcine dermal collagen as a tendon augmentation graft in the repair of extensive rotator cuff tears. This prospective study evaluated the clinical, ultrasound, and magnetic resonance imaging outcome 4.

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The small fragment AO clavicular hook plate is indicated for certain fractures of the lateral end of clavicle and for symptomatic acromio-clavicular joint dislocations where there is rupture of the stabilizing ligaments. The complex anatomy and biomechanics of the acromio-clavicular joint can lead to complications that result in damage to the joint itself or acromial erosion. In addition, the rotator cuff complex is at risk of injury when inserting the plate.

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Significant reduction in hemorrhage (10 v/s 13), necrosis (2 v/s 4), cavitations (7 v/s 13), neuronal degeneration, perivascular and parenchymal inflammatory infiltrate (7 v/s 11) were observed in Vitamin E treated cold induced head injury in guinea pigs, evaluated post injury using the modified Benderson's scale. The results suggest that Vitamin E is highly effective in promoting clinical and histopathological recovery in cold induced head injury in guinea pigs.

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Introduction: Non-operative treatment of Neer type 2 lateral end clavicle fractures presents a difficult problem due to the high incidence of non-union, delayed union and resulting shoulder girdle instability. Operative techniques described may require extensive soft tissue reconstruction, implant removal or lead to implant failure.

Materials And Methods: We report a modified tension band suturing technique for the treatment of these lateral end displaced clavicle fractures that avoids these problems of extensive soft tissue dissection, implant removal or implant failure.

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We describe an unusual sports injury in a young man, a combination of obturator hip dislocation with an ipsilateral anterior cruciate ligament injury. Traumatic non-prosthetic hip dislocations, particularly obturator hip dislocations, are extremely rare sports injuries and have not previously been reported in conjunction with a knee ligament injury. The severe pain and obvious deformity from the hip injury can distract from other injuries, particularly to the ipsilateral knee.

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We reviewed 81 consecutive ABG I primary total hip replacements implanted in 72 patients between January 1993 and December 1998. The mean follow-up was 8.2 (range 7-12) years.

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