Large pre-trained language models (LLMs) have been shown to significant potential in few-shot learning across various fields, even with minimal training data. However, their ability generalize unseen tasks more complex such as biology, has yet be fully evaluated. LLMs can offer a promising alternative approach for biological inference, particularly cases where structured data and sample size are limited, by extracting prior knowledge from text corpora. Our proposed uses predict the synergy...

We describe a way of using Taylor spatial frames (TSFs) for acute deformation Gustilo IIIB tibial fractures and infected nonunions to close the soft tissue defects gradually restore anatomical alignment. use Direct Scheduler Utility module web-based software TSFs successfully alignment.We report case series above technique.Care was carried out at tertiary referral center limb reconstruction.Seven consecutive patients with significant loss after were treated.Defects closed fracture followed...

Dementia is a growing public health and health-care problem. Given there no cure for dementia, its early detection critical. This would help in introducing rehabilitation interventions earlier the disease trajectory, potentially slowing down cognitive decline. Subjective Cognitive Decline (SCD) indicative of memory loss/confusion considered among earliest symptomatic indicators preceding Mild Impairment (MCI). Therefore, prediction relevant dementia. Moreover, SCD under-explored not many...

Charcot arthropathy related foot and ankle deformities are a serious challenge. Surgical treatment of these is now well established. Conventional surgical includes extensive exposure, excision bone, acute correction internal fixation, which not always appropriate in presence active ulceration, infection poor bone quality. A minimally invasive approach to osteotomies gradual using circular frame proving helpful minimizing the complications. Taylor Spatial Frame (TSF) hexapod with its various...

We present ASSET, a neural architecture for automatically modifying an input high-resolution image according to user's edits on its semantic segmentation map. Our is based transformer with novel attention mechanism. key idea sparsify the transformer's matrix at high resolutions, guided by dense extracted lower resolutions. While previous mechanisms are computationally too expensive handling images or overly constrained within specific regions hampering long-range interactions, our mechanism...

We present ASSET, a neural architecture for automatically modifying an input high-resolution image according to user's edits on its semantic segmentation map. Our is based transformer with novel attention mechanism. key idea sparsify the transformer's matrix at high resolutions, guided by dense extracted lower resolutions. While previous mechanisms are computationally too expensive handling images or overly constrained within specific regions hampering long-range interactions, our mechanism...

Introduction Classical fixation using a circular frame involves two rings per segment and in many units this remains the norm whether ilizarov or hexapod type frames. We present results of ring at King's College Hospital. Materials & Methods A prospective database has been maintained all frames applied since 2007. Radiographs from prior to July 2022 were examined. Clinic letters then used identify complications. Included: for fracture, malunion, nonunion, arthrodesis deformity correction...

Dyslipidemia is a disorder characterized by abnormally high concentrations total Cholesterol, VLDL,LDL, triglycerides and decreased concentration of HDL in the blood caused abnormal lipid lipoprotein metabolism has risk producing various complications like cardiovascular diseases, diabetes, obesity, hypertension, atherosclerosis etc. condition which shares lot similarity pathogenesis clinical presentation Medoroga. It single blind comparative study with pre test post design where minimum 40...

Although there had been enormous development in the field of medical science presently, importance ancient methods preventing diseases could not be ignored even 21st century. Communicable continue to a major public health problem India. The root-cause Janapadodhwansha is Adharma which this context means non-performance one’s duties with honesty or as per rules nature country. arises due Pragnaparadha (intellectual errors occurring knowingly). can prevented and controlled by using Panchakarma...

In this project, we want to explore the newly emerging field of prompt engineering and apply it downstream task detecting LM biases. More concretely, how design prompts that can indicate 4 different types biases: (1) gender, (2) race, (3) sexual orientation, (4) religion-based. Within our experiment with manually crafted draw out subtle biases may be present in language model. We these multiple variations popular well-recognized models: BERT, RoBERTa, T5 evaluate their provide a comparative...

Large pre-trained language models (LLMs) have been shown to significant potential in few-shot learning across various fields, even with minimal training data. However, their ability generalize unseen tasks more complex such as biology, has yet be fully evaluated. LLMs can offer a promising alternative approach for biological inference, particularly cases where structured data and sample size are limited, by extracting prior knowledge from text corpora. Our proposed uses predict the synergy...

Sthaulya is one of the Santarpanotta Vyadhi. It considered as among Ashta Ninditeeya Purusha. a Rasa Nimittija and Medo Pradoshaja Vyadhi Avyayama, Athiasana, Athishayana so on are some Nidanas Sthaulya. Most world’s population live in countries where overweight obesity kills more people than underweight. Apatarpana Chikitsa main line treatment When there involvement Kapha Medas pathogenesis Avarana, condition needs Teekshna Basti with Lekhana properties. The Varanadi Gana Kwatha which...

Background: Hyperuricemia affects approximately 5.9% of men and 2.0% women around 12% overall population. Vatarakta is correlated with hyperuricemia a acute/chronic inflammatory condition joint takes place predominantly where serum uric acid raised beyond 6.8 mg/dL. Aims Objectives: Assessment Guduchyadi Ksheera Basti in the management Hyperuricemia. Methodology: The 23 patients either sex belonging to age between 20-70 years having signs symptoms confirmatory haematological investigations,...

Ayurvedic classics have described many diseases amongst which Jwara stands first because of its uniqueness to make everyone suffer, since birth death. being one the commonest symptoms accompanies almost all constitutional has been coined with term Rogadhipathi. Fever is defined as temperature in rectum more than 100.4°F (38°C), oral cavity above 99.5°F (37.5°C) or axilla 99°F (37. 2°C). If we don’t treat fever earlier stage, there will be chances hyperpyrexia may cause febrile convulsions...

Background: Skin diseases are among the most common health problems worldwide and associated with considerable burden. In Ayurveda classics, skin disorders termed in general as Kushta caused involvement of Vata, Pitta, Shleshma Krimi. Among diversified etiological factors Krimi has a great importance. So, here an attempt is made to evaluate clinical types, isolate fungal species, identify probable risk Krimijanya present population. Objectives: To special reference Tinea Corporis prevalent...

Darunaka (dandruff) is a disorder mentioned under the spectrum of Shirokapalagata Roga/Kshudra Roga by various Acharyas. It Kapha-Vata predominant Shiro-Kapala (scalp), characterized Kandu (itching), Kesha-Chyuti (hair fall), Keshabhumi-Rukshata (dryness scalp) and Keshabhumi-Sphutana (scaling). Shiroabyanga (oil massage to with Keechakadi Taila as treatment modality for Vangasena. contains Keechaka (Bambusa arundinaceace), Sarshapa (mustard oil), Gomutra (cow’s urine) ingredients. In...

Background: Bahirparimarjana Chikitsa is one of two modes treatment explained in Ayurvedic medical science. Doshas move from internal Koshta to Shaakha during disease pathology or Roga Samprapti. Swedana considered such protocol bring Koshta. Parisheka a method by pouring medicated water oil over the body. Dhanyamla Rooksha inducing Sweda. Amavata with predominant Kapha and Vata Dosha. Its Vyaktha Sthana predominantly Sandhi severe pain swelling. Treatment includes Swedana. Symptoms...

Background: Undernutrition is one of the major causes increased morbidity & mortality among children. One most emerging issues in present scenario having long-term effects on physical cognitive development. Underweight cardinal determinants under nutrition. According to a 2019 report, India ranked 102 out 119 countries. As per NFHS 4 shows 35.7% 5 children were underweight, 38.4% stunted 21% wasted. Karshya an Apatarpana Janya Vyadhi. The trial was proposed study comparative effect...

Recurrent tonsillitis is commonly seen in children and this has many adverse effects on the normal growth development of child, missing school days, economic burden treatment etc. are few to name. About 30 million develop with frequent exposure bacterial viral infections. The chronic wherein tonsil gland gets inflamed enlarged repeatedly, after size remains same though inflammation subsides. This leads obstruction throat both airways as well digestive tract. According Ayurvedic classics,...