Total-Body PET System Designs with Axial and Transverse Gaps: A Study of Lesion Quantification and Detectability.

High-sensitivity total-body PET enables faster scans, lower doses, and dynamic multiorgan imaging. However, the higher system cost of a scanner with a long axial field of view (AFOV) hinders its wider application. This paper investigates the impact on the lesion quantification and detectability of cost-effective total-body PET sparse designs.

Sickle cell disease in Indian tribal population: Findings of a multi-centre Indian SCD registry.

Background: Sickle cell disease (SCD) registries provide crucial real-world data on demographics, epidemiology, healthcare, patient outcomes, and treatment efficacy. This paper presents findings from the Indian SCD Registry (ISCDR) on clinical manifestations, crisis episodes, disease management, and healthcare utilization in patients with SCD from 12 primary health centres (PHCs) in six tribal districts of India.

Methods: The ISCDR was introduced along with a three-tier screening process.

Endline assessment of knowledge about sickle cell disease among the tribal community of Chhotaudepur district of Gujarat.

Sickle cell disease (SCD) is a significant public health concern in India, with one of the highest disability burdens worldwide. For the success of the disease prevention and control program that aims to reduce prevalence through health promotion and screening, the public's prior knowledge of the disease is important. Hence, this study was conducted to assess baseline knowledge of the disease and effects of health education and community mobilization program in the SCD endemic tribal community of Gujarat.

Recovery of the spatially-variant deformations in dual-panel PET reconstructions using deep-learning.

Dual panel PET systems, such as Breast-PET (B-PET) scanner, exhibit strong asymmetric and anisotropic spatially-variant deformations in the reconstructed images due to the limited-angle data and strong depth of interaction effects for the oblique LORs inherent in such systems. In our previous work, we studied time-of-flight (TOF) effects and image-based spatially-variant PSF resolution models within dual-panel PET reconstruction to reduce these deformations. The application of PSF based models led to better and more uniform quantification of small lesions across the field of view (FOV).

Strengthening Health System and Community Mobilization for Sickle Cell Disease Screening and Management among Tribal Populations in India: An Interventional Study.

Sickle cell disease (SCD) affects 5% of the global population, with over 300,000 infants born yearly. In India, 73% of those with the sickle hemoglobin gene belong to indigenous tribes in remote regions lacking proper healthcare. Despite the prevalence of SCD, India lacked state-led public health programs until recently, leaving a gap in screening and comprehensive care.

Energy-based scatter estimation in clinical PET.

Background: Scatter correction (SC) is essential in PET for accurate quantitative imaging. The state-of-the-art SC method is single-scatter simulation (SSS). Although this method is usually robust and accurate, it can fail in some situations, for example when there is motion between the CT and PET scans in PET/CT.

Advances in Breast PET Instrumentation.

Dedicated breast PET scanners currently have a spatial resolution in the 1.5 to 2 mm range, and the ability to provide tomographic images and quantitative data. They are also commercially available from a few vendors.

Stigma of sickle cell disease among Indian tribal population: A multi-centric qualitative study.

Background: Sickle Cell Disease (SCD) is the most prevalent hemoglobinopathy, impacting around 5% of the global population. The Indian tribal population, which has been a key focus of the Indian SCD program, can experience health-related stigma due to the multidimensional impact of the disease. This preliminary qualitative inquiry delves into the lived experiences of individuals and synthesizes domains to identify the sources of stigma.

Impact of Tomosynthesis Acquisition on 3D Segmentations of Breast Outline and Adipose/Dense Tissue with AI: A Simulation-Based Study.

Digital breast tomosynthesis (DBT) reconstructions introduce out-of-plane artifacts and false-tissue boundaries impacting the dense/adipose and breast outline (convex hull) segmentations. A virtual clinical trial method was proposed to segment both the breast tissues and the breast outline in DBT reconstructions. The DBT images of a representative population were simulated using three acquisition geometries: a left-right scan (conventional, I), a two-directional scan in the shape of a "T" (II), and an extra-wide range (XWR, III) left-right scan at a six-times higher dose than I.

Indian sickle cell disease registry for surveillance and patient management: Development and implementation.

In India, sickle cell disease (SCD) predominantly occurs in indigenous (tribal) people, who are about 104 million. However, screening and diagnosis seldom happen. This situation necessitates developing a comprehensive SCD care model, including a registry.

Evaluation of cost-effective system designs for long axial field-of-view PET scanners.

. Current commercial positron emission tomography (PET) scanners have excellent performance and diagnostic image quality primarily due to improvements in scanner sensitivity and time-of-flight (TOF) resolution. Recent years have seen the development of total-body PET scanners with longer axial field-of-view (AFOV) that increase sensitivity for single organ imaging, and also image more of the patient in a single bed position thereby enabling multi-organ dynamic imaging.

Sickle cell disease-related knowledge and perceptions of traditional healers in tribal communities in India: implications on sickle cell disease programme.

Sickle cell disease (SCD) is a progressively debilitating genetic disease, and India is the second most affected nation in the prevalence of births with SCD. This SCD prevalence is high among Indian indigenous tribal communities, whose healthcare is pluralistic. Traditional healers are an essential part of tribal pluralistic care.

The potential of a medium-cost long axial FOV PET system for nuclear medicine departments.

Purpose: Total body positron emission tomography (TB-PET) has recently been introduced in nuclear medicine departments. There is a large interest in these systems, but for many centers, the high acquisition cost makes it very difficult to justify their current operational budget. Here, we propose medium-cost long axial FOV scanners as an alternative.

Feasibility of population-based screening of sickle cell disease through the primary health care system in tribal areas of India.

Objective: To describe the development and implementation of a population-based screening programme for sickle cell disease (SCD) implemented in 12 SCD-endemic and tribal-dominated primary/community health centres (PHCs/CHCs) across six districts of India.

Setting: India reports a huge burden of SCD, especially among indigenous (tribal) communities. However, there is no state-led SCD programme in many places, and systematic screening is absent.

A personalized deep learning denoising strategy for low-count PET images.

. Deep learning denoising networks are typically trained with images that are representative of the testing data. Due to the large variability of the noise levels in positron emission tomography (PET) images, it is challenging to develop a proper training set for general clinical use.

Reconstruction-free positron emission imaging.

Measurement of the arrival times of annihilation photons in a detector with greater precision is opening the way to new direct forms of tomographic positon emission imaging that do not require back-projection based reconstruction techniques.

Data-driven, energy-based method for estimation of scattered events in positron emission tomography.

Scattered events add bias in the reconstructed positron emission tomography (PET) images. Our objective is the accurate estimation of the scatter distribution, required for an effective scatter correction.In this paper, we propose a practical energy-based (EB) scatter estimation method that uses the marked difference between the energy distribution of the non-scattered and scattered events in the presence of randoms.

Peripheral health workers' knowledge and experience related to sickle cell disease: an in-depth interview study in six tribal-dominated districts of India.

This study reports the extent of sickle cell disease (SCD)-related knowledge and management practices of peripheral health workers located in tribal areas of India. This formative qualitative study used a grounded theory approach and collected data through in-depth interviews. It was implemented in six districts endemic to SCD.

Novel Perlin-based Phantoms Using 3D Models of Compressed Breast Shape and Fractal Noise.

Virtual clinical trials (VCTs) have been used widely to evaluate digital breast tomosynthesis (DBT) systems. VCTs require realistic simulations of the breast anatomy (phantoms) to characterize lesions and to estimate risk of masking cancers. This study introduces the use of Perlin-based phantoms to optimize the acquisition geometry of a novel DBT prototype.

Pre-clinical evaluation and optimization of image quality for a Next Generation Tomosynthesis prototype.

A next generation tomosynthesis (NGT) prototype has been developed to investigate alternative scanning geometries for digital breast tomosynthesis (DBT). The NGT system uses a 2D plane as an address space for the x-ray source to define an acquisition geometry. In previous work, tests of physics have been used as objective metrics to evaluate image quality for NGT.

A proof-of-concept study of an in-situ partial-ring time-of-flight PET scanner for proton beam verification.

Development of a PET system capable of imaging requires a design that can accommodate the proton treatment beam nozzle. Among the several PET instrumentation approaches developed thus far, the dual-panel PET scanner is often used as it is simpler to develop and integrate within the proton therapy gantry. Partial-angle coverage of these systems can however lead to limited-angle artefacts in the reconstructed PET image.

Time of Flight in Perspective: Instrumental and Computational Aspects of Time Resolution in Positron Emission Tomography.

The first time-of-flight positron emission tomography (TOF-PET) scanners were developed as early as in the 1980s. However, the poor light output and low detection efficiency of TOF-capable detectors available at the time limited any gain in image quality achieved with these TOF-PET scanners over the traditional non-TOF PET scanners. The discovery of LSO and other Lu-based scintillators revived interest in TOF-PET and led to the development of a second generation of scanners with high sensitivity and spatial resolution in the mid-2000s.

Inadequate community knowledge about sickle cell disease among the Indian tribal population: a formative assessment in a multicentric intervention study.

Background: Sickle cell disease (SCD) is a serious public health problem, with >300 000 affected births worldwide each year. About 73% of the SCD-affected people in India belong to the tribal population. The Government of India is planning to implement a programme for SCD and hence people's knowledge of SCD is crucial.