The Scientific Registry of Transplant Recipients (SRTR) database includes data collected by the Organ Procurement and Transplantation Network (OPTN), supplemented with data from the Centers for Medicare & Medicaid Services (CMS) and the National Technical Information Services (NTIS) Death Master File. The database allows organ transplant programs to register candidates for transplant, match donated...

This dataset of multi single neuron recordings was acquired from three rats (EE, FF, GG) while they performed a working memory task. Neuronal activity was monitored simultaneously in the PFC (64 channels) and the intermediate CA1 (32 channels) of the hippocampus. In one rat (EE), sleep was also recorded before and after the task. The data was obtained during 52 main recording sessions and nine short...

This dataset includes one hundred knee MRI cases. The one hundred cases comprise five 20-case sets for each of the following sequences: Coronal spin density weighted with fat suppression, Coronal spin density weighted without fat suppression, Azial Ts weighted with fat suppression, Saggittal T2 weighted with fat suppression, Sagittal spin density weighted. The dataset is organized slice by slice,...

This deidentified imaging dataset is comprised of raw k-space data in several sub-dataset groups. Raw and DICOM data have been deidentified via conversion to the vendor-neutral ISMRMRD format and the RSNA Clinical Trial Processor, respectively. Manual inspection of each DICOM image was also performed to check for the presence of any unexpected protected health information (PHI), with spot checking...

The Benchmark for Automatic Glottis Segmentation (BAGLS) dataset contains 59,250 high-speed laryngeal videoendoscopy frames and individually annotated segmentation masks obtained from anonymized recordings of 640 consenting subjects across multiple hospitals in Europe and the United States. Participating institutions were Boston University; Louisiana State University; New York University; Sint-Augustinus...

This dataset includes 3D scanning electron microscopy (SEM) images of a female mouse corpus callosum and MATLAB code for random walker (RaW) segmentations of myelinated axons. The code additionally characterizes inner axonal diameters and fiber orientation dispersion within segments of the intra-axonal spaces and myelin sheaths. In the study, a female 8-week-old C57BL/6 mouse was perfused trans-cardiacally...

This dataset supports a meta-analysis of spiral ganglion cell (SGC) counts and speech perception of adult patients with cochlear implants. A total of 13 studies were included and a PRISMA flow diagram can be found with the publication (see Associated Publications). Subjects were excluded from the meta-analysis if they were duplicate, had electrode insertions under 15 mm, or had unknown insertion depths....

Clinical data was extracted from electronic health records from patients treated for hip fractures by the Department of Orthopedic Surgery at NYU Langone Health between October 2014 and February 2020. A total of 1,590 patients aged 55 and older were included in the retrospective review with complete records for patient's sex; body mass index; comorbidities as measured with the Charlson Comorbidity...

Magnetic resonance imaging (MRI) can image brain structure non-invasively and without ionizing radiation. However, inferring histopathological information from MRI remains challenging due to lack of direct links between MRI signals and cellular structures. This study showed that deep convolutional neural networks can estimate histological staining intensity directly from MRI signals developed using...

To develop the Primitive Sequencing pipeline (PrimSeq), a deep learning-based framework to automatically identify and count functional primitives in rehabilitation training, investigators captured the upper body motion of 41 chronic stroke patients aged 21 to 84 years old who performed a battery of rehabilitation activities. Eligibility criteria included premorbid right-handedness, ability to give...