Kacie Dougherty
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View article: Extracting Pulmonary Embolism Diagnoses From Radiology Impressions Using GPT-4o: Large Language Model Evaluation Study
Extracting Pulmonary Embolism Diagnoses From Radiology Impressions Using GPT-4o: Large Language Model Evaluation Study Open
Background Pulmonary embolism (PE) is a critical condition requiring rapid diagnosis to reduce mortality. Extracting PE diagnoses from radiology reports manually is time-consuming, highlighting the need for automated solutions. Advances in…
View article: Extracting Pulmonary Embolism Diagnoses From Radiology Impressions Using GPT-4o: Large Language Model Evaluation Study (Preprint)
Extracting Pulmonary Embolism Diagnoses From Radiology Impressions Using GPT-4o: Large Language Model Evaluation Study (Preprint) Open
BACKGROUND Pulmonary embolism (PE) is a critical condition requiring rapid diagnosis to reduce mortality. Extracting PE diagnoses from radiology reports manually is time-consuming, highlighting the need for automated solutions. Advances i…
View article: Extracting Pulmonary Embolism Diagnoses from Radiology Impressions Using GPT-4o: A Large Language Model Evaluation Study
Extracting Pulmonary Embolism Diagnoses from Radiology Impressions Using GPT-4o: A Large Language Model Evaluation Study Open
Background Pulmonary embolism (PE) is a critical condition requiring rapid diagnosis to reduce mortality. Extracting PE diagnoses from radiology reports manually is time-consuming, highlighting the need for automated solutions. Advances in…
View article: Development and validation of a machine learning model integrated with the clinical workflow for inpatient discharge date prediction
Development and validation of a machine learning model integrated with the clinical workflow for inpatient discharge date prediction Open
Background Discharge date prediction plays a crucial role in healthcare management, enabling efficient resource allocation and patient care planning. Accurate estimation of the discharge date can optimize hospital operations and facilitate…
View article: Development and validation of a machine learning model integrated with the clinical workflow for early detection of sepsis
Development and validation of a machine learning model integrated with the clinical workflow for early detection of sepsis Open
Background Sepsis is a life-threatening condition caused by a dysregulated response to infection, affecting millions of people worldwide. Early diagnosis and treatment are critical for managing sepsis and reducing morbidity and mortality r…
View article: The Impact of a Hybrid Hospital at Home Program in Reducing Subacute Rehabilitation
The Impact of a Hybrid Hospital at Home Program in Reducing Subacute Rehabilitation Open
The reduced need for SAR for HaH patients in this study suggests that HaH programs are a promising alternative care model. Future work may consider how health outcomes vary for patients with different diagnoses, clinical histories and demo…
View article: Contributed Session III: Identifying Specific Neural Substrates for Bayesian-like Computations in Binocular Vision and Multisensory Processing
Contributed Session III: Identifying Specific Neural Substrates for Bayesian-like Computations in Binocular Vision and Multisensory Processing Open
Bayesian thinking is influential in vision but the grounding of Bayesian computation in wetware is poorly understood. Bayesian reliability (inverse variance) weighting of inputs is predicted by Maximum Likelihood Estimation Theory and has …
View article: The impact of a hybrid hospital at home program in reducing subacute rehabilitation referrals
The impact of a hybrid hospital at home program in reducing subacute rehabilitation referrals Open
Purpose The purpose of this study was to validate Hospital at Home as an appropriate care option for patients of certain diagnostic-related groups and acuity levels. Patients and methods We compared outcomes for patients in a Hospital at H…
View article: Does V1 response suppression initiate binocular rivalry?
Does V1 response suppression initiate binocular rivalry? Open
Using this dataset As Cell Press authors, we share all of the data and original code we report in our paper with the research community. This dataset contains stimulus-locked multi-units responses for each recording session analyzed and re…
View article: Does V1 response suppression initiate binocular rivalry?
Does V1 response suppression initiate binocular rivalry? Open
Using this dataset As Cell Press authors, we share all of the data and original code we report in our paper with the research community. This dataset contains stimulus-locked multi-units responses for each recording session analyzed and re…
View article: Does V1 response suppression initiate binocular rivalry?
Does V1 response suppression initiate binocular rivalry? Open
Using this dataset As Cell Press authors, we share all of the data and original code we report in our paper with the research community. This dataset contains stimulus-locked multi-units responses for each recording session analyzed and re…
View article: Does V1 response suppression initiate binocular rivalry?
Does V1 response suppression initiate binocular rivalry? Open
Using this dataset As Cell Press authors, we share all of the data and original code we report in our paper with the research community. This dataset contains stimulus-locked multi-units responses for each recording session analyzed and re…
View article: Does V1 response suppression initiate binocular rivalry?
Does V1 response suppression initiate binocular rivalry? Open
Using this dataset As Cell Press authors, we share all of the data and original code we report in our paper with the research community. This dataset contains pre-processed data of the 91 multi-units reported in the associated manuscript a…
View article: Near-field potentials index local neural computations more accurately than population spiking
Near-field potentials index local neural computations more accurately than population spiking Open
Local field potentials (LFP) are low-frequency extracellular voltage fluctuations thought to primarily arise from synaptic activity. However, unlike highly localized neuronal spiking, LFP is spatially less specific. LFP measured at one loc…
View article: Rapid adaptation of primate LGN neurons to drifting grating stimulation
Rapid adaptation of primate LGN neurons to drifting grating stimulation Open
Neural adaptation can be defined as reduction of spiking responses following repeated or prolonged stimulation. Adaptation helps adjust neural responsiveness to avoid saturation and has been suggested to improve perceptual selectivity, inf…
View article: Role of V1 ocular dominance for binocular integration
Role of V1 ocular dominance for binocular integration Open
Neurons in primate primary visual cortex (V1) combine left and right-eye information to form a binocular response. Models of binocular combination attempt to account for V1 binocular responses as a function of monocular responses and stimu…
View article: Case studies in neuroscience: reversible signatures of edema following electric and piezoelectric craniotomy drilling in macaques
Case studies in neuroscience: reversible signatures of edema following electric and piezoelectric craniotomy drilling in macaques Open
Close examination of structural MRI in eight nonhuman primates following craniotomy surgeries for intracranial electrophysiology highlights a prevalence of hyperintensities on T2-weighted scans following surgeries conducted using electric …
View article: Reversible edema following electric drilling of macaque craniotomy
Reversible edema following electric drilling of macaque craniotomy Open
In-vivo electrophysiology requires direct access to brain tissue, necessitating the development and refinement of surgical procedures and techniques that promote the health and well-being of the animal subjects. Here, we report a series of…
View article: Binocular Suppression in the Macaque Lateral Geniculate Nucleus Reveals Early Competitive Interactions between the Eyes
Binocular Suppression in the Macaque Lateral Geniculate Nucleus Reveals Early Competitive Interactions between the Eyes Open
The lateral geniculate nucleus (LGN) of the dorsal thalamus is the primary recipient of the two eyes’ outputs. Most LGN neurons are monocular in that they are activated by visual stimulation through only one (dominant) eye. However, there …
View article: Stimulus Feature-Specific Information Flow Along the Columnar Cortical Microcircuit Revealed by Multivariate Laminar Spiking Analysis
Stimulus Feature-Specific Information Flow Along the Columnar Cortical Microcircuit Revealed by Multivariate Laminar Spiking Analysis Open
Most of the mammalian neocortex is comprised of a highly similar anatomical structure, consisting of a granular cell layer between superficial and deep layers. Even so, different cortical areas process different information. Taken together…
View article: Spontaneous Irs1 passenger mutation linked to a gene-targeted SerpinB2 allele
Spontaneous Irs1 passenger mutation linked to a gene-targeted SerpinB2 allele Open
In characterizing mice with targeted disruption of the SerpinB2 gene, we observed animals that were small at birth with delayed growth and decreased life expectancy. Although this phenotype cosegregated with homozygosity for the inactive S…
View article: V1 laminar spiking responses to binocular stimuli of varying contrast
V1 laminar spiking responses to binocular stimuli of varying contrast Open
Our forward-facing eyes provide two streams of visual information that merge into a single, coherent view. Psychophysical and anatomical studies have pointed to neurons in the primate primary visual cortex (V1) as playing an important role…
View article: Sparse adaptation among LGN neurons in the awake behaving primate
Sparse adaptation among LGN neurons in the awake behaving primate Open
One of the most important functions of the visual system is to dynamically adapt to changing environments. A well-known neuronal phenomenon underlying such adaptation is a decline in visual response after prolonged or repeated visual expos…
View article: Temporal dynamics of binocular integration in primary visual cortex
Temporal dynamics of binocular integration in primary visual cortex Open
Whenever we open our eyes, our brain quickly integrates the two eyes' perspectives into a combined view. This process of binocular integration happens so rapidly that even incompatible stimuli are briefly fused before one eye's view is sup…