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Paper Citation Record · LEDGER

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks

As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2412.05348.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.05348 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:53:03.694437Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c38c513-9cf5-4a6c-983b-c984cd3cbb32 · outbound

This paper cites Parkinson's disease: clinical features and diagnosis,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Parkinson's disease: clinical features and diagnosis,

Reference 1

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ce357f92-e2e9-4e05-84c7-72ff3dd72f59 · outbound

This paper cites Description of Parkinson's disease as a clinical syndrome,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Description of Parkinson's disease as a clinical syndrome,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e0648f7d-6a01-4e52-b270-c69d590d5d50 · outbound

This paper cites Epidemiology of Parkinson's disease,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Epidemiology of Parkinson's disease,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 63ed8f5a-92e4-4331-b8ed-5ebd8e900fd2 · outbound

This paper cites The Parkinson Progression Marker Initiative (PPMI),.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks The Parkinson Progression Marker Initiative (PPMI),

Reference 4

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verified fuzzy
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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ce5744ba-d603-4171-b210-788a9295961e · outbound

This paper cites Rapid and ultra -sensitive quantitation of disease - associated α-synuclein seeds in brain and cerebrospinal fluid by αSyn RT- QuIC,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Rapid and ultra -sensitive quantitation of disease - associated α-synuclein seeds in brain and cerebrospinal fluid by αSyn RT- QuIC,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 864d5c8b-ef51-4333-b79e-a6b9014fd4c2 · outbound

This paper cites [123I]FP -CIT SPECT shows a pronounced decline of striatal dopamine transporter labelling in early and advanced Parkinson's disease,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks [123I]FP -CIT SPECT shows a pronounced decline of striatal dopamine transporter labelling in early and advanced Parkinson's disease,

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation bf888119-7478-47cb-89d5-15801e882f59 · outbound

This paper cites The Role of Functional Dopamine-Transporter SPECT Imaging in Parkinsonian Syndromes, Part 1,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks The Role of Functional Dopamine-Transporter SPECT Imaging in Parkinsonian Syndromes, Part 1,

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c679eb0e-29a8-49b4-a726-8a318b1cb5eb · outbound

This paper cites The role of dopaminergic imaging in patients with symptoms of dopaminergic system neurodegeneration,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks The role of dopaminergic imaging in patients with symptoms of dopaminergic system neurodegeneration,

Reference 8

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 1b0eee6d-eeed-485b-9d83-17cc8ad6d676 · outbound

This paper cites 123 -I Ioflupane SPECT measures of Parkinson disease progression in the Parkinson Progression Marker Initiative (PPMI) trial,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks 123 -I Ioflupane SPECT measures of Parkinson disease progression in the Parkinson Progression Marker Initiative (PPMI) trial,

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4549fbbd-1bba-4938-8398-c8bbdc2c7da3 · outbound

This paper cites Importance of low diagnostic Accuracy for early Parkinson's disease,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Importance of low diagnostic Accuracy for early Parkinson's disease,

Reference 10

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 36eea81a-c37e-4bb6-9f7c-d119e95d27bc · outbound

This paper cites Refining diagnosis of Parkinson's disease with deep learning -based interpretation of dopamine transporter imaging,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Refining diagnosis of Parkinson's disease with deep learning -based interpretation of dopamine transporter imaging,

Reference 11

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 1bfcd9b9-793d-4b74-a74d-c9d26be76a25 · outbound

This paper cites Invalidation of Parkinson's disease diagnosis after years of follow-up based on clinical, radiological and neurophysiological examination,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Invalidation of Parkinson's disease diagnosis after years of follow-up based on clinical, radiological and neurophysiological examination,

Reference 12

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 671952bf-0dd4-4501-acdc-ae6569526930 · outbound

This paper cites Impact of dopamine transporter SPECT using 123I-Ioflupane on diagnosis and management of patients with clinically uncertain Parkinsonian syndromes,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Impact of dopamine transporter SPECT using 123I-Ioflupane on diagnosis and management of patients with clinically uncertain Parkinsonian syndromes,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b8708c3c-61cb-4372-9a9f-e262b83ef025 · outbound

This paper cites an unresolved cited work.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Unresolved cited work

Reference 14

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 26b0d946-66ee-4d89-96f1-2712dd499d84 · outbound

This paper cites Long -Term Follow-Up of Patients with Scans without Evidence of Dopaminergic Deficit (SWEDD) in the ELLDOPA Study,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Long -Term Follow-Up of Patients with Scans without Evidence of Dopaminergic Deficit (SWEDD) in the ELLDOPA Study,

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 95f742c0-505e-4a39-8d4e-4cd702136a75 · outbound

This paper cites Accurate differentiation of parkinsonism and essential tremor using visual assessment of [123I] -FP-CIT SPECT imaging: the [123I]-FP-CIT study group,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Accurate differentiation of parkinsonism and essential tremor using visual assessment of [123I] -FP-CIT SPECT imaging: the [123I]-FP-CIT study group,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 68bd845e-f6ec-4a3b-be8a-648f0197eaa5 · outbound

This paper cites Dopamine Transporter SPECT: How to Remove Subjectivity?,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Dopamine Transporter SPECT: How to Remove Subjectivity?,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 8cf9b6fa-aa9b-4bff-8b4b-1771cdb80d75 · outbound

This paper cites an unresolved cited work.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-11T20:53:04.045362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3c1f2e11-50bd-48f6-ae9b-f90efa0e1185 · outbound

This paper cites Computer -Aided Diagnosis of Parkinson's Disease Using Enhanced Probabilistic Neural Network,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Computer -Aided Diagnosis of Parkinson's Disease Using Enhanced Probabilistic Neural Network,

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 0b5ad6e9-2f4d-4dfc-a575-b31d30cf2dd6 · outbound

This paper cites Artificial intelligence in the diagnosis of Parkinson's disease from ioflupane -123 single -photon emission computed tomography dopamine transporter scans using transfer learning,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Artificial intelligence in the diagnosis of Parkinson's disease from ioflupane -123 single -photon emission computed tomography dopamine transporter scans using transfer learning,

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 510b5695-9ba7-4292-aa27-66f3c0ff20c1 · outbound

This paper cites Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging,

Reference 21

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 582897e7-8114-43a0-a2b8-d93271598dda · outbound

This paper cites A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson’s Disease,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson’s Disease,

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d0972608-bb34-4aa4-91a6-fb53c2eb4fdb · outbound

This paper cites Computer -aided diagnosis of Parkinson's disease based on [(123)I]FP -CIT SPECT binding potential images, using the voxels -as-features approach and support vector machines,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Computer -aided diagnosis of Parkinson's disease based on [(123)I]FP -CIT SPECT binding potential images, using the voxels -as-features approach and support vector machines,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.986936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9ed3ee55-7b81-4499-ac20-fa5248462a91 · outbound

This paper cites Parkinson's Disease Detection Using Isosurfaces -Based Features and Convolutional Neural Networks,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Parkinson's Disease Detection Using Isosurfaces -Based Features and Convolutional Neural Networks,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.974730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f5a25f65-bd56-4990-9752-5d6997de372b · outbound

This paper cites Automatic classification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Automatic classification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.963142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 41bf854f-7c62-493b-bf2d-0ba84b572855 · outbound

This paper cites High -Accuracy Detection of Early Parkinson's Disease through Multimodal Features and Machine Learning,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks High -Accuracy Detection of Early Parkinson's Disease through Multimodal Features and Machine Learning,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.950582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2842b889-ec1d-492b-9a4b-ae1181b4d0f8 · outbound

This paper cites High -Accuracy Classification of Parkinson's Disease Through Shape Analysis and Surface Fitting in 123I -Ioflupane SPECT Imaging,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks High -Accuracy Classification of Parkinson's Disease Through Shape Analysis and Surface Fitting in 123I -Ioflupane SPECT Imaging,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.938252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ddc81615-16e8-4181-a94f-b76ec6607461 · outbound

This paper cites Improved parkinsonism diagnosis using a partial least squares based approach,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Improved parkinsonism diagnosis using a partial least squares based approach,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.925602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d1553484-cc88-4ef3-b62b-63143ffa61a2 · outbound

This paper cites Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging,

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.912261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.638933Z digest=sha256:19a544bc5fc802e3cefdf5cec5e44779beeea6b6e2cc88969e712cd6c059f4e5

Observation eaa23e88-ad29-4040-9f8d-dec808911825 · outbound

This paper cites Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.900582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation bbe50819-a3b4-4811-a4c5-f8f97f89eb76 · outbound

This paper cites Automatic classification of 123I-FP-CIT (DaTSCAN) SPECT images,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Automatic classification of 123I-FP-CIT (DaTSCAN) SPECT images,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.888930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.646640Z digest=sha256:449f0fc1e9e4e76a464e9f81ac99a2eadc08746f21aec8958e157ac077b8490b

Observation c7922e97-8a73-4a74-a903-f02162dc74d2 · outbound

This paper cites Machine learning models for the differential diagnosis of vascular parkinsonism and Parkinson’s disease using [123 I] FP-CIT SPECT,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Machine learning models for the differential diagnosis of vascular parkinsonism and Parkinson’s disease using [123 I] FP-CIT SPECT,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.877882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.650226Z digest=sha256:607fcf97dbfb0dc3318e437ce602611de1fe67385f18493b67888555664a1987

Observation 36bbabfc-3965-479b-8cb6-602e69508b3c · outbound

This paper cites Extraction, selection and comparison of features for an effective automated computer-aided diagnosis of Parkinson’s disease based on [123 I] FP -CIT SPECT images,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Extraction, selection and comparison of features for an effective automated computer-aided diagnosis of Parkinson’s disease based on [123 I] FP -CIT SPECT images,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.866312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.653633Z digest=sha256:61216d09141a42bfff535084d34e7dc6e1bd5867ea4190784001d1fc916c0e44

Observation 34ddf5f5-df83-440e-aa44-82218c58d159 · outbound

This paper cites Data - Driven Subtyping of Parkinson’s Disease Using Longitudinal Clinical Records: A Cohort Study,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Data - Driven Subtyping of Parkinson’s Disease Using Longitudinal Clinical Records: A Cohort Study,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.854414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.657083Z digest=sha256:d93e94ed5b5a9adca53eb307baf4947544275550f07c6c3702ba3d0b473d3e45

Observation c1ecc8eb-7f9c-449d-b012-8ecc25f81097 · outbound

This paper cites The Parkinson's progression markers initiative (PPMI) – establishing a PD biomarker cohort,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks The Parkinson's progression markers initiative (PPMI) – establishing a PD biomarker cohort,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.842580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.660549Z digest=sha256:2d42306b38ec6118957b1a9a2e3b995c831aadcffaf33ed4dd7f4c87b77e4031

Observation facd5116-7fb3-4e0d-a943-51d57836f239 · outbound

This paper cites Parkinsonism: onset, progression and mortality,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Parkinsonism: onset, progression and mortality,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.830499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.664143Z digest=sha256:d9a0e00483da1eb29752ad5668f1d9e5b7a503ab0e569a1a9907fbdb9c6c6497

Observation 5a8ec5f4-8e74-475b-abf8-5b6c71ba03c0 · outbound

This paper cites Deep learning,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Deep learning,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.818257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.667909Z digest=sha256:b71d42298018bd5a790852501bf6a164a067e8df699a107870b9e8468ff2f753

Observation 4fb81faa-9ac2-4f0a-ba33-7566c7bf132d · outbound

This paper cites Support -vector networks,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Support -vector networks,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.804237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.671480Z digest=sha256:88eca50eb7ac50c18cd935155eb32e1a448f7a9b02c6724298ffd4a73ef12afd

Observation 555e525a-52a4-45e4-95f3-51ef30583982 · outbound

This paper cites Efficient l -1 regularized logistic regression,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Efficient l -1 regularized logistic regression,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.790842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.675198Z digest=sha256:be53d5a28aee47903be5f39cf7189c6d481d83db30cc4ad08b34e25310c37939

Observation 462fb3a9-a5d6-4089-8acd-0a6656cb40ef · outbound

This paper cites Algorithms for hyper- parameter optimization,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Algorithms for hyper- parameter optimization,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.778508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.678931Z digest=sha256:5f118792f967f786076ccc7d1f371a3dc545daa0e55a82c4f19a65f45a0e6b83

Observation 8661a06d-8c15-435a-bbe3-adaab3f2ac42 · outbound

This paper cites Dropout: a simple way to prevent neural networks from overfitting,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Dropout: a simple way to prevent neural networks from overfitting,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.765296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.682772Z digest=sha256:48be38f61d6e88d721e03f56cd34bd67983b6930e431172f3206889879e2fb26

Observation 2089a360-fa1a-433f-a04b-345c06ccf523 · outbound

This paper cites The Effectiveness of Data Augmentation in Image Classification using Deep Learning.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T20:53:03.686520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:53:03.686520Z digest=sha256:2a3235b9fb5dea79a0bbce6e730f9990c0de8dd95897b7fd8d733886f05d2838

Observation a0e86566-af90-4a76-8642-2e3f55f8c392 · outbound

This paper cites Generative adversarial nets,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks Generative adversarial nets,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.752935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.690801Z digest=sha256:526fc8160715cc1b181cfef77cf4eba8879b76b8020a757436629441c7ea75cc

Observation c7b5a5e4-90d9-4b2f-9df2-b6582622127b · outbound

This paper cites When does label smoothing help?,.

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks When does label smoothing help?,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:03.740597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:53:03.694437Z digest=sha256:6080a71f9fb7d96600e3945b0edbe6b3cee60bc7ec46b93c42f8042202e57b31

Pith citing papers

No inbound Pith citation observations are available.