Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:34:27.273325Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:1908.11199.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:34:27.273325Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 880701b3-246d-4858-b913-0f5742cf5c20 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Missing pieces in the Parkinson’s disease puzzle,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ce4d99e7-3815-4ba7-976c-bc405ee03102 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Non-motor symptoms of Parkin- son’s disease: dopaminergic pathophysiology and treatment,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0a8c4fb3-374d-464f-a9ce-b22267d407cd · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial SNM practice guideline for dopamine transporter imaging with 123I-Ioflupane SPECT 1.0,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 11466503-8337-41f6-8396-8445f22bd264 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial SPECT imaging evaluation in movement disorders: far beyond visual assessment,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3e0d3e8b-0cda-45fb-ae9e-75d10c002916 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Comparison of machine learning and semi-quantification algorithms for (I123)FP-CIT classification: the beginning of the end for semi-quantification?
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7bc06936-52d6-42d9-8a82-4e465d5199e5 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Deep learning,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6e826b3f-d6be-4e74-88e2-b31409f44cf5 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Goodfellow, Y
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 818b5000-5fb9-40cf-bc25-5fb3416fec43 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Receptive fields, binocular interaction and functional architecture in the cat’s visual cortex,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a22ff37c-3a10-4a36-b6ab-fd277e81cc0f · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Deep neural networks rival the representation of primate IT cortex for core visual object recognition,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c283fe02-5cdd-4971-8007-a709177b8ba7 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial A survey on deep learning in medical image analysis,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 200b6c13-2a6e-4ac5-96df-b762c1733bcb · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Biomedical imaging and analysis in the age of big data and deep learning [scanning the issue],
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 658de90d-59a2-4c1d-bb9b-3162d61ac332 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Con- volutional neural networks for neuroimaging in Parkinson’s disease: Is preprocessing needed?
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a8f06fc7-5e02-43ac-8b6b-b904db66c72c · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 06e9ad13-d361-43b4-bb4c-2a33b56fd32f · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Dermatologist-level classification of skin cancer with deep neural networks,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c83c5fb6-d698-4318-9672-e774021044a3 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 37bb937c-d9be-47c6-8e1b-dfc1b2a5b0fb · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Interpretable convolutional neural network through layer-wise relevance propagation for machine fault diagnosis,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9eab3b35-9e61-46b7-a3eb-08f6066a973d · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Gait spatiotemporal signal analysis for parkinson’s disease detection and severity rating,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f6090d6e-6ad4-4e5d-a605-cde8548eba0f · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Toward a fully automated artificial pancreas system using a bioinspired reinforcement learning design: In silico validation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7ae62458-6aaf-4142-b341-86efff506c50 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Comparison of two neural network clas- sifiers in the differential diagnosis of essential tremor and Parkinson’s disease by (123)I-FP-CIT brain SPECT,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b05b5d09-53e3-46c1-9b08-7cbcc38cd48c · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Diagnostic accuracy of parkinson dis- ease by support vector machine (SVM) analysis of (123)I-FP-CIT brain SPECT data: Implications of putaminal findings and age,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b175932b-5235-4ff4-a2fd-e5559cc24b37 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Automatic clas- sification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 75ca61f9-6d08-485b-b4f4-ce5154fd9d7a · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial High-accuracy classification of Parkinson’s disease through shape analysis and surface fitting in 123i-ioflupane SPECT imaging,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 56a35f9f-07b3-455d-b618-2b2668fb23de · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial CADA—computer-aided DaTSCAN analysis,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4984c92f-8eaf-4f92-afc7-dd58204a8b74 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Texture features based detection of Parkinson’s dis- ease on datscan images,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 20b022c7-6974-46e9-b65d-7432b0a38dd7 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Automatic classification of I- 123-FP-CIT (DaTSCAN) SPECT images,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2501ddbf-8ac4-46ef-aee2-c0bfe6ecdede · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Automatic detection of parkinsonism using significance measures and component analysis in datscan imaging,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7943f1c6-c920-4732-ae47-a80eac34f759 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Improved parkinsonism diagnosis using a partial least squares based approach,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f1712a26-359e-4b76-be0f-cb7aa33d7470 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Application of empirical mode decomposition (emd) on datscan SPECT images to explore parkinson disease,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 06d7d4f1-ca94-4e83-abda-0cef014c2fea · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Improvement of classification performance of Parkinson’s disease using shape features for machine learning on dopamine transporter single photon emission computed tomography,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1f643e2e-c79f-4785-82f3-60607ffe02a1 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Automatic assistance to Parkinson’s disease diagnosis in datscan SPECT imaging,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bc06d4ca-64d6-42d9-a4c0-54827f145bcb · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Computer-aided diagnosis of Parkinson’s disease based on [123 I]FP-CIT SPECT binding poten- tial images, using the voxels-as-features approach and support vector machines,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 270ca34d-fd60-4373-ab2a-d551a8434578 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial V oxel-based logistic analysis of PPMI control and Parkinson’s disease datscans,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 86ef9b08-546a-43aa-913c-f9538ec5de07 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Machine learning interface for medical image analysis,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation add4fb9d-afd1-4327-ab19-48e9122651c6 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial DatScan SPECT image processing methods for calculation of striatal binding ratio (SBR),
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3f6413c1-707d-44e8-a7b0-8fb6ba43c945 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Computer-aided diagnosis of parkinson’s disease based on [123i] fp-cit spect binding potential images, using the voxels-as-features approach and support vector machines,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 715f1e26-7870-4e0c-aaee-04462e538fdb · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial 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 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0c4e00c6-30ea-4053-bdcf-5c40ae709f4f · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial A 3d con- volutional neural network approach for the diagnosis of parkinson’s disease,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f8b9643d-88c6-4c28-b6d7-5786bc9da61b · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Refining diagnosis of Parkinson’s disease with deep learning-based interpretation of dopamine transporter imaging,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 19b12e68-e020-462d-81fb-88e15b8434b7 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Automatic classification of dopamine transporter spect: deep convolutional neural networks can be trained to be robust with respect to variable image characteristics,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 712b8c9a-52b4-417c-9a6e-853d86712ecb · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Parkinson’s disease detection using isosurfaces- based features and convolutional neural networks,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 15d18a72-5f39-4c1c-9eb5-2c71e6b286ce · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial An easy-to-use deep-learning model for highly accurate diagnosis of parkinson’s disease using spect images,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 54bc005f-826f-4aa6-882c-084647ab7eac · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36ec845e-8817-4244-9dd5-92aab3fe85f8 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Use of deep convolutional neural networks to predict parkinson’s disease progression from datscan spect images,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 614b6966-c25f-4dc1-8487-9ef9a83ff18b · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Parkinson’s disease detection using isosurfaces- based features and convolutional neural networks,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9c42c2e-521a-4b5a-8b2a-5a30e6955c22 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial The parkinson progression marker initiative (PPMI),
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fa509d81-ac57-4f21-bf9f-553e5bf9f448 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation faae3652-b07d-4987-b236-3d19f8f3119c · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70c5c9fd-4c56-42a2-a4e1-cd6541ea532a · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Understanding the difficulty of training deep feedforward neural networks,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1600536d-f871-4e51-ab36-f74e18daeca0 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Approximate statistical tests for comparing supervised classification learning algorithms,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 417deb70-2033-4172-a934-bd5029888c8e · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Learning important fea- tures through propagating activation differences,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1bd7c607-05ff-49bc-a823-20944dc99779 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c986a21-a7c2-4d12-ba14-a38e5c9329c7 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Striving for Simplicity: The All Convolutional Net
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d924b67-c76e-4974-bfa6-2f46b5c8383a · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Learning deep features for discriminative localization,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bfe99d8a-0381-4642-9a24-4762dd7e8ed6 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Grad-cam: Visual explanations from deep networks via gradient-based localization,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1bc72050-631f-411f-aff7-3039fcd7361b · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial A unified approach to interpreting model predictions,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 025d6ccb-f485-4670-ba32-e82c1cefc66a · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial An unexpected unity among methods for interpreting model predictions
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 815db376-03c9-4716-9462-d9df7e204a32 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial On pixel-wise explanations for non-linear classifier deci- sions by layer-wise relevance propagation,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation db7aabc9-da15-49bb-ac30-a65c5ce7c086 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Deep convolutional neural networks for image classification: A comprehensive review,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 333f82fe-9cf3-497a-97c1-c442f959fa50 · outbound
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.