Paper Citation Record · LEDGER

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion

As of 11 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2506.08357.

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

pith.paper-citation-record.v1
2506.08357 v1

Coverage vector

measured 45 of 45 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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45 of 45 outbound references displayed

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External citation measurements

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Outbound references

Observation db77e0c1-c141-4b18-82d7-44db6ec58118 · outbound

This paper cites an unresolved cited work.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Unresolved cited work

Reference 1

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Observation 6324199a-2f13-42fc-ba5f-0dc735af600f · outbound

This paper cites A novel artificial in- telligence based intensive care unit monitor- ing system: using physiological waveforms to identify sepsis,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion A novel artificial in- telligence based intensive care unit monitor- ing system: using physiological waveforms to identify sepsis,

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:18:50.495072Z

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Observation b8e68d95-a337-4fc7-a3e3-5342ff5cb1fc · outbound

This paper cites Impact on Pa- tient Outcomes of Continuous Vital Sign Monitoring on Medical Wards: Propensity- Matched Analysis,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Impact on Pa- tient Outcomes of Continuous Vital Sign Monitoring on Medical Wards: Propensity- Matched Analysis,

Reference 3

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Observation ad89e1fe-48ee-4508-b9e1-bc418f59c563 · outbound

This paper cites Cross-Domain Joint Dictionary Learning for ECG Inference From PPG,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Cross-Domain Joint Dictionary Learning for ECG Inference From PPG,

Reference 4

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Observation 21bb8c5d-1ad4-49dd-88c3-c89ef8128e33 · outbound

This paper cites Estimation of Arte- rial Blood Pressure Waveform from Photo- plethysmogram Signal using Linear Trans- fer Function Approach,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Estimation of Arte- rial Blood Pressure Waveform from Photo- plethysmogram Signal using Linear Trans- fer Function Approach,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:39.138081Z

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Observation 80404bed-350d-4d3a-82b2-97102f315a87 · outbound

This paper cites A review of noninvasive methodologies to estimate the blood pressure waveform,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion A review of noninvasive methodologies to estimate the blood pressure waveform,

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T05:18:46.985787Z

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Observation 6878dbd6-afe7-4573-bc09-b5920a0ec25a · outbound

This paper cites Clinical review: Complications and risk factors of peripheral arterial catheters used for haemodynamic monitoring in anaesthe- sia and intensive care medicine,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Clinical review: Complications and risk factors of peripheral arterial catheters used for haemodynamic monitoring in anaesthe- sia and intensive care medicine,

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T05:18:46.638118Z

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Observation 3e62ea2e-37b0-4459-82f0-a6b4650cb5b6 · outbound

This paper cites An estimation method of continuous non-invasive arte- rial blood pressure waveform Using pho- toplethysmography: a U-Net architecture- based approach,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion An estimation method of continuous non-invasive arte- rial blood pressure waveform Using pho- toplethysmography: a U-Net architecture- based approach,

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T05:18:46.486025Z

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Observation 35f90c03-de93-4610-8339-10d665977b61 · outbound

This paper cites A Scoping Review of Deep Learning Methods for Photoplethysmography Data.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion A Scoping Review of Deep Learning Methods for Photoplethysmography Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:39.613029Z

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Observation 214b465a-14b5-47b4-85bc-5ffe3a3ae11c · outbound

This paper cites Reconstruction of missing phys- iological signals using artificial neural net- works,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Reconstruction of missing phys- iological signals using artificial neural net- works,

Reference 10

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Observation 342bcf31-085c-48b4-9931-1a0c495ba93b · outbound

This paper cites Foundation models for physiolog- ical data, how to develop them, and what 17 to expect of them,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Foundation models for physiolog- ical data, how to develop them, and what 17 to expect of them,

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T05:18:46.197577Z

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Observation 2f9c3d2e-4e3c-4cd6-a6fe-79ddd477f97e · outbound

This paper cites Zhang and D.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Zhang and D

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:18:49.992188Z

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Observation 8af1ab2c-eac7-4bf2-9f26-bc834d6d63c9 · outbound

This paper cites Ro- bust modelling of arterial blood pressure re- construction from photoplethysmography,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Ro- bust modelling of arterial blood pressure re- construction from photoplethysmography,

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:18:40.147328Z

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Observation 4e197ea6-383e-4fe2-b349-df1f62895694 · outbound

This paper cites Cuff-less high-accuracy calibration-free blood pres- sure estimation using pulse transit time,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Cuff-less high-accuracy calibration-free blood pres- sure estimation using pulse transit time,

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:18:40.278398Z

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Observation e3a98e07-55a4-42e1-8a38-c6dd18cc688c · outbound

This paper cites PulseDB: A large, cleaned dataset based on MIMIC- III and VitalDB for benchmarking cuff-less blood pressure estimation methods,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion PulseDB: A large, cleaned dataset based on MIMIC- III and VitalDB for benchmarking cuff-less blood pressure estimation methods,

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T05:18:49.584560Z

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Observation ef712cee-603b-4fc3-a1b8-ff5e5d10dbc7 · outbound

This paper cites PPG2ABP: translating photoplethysmo- gram (PPG) signals to arterial blood pres- sure (ABP) waveforms,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion PPG2ABP: translating photoplethysmo- gram (PPG) signals to arterial blood pres- sure (ABP) waveforms,

Reference 16

Resolution: verified exact; doi, observed 2026-08-07T05:18:45.883419Z

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Observation f5353455-c96f-4b15-bdab-a4e35f35a722 · outbound

This paper cites Mahmud, N.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Mahmud, N

Reference 17

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Observation 6080ce93-b8ee-418b-9a27-90901aa00350 · outbound

This paper cites ECG Reconstruction via PPG: A Pilot Study,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion ECG Reconstruction via PPG: A Pilot Study,

Reference 18

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Observation fb307393-bae5-430b-a0dd-86d1076e95ce · outbound

This paper cites Learning your heart actions from pulse: ECG waveform reconstruction from PPG,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Learning your heart actions from pulse: ECG waveform reconstruction from PPG,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:40.846428Z

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Observation 64659c7d-8d29-453c-ad2e-7f4aa8e95a41 · outbound

This paper cites Rishi Vardhan and S.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Rishi Vardhan and S

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:40.933762Z

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Observation 42a28a96-bfce-4c44-9982-3a21adba55d1 · outbound

This paper cites A continuous blood pres- sure estimation method using photoplethys- mography by GRNN-based model,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion A continuous blood pres- sure estimation method using photoplethys- mography by GRNN-based model,

Reference 21

Resolution: verified exact; doi, observed 2026-08-07T05:18:45.616974Z

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Observation 1e7e34e4-e180-4509-90c8-4e4a1e4e06b2 · outbound

This paper cites CardioGAN: An Attention- based Generative Adversarial Net- work for Generation of Electrocardio- grams,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion CardioGAN: An Attention- based Generative Adversarial Net- work for Generation of Electrocardio- grams,

Reference 22

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Observation 56d468b6-72e9-4bd2-b265-a88e0eb9c2c9 · outbound

This paper cites P2E-WGAN: ECG waveform synthesis from PPG with conditional Wasserstein generative adver- sarial networks,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion P2E-WGAN: ECG waveform synthesis from PPG with conditional Wasserstein generative adver- sarial networks,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:41.283650Z

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Observation b6641682-2ce5-49f2-aafd-8f9406d17f2d · outbound

This paper cites Tang and Z.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Tang and Z

Reference 24

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Observation 5cc5e87a-b40c-406b-81a3-d5de3dc1f75f · outbound

This paper cites Robust Reconstruction of Electrocardiogram Using Photoplethys- mography: A Subject-Based Model,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Robust Reconstruction of Electrocardiogram Using Photoplethys- mography: A Subject-Based Model,

Reference 25

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Observation a3bff358-d6cd-436b-a9ce-24f392bc456d · outbound

This paper cites Blood pressure morphology assessment from pho- toplethysmogram and demographic infor- mation using deep learning with attention mechanism,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Blood pressure morphology assessment from pho- toplethysmogram and demographic infor- mation using deep learning with attention mechanism,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:41.528823Z

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Observation 08ca6816-1536-417a-bad5-c81855bef8b9 · outbound

This paper cites Imputa- tion of the continuous arterial line blood pressure waveform from non-invasive mea- surements using deep learning,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Imputa- tion of the continuous arterial line blood pressure waveform from non-invasive mea- surements using deep learning,

Reference 27

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Observation 92ac518e-cf89-4796-9de9-ad611d6bc46d · outbound

This paper cites Vi- talDB, a high-fidelity multi-parameter vital signs database in surgical patients,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Vi- talDB, a high-fidelity multi-parameter vital signs database in surgical patients,

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T05:18:45.195062Z

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Observation 96857358-6743-4ed0-9886-73611f8a88ed · outbound

This paper cites MIMIC-III Waveform Database Matched Subset (ver- sion 1.0),.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion MIMIC-III Waveform Database Matched Subset (ver- sion 1.0),

Reference 29

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Observation 5f53ea1e-81e6-4cdb-9bd1-d9efb874321b · outbound

This paper cites StarGAN v2: Diverse Image Synthesis for Multiple Domains,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion StarGAN v2: Diverse Image Synthesis for Multiple Domains,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:42.056769Z

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Observation 1390b1ee-2b40-4203-a0d2-5063102b47d0 · outbound

This paper cites Beyond BatchNorm: Towards a Uni- fied Understanding of Normalization in Deep Learning,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Beyond BatchNorm: Towards a Uni- fied Understanding of Normalization in Deep Learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:51.610711Z

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Observation b32a5bc4-fbfe-45bc-b681-881cdec52f6d · outbound

This paper cites Unifying het- erogeneous electronic health records systems via text-based code embed- ding,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Unifying het- erogeneous electronic health records systems via text-based code embed- ding,

Reference 32

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Observation e6b22270-7bb7-4647-af1f-958b1531cae1 · outbound

This paper cites GenHPF: General healthcare predictive framework for multi-task multi- source learning,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion GenHPF: General healthcare predictive framework for multi-task multi- source learning,

Reference 33

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Observation 6c8728fb-6d21-4426-a70d-492e05d21a51 · outbound

This paper cites End- to-end personalized cuff-less blood pres- sure monitoring using ECG and PPG sig- nals,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion End- to-end personalized cuff-less blood pres- sure monitoring using ECG and PPG sig- nals,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:42.564959Z

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Observation 9dfd1480-4655-45e6-b9cc-fb5e5dbf3df3 · outbound

This paper cites TSMixer: Lightweight MLP-Mixer Model for Multi- variate Time Series Forecasting,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion TSMixer: Lightweight MLP-Mixer Model for Multi- variate Time Series Forecasting,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:42.769383Z

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Observation 0d0ce199-ee7f-4760-98f6-9d61fcb51afd · outbound

This paper cites A Shallow U-Net Architec- ture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion A Shallow U-Net Architec- ture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals,

Reference 36

Resolution: verified exact; doi, observed 2026-08-07T05:18:44.934512Z

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Observation e9e491fe-e2d8-4dcd-a104-771d2b1e4310 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecast- ing with Transformers,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion A Time Series is Worth 64 Words: Long-term Forecast- ing with Transformers,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:51.088149Z

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Observation ac639216-d870-420f-ac2a-f50662bec352 · outbound

This paper cites SAPTSTA-AnoECG: A PatchTST-based ECG anomaly detection method with subtractive attention and data augmentation,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion SAPTSTA-AnoECG: A PatchTST-based ECG anomaly detection method with subtractive attention and data augmentation,

Reference 38

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Source-reported events for the cited work

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Observation cc8f284a-faff-4b19-a419-ccbb0d72f188 · outbound

This paper cites The British Hypertension Society protocol for the evaluation of automated and semi-automated blood pressure measur- ing devices with special reference to ambu- latory systems,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion The British Hypertension Society protocol for the evaluation of automated and semi-automated blood pressure measur- ing devices with special reference to ambu- latory systems,

Reference 39

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Observation d3db9a8f-1787-4d6c-a483-28e2c95f4813 · outbound

This paper cites Na- tional standard for measurement of resting and ambulatory blood pressures with au- tomated sphygmomanometers,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Na- tional standard for measurement of resting and ambulatory blood pressures with au- tomated sphygmomanometers,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:43.343860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52fc3371-1eb0-4dc9-9e65-5b582c84f193 · outbound

This paper cites NeuroKit2: A Python toolbox for neurophysiological sig- nal processing,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion NeuroKit2: A Python toolbox for neurophysiological sig- nal processing,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:43.402247Z

Source-reported events for the cited work

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Observation ce73d7fd-e672-4163-84b6-774796ff4e6c · outbound

This paper cites pyPPG: a Python toolbox for comprehensive photoplethysmography sig- nal analysis,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion pyPPG: a Python toolbox for comprehensive photoplethysmography sig- nal analysis,

Reference 42

Resolution: verified exact; doi, observed 2026-08-07T05:18:44.379127Z

Source-reported events for the cited work

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Observation 08fcf989-d215-46b8-99b4-6be5e98af933 · outbound

This paper cites Swin- Unet: Unet-Like Pure Transformer for Med- ical Image Segmentation,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion Swin- Unet: Unet-Like Pure Transformer for Med- ical Image Segmentation,

Reference 43

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Observation 24939fdc-0526-4f11-a863-8f3f7def5b18 · outbound

This paper cites DistilBERT, a distilled ver- sion of BERT: smaller, faster, cheaper and lighter,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion DistilBERT, a distilled ver- sion of BERT: smaller, faster, cheaper and lighter,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:18:50.825405Z

Source-reported events for the cited work

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Observation 7aacfc18-8d2a-4371-86d0-4ed600a30c4b · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation,.

MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion U-Net: Convolutional Networks for Biomedical Image Segmentation,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:44.046434Z

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Pith citing papers

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