Supplementary code for DBS pointnet

Supplementary code for DBS pointnet

<p dir="ltr">Personalizing deep brain stimulation (DBS) for Parkinson disease (PD) remains challenging due to trial-and-error programming and feature-engineered models that fail to capture critical 3D spatial-field interactions.Traditional volume of tissue activated (VTA) models focu...

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ग्रंथसूची विवरण
मुख्य लेखक:	Shumao Xu (15201127) (author)
प्रकाशित:	2025
विषय:	Clinimetrics Surgery DBS, PointNet, Parkinson disease
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समान संसाधन

Data for MERLIN
द्वारा: MINXI BAI (22039055)
प्रकाशित: (2025)

Table 1_Videonystagmography features and clinical symptoms correlate with Parkinson's clinical subtypes.docx
द्वारा: Guangli Zheng (6680279)
प्रकाशित: (2025)

Data Sheet 1_Complementary therapies intervention in Parkinson’s disease: systematic review and meta-analysis.docx
द्वारा: Fabio Sabbadin (22686242)
प्रकाशित: (2025)

Table 1_VPS35 D620N mutation impairs neurogenesis and promotes ferroptosis in Parkinson’s disease by using molecular docking, molecular dynamic simulation, and cellular model.docx
द्वारा: Mei Jiang (192549)
प्रकाशित: (2025)

Data Sheet 1_Multimodal MRI reveals distinct hippocampal subregional alterations in de novo Parkinson’s disease across the cognitive spectrum.docx
द्वारा: Chenxi Pan (10211363)
प्रकाशित: (2025)

Code and data availability information for Nature Communications manuscript NCOMMS-25-53114-T (in review)
द्वारा: Norman Julius Steinert (22682117)
प्रकाशित: (2025)

Supplementary file 1_A multimodal MRI framework employing machine learning for detecting beginning cognitive impairment in Parkinson’s disease.docx
द्वारा: Kevin Balßuweit (22687529)
प्रकाशित: (2025)

Table 1_A multimodal MRI framework employing machine learning for detecting beginning cognitive impairment in Parkinson’s disease.docx
द्वारा: Kevin Balßuweit (22687529)
प्रकाशित: (2025)

Data Sheet 1_A multimodal MRI framework employing machine learning for detecting beginning cognitive impairment in Parkinson’s disease.pdf
द्वारा: Kevin Balßuweit (22687529)
प्रकाशित: (2025)

Table 1_Cross-species validation of a 6-miRNA blood signature for Parkinson’s disease: from MPTP mice to human PBMC and serum exosomes.docx
द्वारा: Nagyum Jung (22686458)
प्रकाशित: (2025)

Table 1_Subacute edema progression after acute ischemic stroke: impact of intravenous alteplase administration and reperfusion degree.docx
द्वारा: Wiktor Olszewski (22679396)
प्रकाशित: (2025)

Redo Frozen Elephant Trunk After Endovascular Arch Repair
द्वारा: Michele Galeazzi (16964147)
प्रकाशित: (2025)

Table 4_Outcomes after liposuction-based treatment of lymphedema: a systematic review and meta-analysis.docx
द्वारा: Junzhe Chen (5729912)
प्रकाशित: (2025)

Table 2_Outcomes after liposuction-based treatment of lymphedema: a systematic review and meta-analysis.docx
द्वारा: Junzhe Chen (5729912)
प्रकाशित: (2025)

Table 3_Outcomes after liposuction-based treatment of lymphedema: a systematic review and meta-analysis.docx
द्वारा: Junzhe Chen (5729912)
प्रकाशित: (2025)

Table 1_Outcomes after liposuction-based treatment of lymphedema: a systematic review and meta-analysis.pdf
द्वारा: Junzhe Chen (5729912)
प्रकाशित: (2025)

Video 1_Potential of methylene blue fluorescence angiography for multiple intraoperative tissue perfusion assessments in plastic and reconstructive surgery: current knowledge and prospects.mp4
द्वारा: Danique J. I. Heuvelings (22682036)
प्रकाशित: (2025)

Video 2_Potential of methylene blue fluorescence angiography for multiple intraoperative tissue perfusion assessments in plastic and reconstructive surgery: current knowledge and prospects.mp4
द्वारा: Danique J. I. Heuvelings (22682036)
प्रकाशित: (2025)

Video 3_Potential of methylene blue fluorescence angiography for multiple intraoperative tissue perfusion assessments in plastic and reconstructive surgery: current knowledge and prospects.mp4
द्वारा: Danique J. I. Heuvelings (22682036)
प्रकाशित: (2025)

Data Sheet 1_Impact of individualized and structured aerobic exercise on clinical outcomes in pediatric congenital heart diseases with post-surgical rehabilitation: a meta-analysis.docx
द्वारा: Ayoola Awosika (22687004)
प्रकाशित: (2025)

خيار فوات الوصف وأثره في عقود المعاوضات "البيع والإجارة" أنموذجًا
द्वारा: Abu Yahia, Ali Abdallah
प्रकाशित: (2023)

VATS Left Lower Lobe S7-8 Segmentectomy
द्वारा: Denia Hamidi (22339863)
प्रकाशित: (2025)

Table 1_Factors influencing net ecosystem carbon change in cold-temperate coniferous forests of the Da Xing’an Mountains: analysis across developmental stages based on stand, structural, and environmental factors.docx
द्वारा: Zirui Wang (8783819)
प्रकाशित: (2025)

Military Heart Trauma: Endoscopic Extraction of a Cardiac Foreign Body
द्वारा: Glib Yemets (16897609)
प्रकाशित: (2025)

Management of Anomalous Right Coronary Artery in a Patient With Mitral Valve Prolapse
द्वारा: Vincent Gaudiani (4779258)
प्रकाशित: (2025)

Figure 1 -SB Participants’ feedback
द्वारा: SHEFALI PANDEY (17893112)
प्रकाशित: (2025)

Data Sheet 2_Safety and efficacy of remimazolam versus propofol sedation in gynecological procedures: a meta-analysis of East Asian randomized trials.docx
द्वारा: Ou Jin (3545237)
प्रकाशित: (2025)

Data Sheet 1_Safety and efficacy of remimazolam versus propofol sedation in gynecological procedures: a meta-analysis of East Asian randomized trials.docx
द्वारा: Ou Jin (3545237)
प्रकाशित: (2025)

Impacts of pruning and quantization on the model performances.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Computational efficiency of the models.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Segmentation accuracy of the models.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Training and implementation details.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Fold assignments for each evaluation round.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Summary of key architectural modifications and hyperparameter adjustments from the U-Net to SVNC-Net.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Studies on the use of 2D CNN-based models for spleen segmentation from 3D CT images.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Qualitative comparison of spleen segmentation results on the DSDS: (a) Input CT slice, (b) Ground Truth (red boundary), (c) UPerNet prediction, (d) EMANet prediction, (e) CCNet prediction, (f) SegNet prediction, (g) ShuffleNet prediction, (h) SVNC-Net prediction.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Qualitative comparison of spleen segmentation results on the MSD dataset: (a) Input CT slice, (b) Ground Truth (red boundary), (c) UPerNet prediction, (d) EMANet prediction, (e) CCNet prediction, (f) SegNet prediction, (g) ShuffleNet prediction, (h) SVNC-Net prediction.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

A sample of DSDS spleen dataset: (a) Raw image; (b) Ground truth (spleen region is indicated as green color); (c) 3D display.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

A sample of MSD spleen dataset: (a) Raw image; (b) Ground truth (spleen region is indicated as green color); (c) 3D display.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

The process of standard convolution and depthwise separable convolution.
द्वारा: Mehmet Zahid Genc (22683526)
प्रकाशित: (2025)

Cannot write session to /tmp/vufind_sessions/sess_36q9dp3en4m1t0ag7m0fa4bl1h