المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/journal_contribution/Imaging_acquisition_parameters_for_study_datasets_/14849057

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.s001

المؤلفون: Adrienne Grzenda (459874), William Speier (475066), Prabha Siddarth (486630), Anurag Pant (11583991), Beatrix Krause-Sorio (9651311), Katherine Narr (8738082), Helen Lavretsky (8625123)

مصطلحات موضوعية: Psychiatry (incl. Psychotherapy), machine learning, pharmacology, prediction model, computational modeling, late-life depression (LLD)

Relation: https://figshare.com/articles/dataset/Table_2_Machine_Learning_Prediction_of_Treatment_Outcome_in_Late-Life_Depression_pdf/16835476

الاتاحة: https://doi.org/10.3389/fpsyt.2021.738494.s002

المؤلفون: Adrienne Grzenda (459874), William Speier (475066), Prabha Siddarth (486630), Anurag Pant (11583991), Beatrix Krause-Sorio (9651311), Katherine Narr (8738082), Helen Lavretsky (8625123)

مصطلحات موضوعية: Psychiatry (incl. Psychotherapy), machine learning, pharmacology, prediction model, computational modeling, late-life depression (LLD)

Relation: https://figshare.com/articles/dataset/Table_1_Machine_Learning_Prediction_of_Treatment_Outcome_in_Late-Life_Depression_pdf/16835470

الاتاحة: https://doi.org/10.3389/fpsyt.2021.738494.s001

المؤلفون: Adrienne Grzenda (459874), William Speier (475066), Prabha Siddarth (486630), Anurag Pant (11583991), Beatrix Krause-Sorio (9651311), Katherine Narr (8738082), Helen Lavretsky (8625123)

مصطلحات موضوعية: Psychiatry (incl. Psychotherapy), machine learning, pharmacology, prediction model, computational modeling, late-life depression (LLD)

Relation: https://figshare.com/articles/dataset/Table_3_Machine_Learning_Prediction_of_Treatment_Outcome_in_Late-Life_Depression_pdf/16835479

الاتاحة: https://doi.org/10.3389/fpsyt.2021.738494.s003

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Evaluation_metrics_for_PX2_and_P12_datasets_/14849081

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.g003

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Example_UCLA_baseline_model_segmentations_/14849078

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.g002

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Soft_Dice_coefficients_for_models_trained_with_ablated_dataset_/14849084

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.g004

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/dataset/Evaluation_results_for_baseline_models_/14849087

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.t001

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Full_volume_example_of_primary_baseline_dataset_segmentation_low_metric_/14849063

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.s003

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Example_PROMISE12_segmentations_/14849072

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.s005

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Example_ProstateX-2_segmentations_/14849066

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.s004

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/Full_volume_example_of_primary_baseline_dataset_segmentation_high_metric_/14849060

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.s002

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/figure/3D_U-Net_model_diagram_and_preprocessing_steps_/14849075

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.g001

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/dataset/Evaluation_results_for_retargeted_models_/14849090

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.t002

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/dataset/Model_performance_using_ablated_primary_dataset_overall_soft_Dice_coefficients_/14849093

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.t003

المؤلفون: Karthik V. Sarma (8798654), Alex G. Raman (11027939), Nikhil J. Dhinagar (11027942), Alan M. Priester (11027945), Stephanie Harmon (3300000), Thomas Sanford (212004), Sherif Mehralivand (11027948), Baris Turkbey (542634), Leonard S. Marks (11027951), Steven S. Raman (11027954), William Speier (475066), Corey W. Arnold (9662618)

مصطلحات موضوعية: Genetics, Molecular Biology, Neuroscience, Cancer, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, PROMISE 12 dataset, CV, ProstateX -2 dataset, research-quality challenge datasets, prostate segmentation Purpose, template model, challenge datasets, out-of-domain brain cancer dataset, 3 D U-Net convolutional, prostate segmentation tasks, CNN, Hausdorff distance 0.135

Relation: https://figshare.com/articles/dataset/Evaluation_results_for_refined_BraTS_models_/14849096

الاتاحة: https://doi.org/10.1371/journal.pone.0253829.t004