Overview of the cohort definition process. حسب Nicola Lazzarini (3528197)

الموضوعات:

Baseline characteristics of patients in the study cohort. حسب Nicola Lazzarini (3528197)

الموضوعات:

The data processing and analysis pipeline. حسب Xin Zhang (35492)

Consort diagram for the study. حسب Nicola Lazzarini (3528197)

الموضوعات:

Performance confidence intervals. حسب Nicola Lazzarini (3528197)

الموضوعات:

Input features. حسب Nicola Lazzarini (3528197)

الموضوعات:

Most important predictive features. حسب Nicola Lazzarini (3528197)

الموضوعات:

Age feature importance. حسب Nicola Lazzarini (3528197)

الموضوعات:

Machine learning vs. clinicians. حسب Nicola Lazzarini (3528197)

الموضوعات:

ROC curves. حسب Nicola Lazzarini (3528197)

الموضوعات:

PR curves. حسب Nicola Lazzarini (3528197)

الموضوعات:

Identifying cases of spinal cord injury or disease in a primary care electronic medical record database حسب John Shepherd (3459908)

"…The optimal case identification algorithm used free-text keyword searches and a physician billing code, and had 70.6% sensitivity (61.9–78.4), 98.5% specificity (97.3–99.3), 89.9% PPV (82.2–95.0), 94.7% NPV (92.8–96.3), and an F-score of 79.1.…"

Natural language processing for automated quantification of bone metastases reported in free-text bone scintigraphy reports حسب Olivier Q. Groot (9370461)

"…The aim of this study was to develop a natural language processing (NLP) algorithm for binary classification (single metastasis versus two or more metastases) in bone scintigraphy reports of patients undergoing surgery for bone metastases.…"

tUbenet Foundation Model Weights حسب Natalie Holroyd (7099391)

S1 File - حسب Michael Bonert (3751348)

"…The provided history was compared to the final categorization by a pathologist. The cohort had 4,625 cases. The HFTSMA identified 854 cases (including metastases from a definite primary, metastases from primary not known and improperly classified cases). 514/854 cases had one definite primary site per algorithm and on report review 538/854 cases were confirmed as such. …"

S2 File - حسب Michael Bonert (3751348)

"…The provided history was compared to the final categorization by a pathologist. The cohort had 4,625 cases. The HFTSMA identified 854 cases (including metastases from a definite primary, metastases from primary not known and improperly classified cases). 514/854 cases had one definite primary site per algorithm and on report review 538/854 cases were confirmed as such. …"

Clinical history. حسب Michael Bonert (3751348)

"…The provided history was compared to the final categorization by a pathologist. The cohort had 4,625 cases. The HFTSMA identified 854 cases (including metastases from a definite primary, metastases from primary not known and improperly classified cases). 514/854 cases had one definite primary site per algorithm and on report review 538/854 cases were confirmed as such. …"

Neuroanatomical site overlap. حسب Michael Bonert (3751348)

"…The provided history was compared to the final categorization by a pathologist. The cohort had 4,625 cases. The HFTSMA identified 854 cases (including metastases from a definite primary, metastases from primary not known and improperly classified cases). 514/854 cases had one definite primary site per algorithm and on report review 538/854 cases were confirmed as such. …"

Image_1_Development and Validation of a Predictive Model for Severe COVID-19: A Case-Control Study in China.TIFF حسب Zirui Meng (10671261)

Image_2_Development and Validation of a Predictive Model for Severe COVID-19: A Case-Control Study in China.TIFF حسب Zirui Meng (10671261)