Abstract: Methods and computing apparatus for implementing machine learning models for phenotype classifications. A machine-learned model is trained based on a data classification path process that includes obtaining patient data, identifying classification results, determining patient data classification path features, and selecting patient data classification path features for inclusion in the machine-learned patient data classification path process using a sequencing protocol that defines a minimal causal relationship that exists between a particular patient data classification path feature and identified patterns. A path classification request that includes a first set patient data elements associated with a particular patient for a first time period is received from a user device. A plurality of path classification outcomes associated with the particular patient based on the patient data elements is determined.

Abstract: An automatic laundry treating appliance having at least one sensor configured to detect the height of laundry in a treating chamber of the automatic laundry treating appliance is disclosed. Based upon the output of the sensors, a human-perceptible signal is generated to indicate whether the laundry load is below, within or above an optimal range for the laundry load. Further, the automatic laundry treating appliance may communicate to the user after completion of a drying function information related to whether the amount of laundry treated during the drying function exceeded an upper limit for an optimal amount of laundry based upon data acquired during the drying function.

Abstract: A system and method for making proceeds of a transaction available to a user before the transaction is completed is provided. The system may be part of an on-line system or traditional merchant configured to facilitate payments or fund transfers from users. In example embodiments, a request from a first entity to conduct a transaction involving a first value is received. Funds of the transaction are caused to be released prior to the transaction clearing a financial institution. Based on the transaction being rejected by the financial institution, at least a portion of the first value is charged against a credit source.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.

Abstract: A system and method for making proceeds of a transaction available to a user before the transaction is completed is provided. The system may be part of an on-line system or traditional merchant configured to facilitate payments or fund transfers from users. In example embodiments, a request from a first entity to conduct a transaction involving a first value is received. Funds of the transaction are caused to be released prior to the transaction clearing a financial institution. Based on the transaction being rejected by the financial institution, at least a portion of the first value is charged against a credit source.

Abstract: A system and method for making proceeds of an ACH (Automated Clearinghouse) transaction available to a user before the transaction is completed. The system may be part of an on-line system or traditional merchant configured to facilitate payments or fund transfers from users. A user requests the transfer of funds to an entity (e.g., another user, a merchant, the user's account with the system) via an ACH entry. The system calculates a risk associated with the user, while considering various data (e.g., number of previous ACH entries, how many failed, how many succeeded, amount of the transfer). If the risk is low enough, the ACH entry is initiated and the desired funds are released for the transfer even before the ACH entry clears. The ACH entry may be presented as a default choice for funding the transfer.

Abstract: A system and method for making proceeds of a transaction available to a user before the transaction is completed is provided. The system may be part of an on-line system or traditional merchant configured to facilitate payments or fund transfers from users. In example embodiments, a request from a first entity to conduct a transaction involving a first value is received. Funds of the transaction are caused to be released prior to the transaction clearing a financial institution. Based on the transaction being rejected by the financial institution, at least a portion of the first value is charged against a credit source.

Abstract: A system and method for making proceeds of an ACH (Automated Clearinghouse) transaction available to a user before the transaction is completed. The system may be part of an on-line system or traditional merchant configured to facilitate payments or fund transfers from users. A user requests the transfer of funds to an entity (e.g., another user, a merchant, the user's account with the system) via an ACH entry. The system calculates a risk associated with the user, while considering various data (e.g., number of previous ACH entries, how many failed, how many succeeded, amount of the transfer). If the risk is low enough, the ACH entry is initiated and the desired funds are released for the transfer even before the ACH entry clears. The ACH entry may be presented as a default choice for funding the transfer.

Abstract: A system and method for making proceeds of an ACH (Automated Clearinghouse) transaction available to a user before the transaction is completed. The system may be part of an on-line system or traditional merchant configured to facilitate payments or fund transfers from users. A user requests the transfer of funds to an entity (e.g., another user, a merchant, the user's account with the system) via an ACH entry. The system calculates a risk associated with the user, while considering various data (e.g., number of previous ACH entries, how many failed, how many succeeded, amount of the transfer). If the risk is low enough, the ACH entry is initiated and the desired funds are released for the transfer even before the ACH entry clears. The ACH entry may be presented as a default choice for funding the transfer.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.

Abstract: A system and method for making proceeds of an ACH (Automated Clearing House) transaction available to a user before the transaction is completed. The system may be part of an on-line or traditional merchant or system configured to allow or facilitate payments or fund transfers from users. When a user requests payment or transfer of funds to an entity (e.g., another user, a merchant, the user's account with the system) via an ACH entry, the system authorizes the amount against a credit source of the user or otherwise verifies that the user has sufficient credit to cover the payment/transfer. If the authorization succeeds, the system places a hold on the credit source in the amount of the transaction. The ACH entry is then initiated and the desired funds are released. If the ACH transaction is rejected or returned, the user's credit source is charged.

Abstract: A system and method for facilitating a value exchange transaction. A first party initiates the transaction by selecting or providing an identifier of another party and the value to be exchanged. The second party may be identified by a pre-existing identifier such as an electronic mail address, telephone number, etc. The system informs the second party of the transaction (e.g., using the specified pre-existing identifier). If the second party is not a registered user of the system, he or she is invited to register and complete the transaction. The system may comprise a synchronization server for exchanging transaction details with users' devices, a communication server for registering new users and/or conducting transactions online and a financial server for interacting with external financial institutions.