Abstract: A method for determining a region for safe placement of a device in a medical image includes receiving a medical image, detecting at least one anatomic landmark in the medical image using at least one deep convolutional neural network, determining the region for safe placement of the device based on the detected at least one anatomic region using a semantic network, and displaying the region for safe placement of a device on the medical image using a display.

Abstract: A wireless remote monitoring system for biomedical fluid management that uses one or more sensors to detect changes in fluid or air in any container attached to a patient in order to monitor pre-surgical or post-surgical progress or complications. The sensors may be configured to monitor any type of container used to collect fluid or air from the human body, to transmit the sensor signals wirelessly to any number of devices including, but not limited to, cell phones or devices which in turn can send data to a functional repository where it can be analyzed and potentially acted upon by either a central or distributed network of providers.

Abstract: A computer aided detection (CAD) method and system is configured to input chest radiographs and generate overlay layer for labeling and tracing tubes detected within the image. The input image is first preprocessed and then segmented according to anatomy. Seeds are generated from the segmented image and then used to grow the region. Tubes are selected from the grown region and data is overlayed on the image based on the grown seed path.

Abstract: A computer aided detection (CAD) method and system is configured to input chest radiographs and generate overlay layer for labeling and tracing tubes detected within the image. The input image is first preprocessed and then segmented according to anatomy. Seeds are generated from the segmented image and then used to grow the region. Tubes are selected from the grown region and data is overlayed on the image based on the grown seed path.

Abstract: A kit of instruments for percutaneous introduction of a catheter into a major blood vessel of a human patient, including a hollow needle assembly having a proximal end adapted to be inserted through the skin of a patient into the blood vessel, a guide wire adapted to be inserted through the needle into the blood vessel, and a catheter having a proximal end adapted to be inserted into the blood vessel over the guide wire after said needle is withdrawn over said guide wire. The hollow needle assembly includes a first small gauge hollow needle having a beveled needle point on the front end thereof, and at least a second hollow needle mounted concentrically over the first needle and having a sharp chisel-shaped front edge located a moderate distance behind the point on said first needle.