ABSTRACT Methods and systems for automated assessment of spermatogenesis. Embodiments disclosed herein relate to drug development and testicular toxicity in safety evaluation studies, and more particularly to automatic assessment of spermatogenesis through a staging of seminiferous tubules using Artificial Intellig...

ABSTRACT Methods and systems for automated counting and classifying microorganisms. A method disclosed herein includes receiving and analyzing quality of at least one input media of at least one incubated dish used for growth of the colonies of the microorganisms. The method further includes detecting the colonies ...

ABSTRACT Methods and systems for histopathology stain normalization Embodiments herein disclose methods and systems for normalizing histopathological images, wherein the histopathological images can be normalized using a stain transfer generator network, a discriminator and a pre-trained Convolutional Neural Netw...

ABSTRACT Methods and systems for automated assessment of respiratory cytology specimens. Embodiments disclosed herein relate to oncology, and more particularly to automated assessment of respiratory cytology specimens for adequacy, diagnosis and treatment decisions for lung carcinoma. A method disclosed herein incl...

The embodiments herein generally relate to a micro-biological colony counters and more particularly, to a device and a method for lighting, conditioning and capturing image(s) of organic sample(s) such as but not limited to micro-organisms. The device (700) captures accurate image(s) of organic sample(s) and has a ...

The embodiments herein generally relate to a micro-biological colony counters and more particularly, to a system and a method for feeding, identifying, counting, classifying, segregating and collecting organic samples such as but not limited to micro-organisms. The system can classify colonies in different classes s...

ABSTRACT Methods and systems for managing a petri-dish Embodiments herein disclose a RFID tag affixed on the petri-dish, wherein the RFID tag has a thin formfactor, so as not to interfere in the use and operation of the petri-dish and a sufficiently large readability range. Embodiments herein disclose methods and ...

ABSTRACT Methods and systems for performing differential diagnosis of retinal disorders. Embodiments predict one or more retinal diseases or conditions using machine learning from a retinal medical image by determining the likelihood of occurrence of the one or more retinal diseases or conditions. Embodiments predi...

ABSTRACT Methods and apparatus for obtaining fine-grained Gleason grades and predicting clinical outcomes in prostate cancer Embodiments herein relate to prostate cancer management, and more particularly to managing prostate cancer by obtaining fine-grained Gleason grades and predicting clinical outcomes from need...

ABSTRACT METHODS AND SYSTEMS FOR PERFORMING MULTI-MODALITY METASTASIS RISK PREDICTION Embodiments herein disclose multi-modality metastasis risk prediction in subjects post radical prostatectomy. Tumour regions in input histopathological images in the subjects post radical prostatectomy is identified using a sema...

ABSTRACT Methods and systems for out-of-distribution detection in histopathology media Embodiments herein disclose methods and systems for performing unsupervised out-of-distribution detection of abnormal regions in histopathology media using multi-class in-distribution modelling. Embodiments herein disclose meth...