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Patents / Posters / Publications


Title/Description Patent Application No.
Methods and apparatus for obtaining fine-grained Gleason grades and predicting clinical outcomes in prostate cancerUS Patent Appl No. 20230105487
Methods and systems for managing a petri-dishUS 11,610,404 B2
Methods and systems for performing differential diagnosis of retinal disordersIN Patent Appl No. 202121028214
Method and system for analyzing one or more multi-resolution medical imagesUS Patent No. 10,102,625
Method and systems for automated assessment of respiratory cytology specimens.US Patent Appl. No. 17/014,121
Method and systems for automated assessment of spermatogenic stagingUS Patent Appl. No. 17/022,089
Methods and systems for automated counting and classifying microorganismsUS Patent Appl. No. 17/147,135
System and method for automated management of organic sample (s)US Patent Appl. No. 17/515,789
Device and method for lighting, conditioning, and capturing image (s) of organic sample (s)US Patent Appl. No. 17/515,924
Methods and systems for histopathological stain normalizationIN Patent Appl. No. 202021031736
Methods and systems for managing a petri-dishUS Patent Appl. No. 17/501,552





Patents / Posters / Publications


Title/Content Journal/Conference Year
Deep Learning Models for Quantifying Testicular Toxicity in Rats2022 Annual Symposium - Society of Toxcologic Pathology2022
Deep Learning-Based Image Analysis Algorithm for Classification and Quantification of Multiple Histopathological Lesions of the Rat Liver and Kidney2022 Annual Symposium - Society of Toxcologic Pathology2022
Automated Identification and Quantification of Pancreatic Pathology in Rodents2022 Annual Symposium - Society of Toxcologic Pathology2022
Quantification of Fibrotic Changes in Hematoxylin and Eosin-stained Wistar Rat Liver Sections using Deep Learning2022 Annual Symposium - Society of Toxcologic Pathology2022
Deep Learning for Sub-Classification of Gleason Pattern 4 in Prostate Cancer18th European Congress on Digital Pathology (ECDP)2022
Deep Learning-Based Image Analysis Algorithm for Classification and Quantification of Multiple Histopathological Lesions of the Rat LiverJapanese Society of Toxicologic Pathology (JSTP)2022
A Deep Learning Method for Tumor Region Identification and Tumor Proportion Score Estimation for PD-L1 Expression in Non-Small Cell Lung CarcinomaPathology Visions2021
Automated method for assessing the phases of estrus cycle in H and E stained sections of Wistar rat vaginaSTP2021
Deep Learning-based segmentation & grading of pancreatic intraepithelial neoplasia Pathology Visions2020
AI-based method for quantification of Bleomycin-induced pulmonary fibrosis in mouseSTP2019
Deep Learning-based spermatogenic staging assessment for H&E stained sections of Wistar rat testesESTP2019
Artificial Intelligence- based spermatogenic staging to aid reproductive toxicology study in Wistar ratPathology Visions2018
Use of Artificial Intelligence-based image analysis and decision support system for classification of Wistar rat histopathology images into normal and not-normal for organs of immune systemSTP-I2018
AI-based image analysis and decision support system to aid pathologists in analysis and classification of histopathology images of Wistar rat kidneysSTP2018





Patents / Posters / Publications


Title/Content Journal/Conference Year Type
Rethinking ImageNet Pretraining for Computational Histopathology44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)2022Oral Presentation
Stress Testing Vision Transformers Using Common Histopathological ArtifactsMedical Imaging with Deep Learning2022Poster Presentation
Prostate Cancer Diagnosis and Grading in Whole Slide Images of Core Needle BiopsiesMedical Imaging with Deep Learning2022Poster Presentation
ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus ImagesIEEE Transactions on Medical Imaging2022Journal
YAMU: Yet Another Modified U-Net Architecture for Semantic SegmentationMedical Imaging with Deep Learning2022TBD
A deep learning system for prostate cancer diagnosis and grading in whole slide images of core needle biopsiesScientific Reports (Nature Portfolio)2022Journal
Self-Ensemble Distillation Using Mean Teachers with Long & Short MemoryISBI 20222022Poster Presentation
LADeN: Lesion-aware Adversarial Deep Network for the grading of macular diseases using color fundus imagesISBI 20222022Oral Presentation
Deep Learning-Based Image Analysis Algorithm for Classification and Quantification of Multiple Histopathological Lesions of the Rat LiverJournal of Toxicologic Pathology2021Journal
RAE-Net: a deep learning system for staging of estrous cycleSPIE Medical Imaging - Digital and Computational Pathology2021Poster Presentation
Multi-modal approach for prediction of skin toxicity in small moleculesEUROTOX 20212021Poster Presentation
Multi-Label Classification Model for the Prediction of Mechanism-of-Action of Small MoleculesPharmacology 2021, British Pharmaceutical Soceity2021Oral Presentation
Microscope-Based Automated Quantification of Liver Fibrosis in Mice Using a Deep Learning AlgorithmToxicologic Pathology2021Journal
Deep Learning Based Ocular Disease Classification using Retinal Fundus ImagesARVO Imaging in the Eye Conference2021Oral Presentation
LEAP: Lesion-aware prediction of diabetic macular edema grades from color fundus images using deep learningARVO Imaging in the Eye Conference2021Poster Presentation
Context Aggregation Network For Semantic Labelling in Histopathology ImagesISBI2021Oral Presentation
Automatic detection challenge on age-related macular degeneration (ADAM)ISBI2020Challenge
Utilization of a Deep Learning algorithm for microscope-based fatty vacuole quantification in a fatty liver model in miceToxicologic Pathology2020Journal
Using Artificial Intelligence to Detect, Classify, and Objectively Score Severity of Rodent CardiomyopathyToxicologic Pathology2020Journal
Deep Learning-Based Spermatogenic Staging Assessment for Hematoxylin and Eosin Stained Sections of Rat TestesToxicologic Pathology2020Journal
Vacuole Segmentation and Quantification in Liver Images of Wistar ratEMBC2020Oral Presentation
Carcino-Net: A Deep Learning Framework for Automated Gleason Grading of Prostate BiopsiesEMBC2020Oral Presentation
Deep Learning-Based Segmentation & Grading of Pancreatic Intraepithelial NeoplasiaJournal of Pathology Informatics2020Journal
Artificial Intelligence-Based Rapid on Site Evaluation for Endobronchial Ultrasound Guided Transbronchial Needle AspirationJournal of Pathology Informatics2020Journal
Histopathological Stain Transfer Using Style Transfer Network with Adversarial LossMICCAI2020Oral Presentation
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet EncoderMICCAI workshop on OMIA2020Oral Presentation
Noise-Robust Training of Segmentation Model using Knowledge DistillationInternational Workshop on Artificial Intelligence for Digital Pathology with ICPR 20212020Oral Presentation
Task Conflict in Meta Learning for Few-Shot SegmentationThe AAA1-21 International Workshop on Meta-Learning for Computer Vision2021Oral Presentation
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