Online ISSN: 2515-8260

Keywords : PCa

To study immune histochemical expression of CD34 and CD117 in benign and malignant prostaticlesions

Dr. Asha Jyothi. T, Dr. C. Aruna

European Journal of Molecular & Clinical Medicine, 2022, Volume 9, Issue 3, Pages 7-20

Methodology:The present study has been conducted at Department of Pathology,

Students Attention and Engagement Prediction Using Machine Learning Techniques

Leelavathy S; Jaichandran R; Shantha Shalini K; Surendar B; Aswin K Philip; Dekka Raja Ravindra

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 4, Pages 3011-3017

Real-time student engagement tracking is an important step towards education. Current approach doesn’t consider student engagement detection using biometric features. In this project, we propose a hybrid architecture invoking student’s eye gaze movements, head movements and facial emotion to dynamically predict student attention and engagement level towards the tutor and based on the output value the content is changed dynamically. Hence this concept has a huge scope in e-learning, class room training, analyse human behaviour. This project covers main process like Eye Ball, facial emotion and head movements Human Beings. For feature extraction step, we used Principal Component Analysis (PCA) for facial emotion recognition, Haar Cascade for pupil detection and Local Binary Patterns for recognizing head movements and OpenCV for machine learning model generation and comparison.

Ruptured posteriorcerebralarteryaneurysmtreated with clipping in concomitantarteriovenousmalformation – case report

Zygmunt Siedlecki; Sebastian Grzyb; Karol Nowak; Maciej Śniegocki

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 8, Pages 1017-1020

Cerebralaneurysmscoexist with arteriovenousmalformations. In tandem arteriovenousmalformation and aneurysm, in the case of haemorrhage, itisoftendifficult to indicatewhichis the source ofbleeding.Thiscancausediagnosticdifficulties.We present a case of a 40-year-old patient with subarachnoid hemorrhage, occipital malformation and concomitantaneurysm of the ipsilateral posterior cerebral artery. After clinical and neuroimaging analysis, anddiagnostic deliberations, the source of bleeding turned out to be an aneurysm. This case is significant because the aneurysm was treated by surgical clipping, which is rare today. Intravascularcoilingis the treatment of choice for vertebrobasilaraneurysms. Due to the development of endovasculartechniques, clipping of suchaneurysmshasbecomehistoricmethod.We present a procedure of clippingthroughanextendedpterionalcraniotomy. We detail the nuanses, limitations, and potentialcomplications.We also pay attention to maintaining the diagnostic vigilance of indicating the source of bleeding in the event of coexisting aneurysm and malformation.