Advances in intracranial electroencephalography and neurophysiology have enabled the study of previously inaccessible brain regions with high fidelity temporal and spatial resolution. Studies of iEEG have revealed a rich neural code subserving healthy brain function and which fails in disease states. Machine learning, a form of artificial intelligence, is a modern tool that may be able to better decode complex neural signals and enhance interpretation of these data. To date, a number of publications have applied ML to iEEG, but clinician (...) awareness of these techniques and their relevance to neurosurgery, has been limited. The present work presents a review of existing applications of ML techniques in iEEG data, discusses the relative merits and limitations of the various approaches, and examines potential avenues for clinical translation in neurosurgery. One-hundred-seven articles examining artificial intelligence applications to iEEG were identified from 3 databases. Clinical applications of ML from these articles were categorized into 4 domains: i) seizure analysis, ii) motor tasks, iii) cognitive assessment, and iv) sleep staging. The review revealed that supervised algorithms were most commonly used across studies and often leveraged publicly available timeseries datasets. We conclude with recommendations for future work and potential clinical applications. (shrink)

Food images are useful stimuli for the study of cognitive processes as well as eating behavior. To enhance rigor and reproducibility in task-based research, it is advantageous to have stimulus sets that are publicly available and well characterized. Food Folio by Columbia Center for Eating Disorders is a publicly available set of 138 images of Western food items. The set was developed for the study of eating disorders, particularly for use in tasks that capture eating behavior characteristic of these illnesses. (...) It contains foods that are typically eaten, as well as those typically avoided, by individuals with eating disorders. Each image has now been rated across 17 different attributes by a large general United States population sample via Amazon’s Mechanical Turk. Ratings included subjective attributes as well as estimates of nutrient content. Each participant rated a subset of stimulus set food items on all 17 dimensions. Additional description of the image set is provided in terms of physical image information and accurate nutritional information. Correlations between subjective ratings were calculated and an exploratory factor analysis and exploratory cluster analysis completed. Outcomes of the factor analysis suggested foods may be described along three latent factors of healthiness, tastiness, and umami taste; the cluster analysis highlighted five distinct clusters of foods varying on these same dimensions. Descriptive outcomes indicated that the stimulus set includes a range of foods that vary along multiple dimensions and thus is likely to be useful in addressing various research questions surrounding eating behavior and cognition in healthy populations, as well as in those with eating disorders. The provision of comprehensive descriptive information allows for stimulus selection that is optimized for a given research question and promotes strong inference. (shrink)

To determine the knowledge and ethical perception regarding organ donation amongst medical students in Karachi- Pakistan.

The neglect of psycho-spiritual needs of patients as they traverse the modern healthcare system has been a featured theme in medical literature over the past decade. This literature, which often highlights in-patient palliative care, as well as acute and critical care settings, influences practice guidelines and protocols of doctors and nurses. In this essay, I review some of the pertinent issues raised in the literature and examine the validity of placing an ethical perspective on this issue. I also compare Islamic (...) theocentric perspectives with secular, non-theistic perspectives on restoring psycho-spiritual care for patients. I then develop a framework for pastoral intervention based on aspects of the Islamic tradition and elaborate this framework by addressing clinical contexts and cases. The essay is an exposition based upon a review of the modern medical literature, an analysis of some of the traditional Islamic written sources, and the observations of the investigator, a practicing physician and an American Muslim. (shrink)

The essays from prominent public intellectuals collected in this volume reflect an array of perspectives on the spectrum of conflict, competition, and cooperation, as well as a wealth of expertise on how games manifest in the world, how they operate, and how social animals behave inside them. They include previously unpublished material by former Cabinet minister Sayeeda Warsi, the philosopher A. C. Grayling, legal scholar Nicola Padfield, cycling coach David Brailsford, former military intelligence officer Frank Ledwidge, neuro-psychologist Barbara J. (...) Sahakian, zoological ecologist Nicholas B. Davies, and the final work of the late Nobel laureate Thomas C. Schelling. This is a must-read for anyone interested in the history, nature, and dynamics of games. (shrink)

Suyolcu-zāde Nahrī Aḥmad (d.1182/1768-1769) was an important sûfî poet being a member of Ismā‘īl Rūmī branch, the sect of Qādiriyya. He carried out the duty of spiritual and ethical guidance at Qādiriyya Lodge in Tekirdağ. Besides his sûfî character, he was a poet having an extensive knowledge about the theoretical and aesthetical bases of Dīwān literature. The only original copy of Nahrī’s Dīwānçe including his poems registered in the Vatican Library, Turkish Manuscripts, nr. 235. There are forty-five Turkish, twelve Arabic (...) and three Persian poems by Nahrī in this copy. The goal of this article is to present the formal and contextual features of Nahrī’s poems in Dīwānçe in the light of the analysis on some poems that we chose. Any study was not found about the poet’s life and poems in the literature review we made. In this study, poems are classified according to the verse form and the language, and the number of couplets, type of prosody, form, style and content of the chosen poems are evaluated accordingly. This study has importance in terms of providing insight about the Religious-Sûfîstic belief in the region and period of Nahrī Aḥmad who was a sûfî poet and a member of Qādiriyya sect. In addition, the study gives information about many important influencers of the period, particularly Niyāzī-i Miṣrī and inform the readers about these influencers’ and sûfîs’ effects on Nahrī’s poems and ideas. The study also makes contribution to determining literary-sûfistic terminology of 18th century.Summary: Suyolcu-zâde Nahrī Aḥmad (d.1182/1768-1769) was a member of Qādiriyya Dervish Convent in Tekirdag where he was born. He became the head sheikh of this convent following his father Sheikh Muḥammad Efendi and worked for the convent in several ways. Nahrī Aḥmad moved back to his hometown in 1182/1768-1769 after completing his Hajj duty and died soon after that. Nahrī had two works according to Osmanlı Müellifleri (Ottoman Authors) and it is stated that the first one of these two works is about “unity of existence”. It should be mentioned that we haven’t found a copy of this work yet. The other work of Nahrī is his Dīwānçe, which includes his poems. The only copy of this significant work is registered in Vatican Library, Turkish Manuscripts, nr. 235. In this study, we had the chance to determine a third work of Nahrī which has never been mentioned in the related literature. This third work that we determined is based on the information in an Arabic poem on the page 21a of the poet’s Dīwānçe. This book that we determined is an interpretation book completed in 1166/1752-53 but Nahrī Aḥmad didn’t mention the name of the work. Nahrī Aḥmad was a spiritual guide and sufi, and he was assigned to the duty of showing the true path in dervish lodge following his madrassa education, learning Qādiriyya lodge’s morals and methods and completing his “spiritual journey”. Besides these, he was a significant poet who could write poems in Arabic, Persian and Turkish languages and he was literary competent who knew the theoretical and aesthetic rules of Dīwān literature and used these features professionally in his works. When Nahrī’s poems are analyzed, it can be seen that he adopted the understanding of existence, knowledge and belief based on Islamic Sufism. Besides, it can be seen that he internalized the significant Religious-Sufi Turkish literature figures including especially Yūnus Emre.In the copy of his Dīwānçe, registered in Vatican Library, there are forty-five Turkish, twelve Arabic and three Persian poems. There are two other poems that weren’t written by Nahrī in the same work. These poems were written by a poet with penname of ‘Ᾱrif in the period when Nahrī’s son Muḥammad Muṣlih al-Dīn was the head sheikh in the same Dervish convent. These historical poems are significant as they describe the re-building of ruined Tekirdag Qādiriyya convent after Nahrī’s period. The goal of this article is to present the formal and contextual features of poems in Nahrī’s Dīwānçe on the basis of chosen poems. As far as we could determine, there is no other study on Nahrī’s works. Nahrī’s Dīwānçe wasn’t a kind of rearranged work of collected poems. Therefore, we classified the poems in terms of the form and language and evaluated the number of couplets, aruz prosody, shape, type and content. Poems of Nahrī in Dīwānçe in terms of verse style are: Four Turkish, three Arabic, one Persian ode, one Turkish compounded stanza, seventeen Turkish, nine Arabic and one Persian major stanza, three Turkish five-line stanzas, two Turkish pentastichs, eighteen Turkish and one Persian lyric.Nahrī Aḥmad wrote five-line stanzas for three of Niyāzī-i Miṣrī’s lyrics and one of Bāqī’s lyrics. He wrote parallel poems about one pentastich, one lyric and one other poem written in a specific style of blank verse of Niyāzī-i Miṣrī. Besides, there is also an original poem that is quite unique in the work. Nahrī wrote five couplets before each verse in Niyāzī-i Miṣrī’s ode which resulted in the creation of a common ode. Poems in Dīwānçe are contextually religious-Sufi based. ‘Abd al-Qādir al-Jīlānī, Ismā‘īl Rūmī who was the founder of the order of Rūmiyya branch and other sheikhs of Qādiriyya dervish order are the main names mentioned in the poems. One other significant point in Nahrī’s poems is that he had a deep love and respect for Niyāzī-i Miṣrī. There are praises, quintets and parallel poems about Miṣrī in Dīwānçe which shows Niyāzī-i Miṣrī’s effect on his work. This effect is so great that it covered not only the content but also there are the signs of the effect in terms of metaphoric language, words and verses. It can be said that ‘Abd al-Qādir al-Jīlānī and Niyāzī-i Miṣrī, a member of Khalwatī order, were two significant names that surrounded the mental world of Nahrī, located in the texture of his poems and gave characteristic features to his works. There is a great number of historical poems in Nahrī’s Dīwānçe. He wrote twenty-six historical verses about various historical issues such as birth and death, construction of mosque, dervish monastery, zawiya, pavilion, repairing of mansion, renovation of dervish convent, enthronement of Sultan and appointment of Grand Vizier. Also, there are some other important parts in Nahrī’s Dīwānçe such as invocation, praise and self-adulation.Although there are not many poems in the previously mentioned copy in Vatican Library, there are various names mentioned in these poems. When these poems are analyzed, it can be seen that there are the names of some prophets, some companions of Prophet Muḥammad such as ‘Alī, Ja‘far al-Sādiq, some Persian legendary characters such as Afrāsiyāb, Rustem and Anūshirwān, some Sufi names such as Manṣūr al-Hallaj, Jalāl al-Dīn Rūmī, Shams al-Dīn of Tabrīz, Ḥācī Bektash Velī, Ibn al-‘Arabī and Bāyazīd al-Bisṭāmī, philosopher Galen and famous love heroes Laylā and Majnūn. That is to say, the poet has a rich world of references. On the other hand, there are the names of some works mentioned in Dīwānçe. Epistle of Niyāzī-i Miṣrī named Devre-i ‘Arshiyya, and Ibn al-‘Arabī’s al-Futūhāt al-Makkiyya are the other names mentioned in the work. Name of the places included in Nahrī’s poems are: Aden, Aqmescit, Baghdad, Baghcesaray, Baṭḥā, Balkh, Dimashq, Ḥijāz, Iraq, Iran, Cairo, Ken‘ān, Karbalā, Qılburun, Crimea, Kirmān, Egypt, Nemce, Rūm, Sanaa, Shām, Yemen. This study has importance in terms of providing insight about the religious-sûfî belief in the region and period of Nahrī Aḥmad who was a sûfî poet and a member of Qādiriyya sect. In addition, the study gives information about many important influencers of the period, particularly Niyāzī-i Miṣrī. Moreover, it informs the readers about these influencers’ and sûfîs’ effects on Nahrī’s poems and ideas. The study also makes contribution to determining literary-sûfistic terminology of 18th century. (shrink)