A multimodal corpus of simulated consultations between a patient and multiple healthcare professionals

Language resources for studying doctor–patient interaction are rare, primarily due to the ethical issues related to recording real medical consultations. Rarer still are resources that involve more than one healthcare professional in consultation with a patient, despite many chronic conditions requiring multiple areas of expertise for effective treatment. In this paper, we present the design, construction and output of the Patient Consultation Corpus, a multimodal corpus of simulated consultations between a patient portrayed by an actor, and at least two healthcare professionals with different areas of expertise. As well as the transcribed text from each consultation, the corpus also contains audio and video where for each consultation: the audio consists of individual tracks for each participant, allowing for clear identification of speakers; the video consists of two framings for each participant—upper-body and face—allowing for close analysis of behaviours and gestures. Having presented the design and construction of the corpus, we then go on to briefly describe how the multi-modal nature of the corpus allows it to be analysed from several different perspectives.

     

Non‐natural Peptide Triazole Antagonists of HIV‐1 Envelope gp120

We investigated the derivation of non‐natural peptide triazole dual receptor site antagonists of HIV‐1 Env gp120 to establish a pathway for developing peptidomimetic antiviral agents. Previously we found that the peptide triazole HNG‐156 [R‐I‐N‐N‐I‐X‐W‐S‐E‐A‐M‐M‐CONH₂, in which X=ferrocenyltriazole‐Pro (FtP)] has nanomolar binding affinity to gp120, inhibits gp120 binding to CD4 and the co‐receptor surrogate mAb 17b, and has potent antiviral activity in cell infection assays. Furthermore, truncated variants of HNG‐156, typified by UM‐24 (Cit‐N‐N‐I‐X‐W‐S‐CONH₂) and containing the critical central stereospecific ^LX‐^LW cluster, retain the functional characteristics of the parent peptide triazole. In the current work, we examined the possibility of replacing natural with unnatural residue components in UM‐24 to the greatest extent possible. The analogue with the critical “hot spot” residue Trp 6 replaced with L ‐3‐benzothienylalanine (Bta) (KR‐41), as well as a completely non‐natural analogue containing D ‐amino acid substitutions outside the central cluster (KR‐42, ^DCit‐^DN‐^DN‐^DI‐X‐Bta‐^DS‐CONH₂), retained the dual receptor site antagonism/antiviral activity signature. The results define differential functional roles of subdomains within the peptide triazole and provide a structural basis for the design of metabolically stable peptidomimetic inhibitors of HIV‐1 Env gp120.     

Autonomous Vehicle Control Using Lidar and Camera with CAN Network

An autonomous vehicle operates in a dynamically changing environment,where multiple sensors must work in a cooperative mode. In these scenarios reliability of t...